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Leaderboard data: interactive Pareto and lasagna figures
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- data/lasagna/stability/tasks_all/binary_thr_003.html +0 -0
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- data/lasagna/validity/noise_0.5/tasks_multiclass/binary_thr_003.html +326 -0
- data/lasagna/validity/noise_0.5/tasks_multiclass/overlay_top_3.html +326 -0
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- data/lasagna/validity/noise_0.5/tasks_regression/binary_thr_003.html +274 -0
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- data/lasagna/validity/noise_0.75/tasks_multiclass/overlay_top_3.html +326 -0
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- data/lasagna/validity/noise_0.75/tasks_regression/binary_thr_003.html +274 -0
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- data/lasagna/validity/noise_1/tasks_binary/binary_thr_003.html +0 -0
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| 1 |
+
<!doctype html>
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| 2 |
+
<html lang='en'><head><meta charset='utf-8'><meta name='viewport' content='width=device-width,initial-scale=1'><title>SelectArena: stability (stability, multiclass tasks)</title><style>
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| 3 |
+
:root { --fg:#1f2328; --muted:#59636e; --bg:#ffffff; --line:#d1d9e0; --soft:#f6f8fa; --accent:#0072B2; }
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| 4 |
+
@media (prefers-color-scheme: dark) {
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| 5 |
+
:root:not([data-theme="light"]) { --fg:#e6edf3; --muted:#9198a1; --bg:#0d1117; --line:#3d444d; --soft:#151b23; --accent:#4aa3df; }
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+
}
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| 7 |
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:root[data-theme="dark"] { --fg:#e6edf3; --muted:#9198a1; --bg:#0d1117; --line:#3d444d; --soft:#151b23; --accent:#4aa3df; }
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| 8 |
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html, body { margin:0; padding:0; background:var(--bg); color:var(--fg);
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| 9 |
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font:14px/1.45 system-ui,-apple-system,"Segoe UI",Roboto,sans-serif; }
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| 10 |
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.toolbar { display:flex; gap:6px; justify-content:flex-end; align-items:center; padding:4px 2px 8px; }
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.toolbar .hint { margin-right:auto; color:var(--muted); font-size:12px; }
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.toolbar button { font:inherit; font-size:12px; color:var(--fg); background:var(--soft);
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border:1px solid var(--line); border-radius:6px; padding:3px 10px; cursor:pointer; }
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.toolbar button:hover { border-color:var(--accent); }
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+
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#sa-tip { position:fixed; z-index:10; pointer-events:none; display:none; max-width:280px;
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padding:6px 9px; border-radius:6px; border:1px solid var(--line); background:var(--bg); color:var(--fg);
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| 18 |
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font-size:12px; line-height:1.45; white-space:pre-line; box-shadow:0 2px 8px rgba(0,0,0,0.15); }
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#sa-tip b { font-weight:600; }
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</style></head><body><div class='toolbar'><span class='hint'>Hover or tap a cell for its value.</span><button onclick="saSvg('selectarena_stability_binary_thr_003')">SVG</button><button onclick="saPng('selectarena_stability_binary_thr_003')">PNG</button><button onclick="saCsv('selectarena_stability_binary_thr_003.csv')">CSV</button></div><svg id='sa-figure' viewBox='0 0 864 340' role='img' aria-label='Stability per method and events per variable'><style>
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svg { display:block; width:100%; height:auto; }
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.sa-text { fill:var(--fg); }
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| 23 |
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.sa-muted { fill:var(--muted); }
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| 24 |
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.sa-grid { stroke:var(--line); }
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| 25 |
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.sa-ink { stroke:var(--fg); }
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| 26 |
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.sa-hit { fill:transparent; cursor:default; }
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| 27 |
+
.sa-hit:hover, .sa-hit.sa-on { fill:var(--fg); fill-opacity:0.06; }
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| 28 |
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| 29 |
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| 30 |
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.sa-frame-line { stroke:var(--fg); stroke-opacity:0.3; fill:none; }
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| 31 |
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.sa-point { stroke:var(--fg); }
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| 32 |
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| 33 |
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| 34 |
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| 35 |
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font-size='14.2'>SFS</text><text class='sa-text' x='142.2' y='236.6' text-anchor='end' dominant-baseline='central' font-size='14.2'>LOCO</text><text class='sa-text' x='142.2' y='253.9' text-anchor='end' dominant-baseline='central' font-size='14.2'>SBE</text><text class='sa-text' x='142.2' y='271.1' text-anchor='end' dominant-baseline='central' font-size='14.2'>Random</text><line class='sa-ink' x1='635.2' x2='635.2' y1='279.8' y2='285.8' stroke-width='1'/><text class='sa-text' x='635.2' y='300.8' text-anchor='middle' font-size='13.5'>0.0</text><line class='sa-ink' x1='504.5' x2='504.5' y1='279.8' y2='285.8' stroke-width='1'/><text class='sa-text' x='504.5' y='300.8' text-anchor='middle' font-size='13.5'>0.1</text><line class='sa-ink' x1='410.9' x2='410.9' y1='279.8' y2='285.8' stroke-width='1'/><text class='sa-text' x='410.9' y='300.8' text-anchor='middle' font-size='13.5'>2.5</text><line class='sa-ink' x1='346.1' x2='346.1' y1='279.8' y2='285.8' stroke-width='1'/><text class='sa-text' x='346.1' y='300.8' text-anchor='middle' font-size='13.5'>22.1</text><line class='sa-ink' x1='216.2' x2='216.2' y1='279.8' y2='285.8' stroke-width='1'/><text class='sa-text' x='216.2' y='300.8' text-anchor='middle' font-size='13.5'>1723.7</text><text class='sa-text' x='402.6' y='324.8' text-anchor='middle' font-size='15'>Events per Variable</text><rect x='675.0' y='129.4' width='18.0' height='15.0' fill='#08306b' class='sa-point' stroke-width='0.6'/><text class='sa-text' x='699.0' y='142.1' font-size='13.5'>Within Threshold</text><rect x='675.0' y='156.4' width='18.0' height='15.0' fill='#f7fbff' class='sa-point' stroke-width='0.6'/><text class='sa-text' x='699.0' y='169.1' font-size='13.5'>Outside Threshold</text><rect class='sa-hit' x='616.39' y='21.00' width='37.61' height='17.25' data-tip='F-Test Stability: 0.639 (mean over budgets) Events per variable: 0.00135 Dataset: lung_cancer At this EPV: top-3, within 0.03 of the best' aria-label='F-Test Stability: 0.639 (mean over budgets) Events per variable: 0.00135 Dataset: lung_cancer At this EPV: top-3, within 0.03 of the best'/><rect class='sa-hit' x='551.07' y='21.00' width='65.32' height='17.25' data-tip='F-Test Stability: 0.563 (mean over budgets) Events per variable: 0.00477 Dataset: srbct_prediction At this EPV: top-3, within 0.03 of the best' aria-label='F-Test Stability: 0.563 (mean over budgets) Events per variable: 0.00477 Dataset: srbct_prediction At this EPV: top-3, within 0.03 of the best'/><rect class='sa-hit' x='503.72' y='21.00' width='47.34' height='17.25' data-tip='F-Test Stability: 0.711 (mean over budgets) Events per variable: 0.108 Dataset: mic' aria-label='F-Test Stability: 0.711 (mean over budgets) Events per variable: 0.108 Dataset: mic'/><rect class='sa-hit' x='493.79' y='21.00' width='9.93' height='17.25' data-tip='F-Test Stability: 0.783 (mean over budgets) Events per variable: 0.114 Dataset: soybean_large At this EPV: top-3' aria-label='F-Test Stability: 0.783 (mean over budgets) Events 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(mean over budgets) Events per variable: 0.588 Dataset: ljubljana_primary_tumor At this EPV: top-3, within 0.03 of the best'/><rect class='sa-hit' x='379.41' y='21.00' width='53.09' height='17.25' data-tip='F-Test Stability: 0.604 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival' aria-label='F-Test Stability: 0.604 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival'/><rect class='sa-hit' x='346.97' y='21.00' width='32.44' height='17.25' data-tip='F-Test Stability: 0.936 (mean over budgets) Events per variable: 20.7 Dataset: otto_group_product_classification_challenge At this EPV: within 0.03 of the best' aria-label='F-Test Stability: 0.936 (mean over budgets) Events per variable: 20.7 Dataset: otto_group_product_classification_challenge At this EPV: within 0.03 of the best'/><rect class='sa-hit' x='281.10' y='21.00' width='65.87' height='17.25' data-tip='F-Test Stability: 0.846 (mean over budgets) Events per variable: 22.1 Dataset: predict_students_dropout_and_academic_success' aria-label='F-Test Stability: 0.846 (mean over budgets) Events per variable: 22.1 Dataset: predict_students_dropout_and_academic_success'/><rect class='sa-hit' x='151.20' y='21.00' width='129.90' height='17.25' data-tip='F-Test Stability: 0.558 (mean over budgets) Events per variable: 1.72e+03 Dataset: sdss_17' aria-label='F-Test Stability: 0.558 (mean over budgets) Events per variable: 1.72e+03 Dataset: sdss_17'/><rect class='sa-hit' x='616.39' y='38.25' width='37.61' height='17.25' data-tip='MI Stability: 0.294 (mean over budgets) Events per variable: 0.00135 Dataset: lung_cancer' aria-label='MI Stability: 0.294 (mean over budgets) Events per variable: 0.00135 Dataset: lung_cancer'/><rect class='sa-hit' x='551.07' y='38.25' width='65.32' height='17.25' data-tip='MI Stability: 0.297 (mean over budgets) Events per variable: 0.00477 Dataset: srbct_prediction' aria-label='MI Stability: 0.297 (mean over budgets) Events per variable: 0.00477 Dataset: srbct_prediction'/><rect class='sa-hit' x='503.72' y='38.25' width='47.34' height='17.25' data-tip='MI Stability: 0.841 (mean over budgets) Events per variable: 0.108 Dataset: mic At this EPV: top-3, within 0.03 of the best' aria-label='MI Stability: 0.841 (mean over budgets) Events per variable: 0.108 Dataset: mic At this EPV: top-3, within 0.03 of the best'/><rect class='sa-hit' x='493.79' y='38.25' width='9.93' height='17.25' data-tip='MI Stability: 0.839 (mean over budgets) Events per variable: 0.114 Dataset: soybean_large At this EPV: top-3, within 0.03 of the best' aria-label='MI Stability: 0.839 (mean over budgets) Events per variable: 0.114 Dataset: soybean_large At this EPV: top-3, within 0.03 of the best'/><rect class='sa-hit' x='483.95' y='38.25' width='9.84' height='17.25' data-tip='MI Stability: 0.835 (mean over budgets) Events per variable: 0.211 Dataset: anneal At this EPV: top-3, within 0.03 of the best' aria-label='MI Stability: 0.835 (mean over budgets) 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Stability: 0.707 (mean over budgets) Events per variable: 0.588 Dataset: ljubljana_primary_tumor At this EPV: top-3'/><rect class='sa-hit' x='379.41' y='38.25' width='53.09' height='17.25' data-tip='MI Stability: 0.632 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival At this EPV: top-3' aria-label='MI Stability: 0.632 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival At this EPV: top-3'/><rect class='sa-hit' x='346.97' y='38.25' width='32.44' height='17.25' data-tip='MI Stability: 0.920 (mean over budgets) Events per variable: 20.7 Dataset: otto_group_product_classification_challenge' aria-label='MI Stability: 0.920 (mean over budgets) Events per variable: 20.7 Dataset: otto_group_product_classification_challenge'/><rect class='sa-hit' x='281.10' y='38.25' width='65.87' height='17.25' data-tip='MI Stability: 0.789 (mean over budgets) Events per variable: 22.1 Dataset: predict_students_dropout_and_academic_success' aria-label='MI Stability: 0.789 (mean over budgets) Events per variable: 22.1 Dataset: predict_students_dropout_and_academic_success'/><rect class='sa-hit' x='151.20' y='38.25' width='129.90' height='17.25' data-tip='MI Stability: 0.968 (mean over budgets) Events per variable: 1.72e+03 Dataset: sdss_17 At this EPV: top-3, within 0.03 of the best' aria-label='MI Stability: 0.968 (mean over budgets) Events per variable: 1.72e+03 Dataset: sdss_17 At this EPV: top-3, within 0.03 of the best'/><rect class='sa-hit' x='616.39' y='55.50' width='37.61' height='17.25' data-tip='GainRatio Stability: 0.393 (mean over budgets) Events per variable: 0.00135 Dataset: lung_cancer' aria-label='GainRatio Stability: 0.393 (mean over budgets) Events per variable: 0.00135 Dataset: lung_cancer'/><rect class='sa-hit' x='551.07' y='55.50' width='65.32' height='17.25' data-tip='GainRatio Stability: 0.368 (mean over budgets) Events per variable: 0.00477 Dataset: srbct_prediction' aria-label='GainRatio Stability: 0.368 (mean over budgets) Events per variable: 0.00477 Dataset: srbct_prediction'/><rect class='sa-hit' x='503.72' y='55.50' width='47.34' height='17.25' data-tip='GainRatio Stability: 0.725 (mean over budgets) Events per variable: 0.108 Dataset: mic' aria-label='GainRatio Stability: 0.725 (mean over budgets) Events per variable: 0.108 Dataset: mic'/><rect class='sa-hit' x='493.79' y='55.50' width='9.93' height='17.25' data-tip='GainRatio Stability: 0.662 (mean over budgets) Events per variable: 0.114 Dataset: soybean_large' aria-label='GainRatio Stability: 0.662 (mean over budgets) Events per variable: 0.114 Dataset: soybean_large'/><rect class='sa-hit' x='483.95' y='55.50' width='9.84' height='17.25' data-tip='GainRatio Stability: 0.803 (mean over budgets) Events per variable: 0.211 Dataset: anneal' aria-label='GainRatio Stability: 0.803 (mean over budgets) Events per variable: 0.211 Dataset: anneal'/><rect class='sa-hit' x='480.54' y='55.50' width='3.41' height='17.25' data-tip='GainRatio 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Stability: 0.613 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival' aria-label='GainRatio Stability: 0.613 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival'/><rect class='sa-hit' x='346.97' y='55.50' width='32.44' height='17.25' data-tip='GainRatio Stability: 0.957 (mean over budgets) Events per variable: 20.7 Dataset: otto_group_product_classification_challenge At this EPV: top-3, within 0.03 of the best' aria-label='GainRatio Stability: 0.957 (mean over budgets) Events per variable: 20.7 Dataset: otto_group_product_classification_challenge At this EPV: top-3, within 0.03 of the best'/><rect class='sa-hit' x='281.10' y='55.50' width='65.87' height='17.25' data-tip='GainRatio Stability: 0.883 (mean over budgets) Events per variable: 22.1 Dataset: predict_students_dropout_and_academic_success At this EPV: top-3' aria-label='GainRatio Stability: 0.883 (mean over budgets) Events per variable: 22.1 Dataset: 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variable: 0.00477 Dataset: srbct_prediction'/><rect class='sa-hit' x='503.72' y='72.75' width='47.34' height='17.25' data-tip='RFImportance Stability: 0.820 (mean over budgets) Events per variable: 0.108 Dataset: mic At this EPV: top-3, within 0.03 of the best' aria-label='RFImportance Stability: 0.820 (mean over budgets) Events per variable: 0.108 Dataset: mic At this EPV: top-3, within 0.03 of the best'/><rect class='sa-hit' x='493.79' y='72.75' width='9.93' height='17.25' data-tip='RFImportance Stability: 0.719 (mean over budgets) Events per variable: 0.114 Dataset: soybean_large' aria-label='RFImportance Stability: 0.719 (mean over budgets) Events per variable: 0.114 Dataset: soybean_large'/><rect class='sa-hit' x='483.95' y='72.75' width='9.84' height='17.25' data-tip='RFImportance Stability: 0.818 (mean over budgets) Events per variable: 0.211 Dataset: anneal At this EPV: top-3, within 0.03 of the best' aria-label='RFImportance Stability: 0.818 (mean over budgets) Events per variable: 0.211 Dataset: anneal At this EPV: top-3, within 0.03 of the best'/><rect class='sa-hit' x='480.54' y='72.75' width='3.41' height='17.25' data-tip='RFImportance Stability: 0.686 (mean over budgets) Events per variable: 0.221 Dataset: ancestry_study' aria-label='RFImportance Stability: 0.686 (mean over budgets) Events per variable: 0.221 Dataset: ancestry_study'/><rect class='sa-hit' x='465.96' y='72.75' width='14.58' height='17.25' data-tip='RFImportance Stability: 0.608 (mean over budgets) Events per variable: 0.265 Dataset: audiology_diagnosis At this EPV: top-3, within 0.03 of the best' aria-label='RFImportance Stability: 0.608 (mean over budgets) Events per variable: 0.265 Dataset: audiology_diagnosis At this EPV: top-3, within 0.03 of the best'/><rect class='sa-hit' x='432.50' y='72.75' width='33.46' height='17.25' data-tip='RFImportance Stability: 0.704 (mean over budgets) Events per variable: 0.588 Dataset: ljubljana_primary_tumor At this EPV: top-3' 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x='281.10' y='72.75' width='65.87' height='17.25' data-tip='RFImportance Stability: 0.905 (mean over budgets) Events per variable: 22.1 Dataset: predict_students_dropout_and_academic_success At this EPV: top-3, within 0.03 of the best' aria-label='RFImportance Stability: 0.905 (mean over budgets) Events per variable: 22.1 Dataset: predict_students_dropout_and_academic_success At this EPV: top-3, within 0.03 of the best'/><rect class='sa-hit' x='151.20' y='72.75' width='129.90' height='17.25' data-tip='RFImportance Stability: 0.961 (mean over budgets) Events per variable: 1.72e+03 Dataset: sdss_17' aria-label='RFImportance Stability: 0.961 (mean over budgets) Events per variable: 1.72e+03 Dataset: sdss_17'/><rect class='sa-hit' x='616.39' y='90.00' width='37.61' height='17.25' data-tip='(R)ReliefF Stability: 0.377 (mean over budgets) Events per variable: 0.00135 Dataset: lung_cancer' aria-label='(R)ReliefF Stability: 0.377 (mean over budgets) Events per variable: 0.00135 Dataset: lung_cancer'/><rect class='sa-hit' x='551.07' y='90.00' width='65.32' height='17.25' data-tip='(R)ReliefF Stability: 0.369 (mean over budgets) Events per variable: 0.00477 Dataset: srbct_prediction At this EPV: top-3' aria-label='(R)ReliefF Stability: 0.369 (mean over budgets) Events per variable: 0.00477 Dataset: srbct_prediction At this EPV: top-3'/><rect class='sa-hit' x='503.72' y='90.00' width='47.34' height='17.25' data-tip='(R)ReliefF Stability: 0.819 (mean over budgets) Events per variable: 0.108 Dataset: mic At this EPV: top-3, within 0.03 of the best' aria-label='(R)ReliefF Stability: 0.819 (mean over budgets) Events per variable: 0.108 Dataset: mic At this EPV: top-3, within 0.03 of the best'/><rect class='sa-hit' x='493.79' y='90.00' width='9.93' height='17.25' data-tip='(R)ReliefF Stability: 0.842 (mean over budgets) Events per variable: 0.114 Dataset: soybean_large At this EPV: top-3, within 0.03 of the best' aria-label='(R)ReliefF Stability: 0.842 (mean over budgets) 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0.440 (mean over budgets) Events per variable: 0.588 Dataset: ljubljana_primary_tumor' aria-label='Lasso Stability: 0.440 (mean over budgets) Events per variable: 0.588 Dataset: ljubljana_primary_tumor'/><rect class='sa-hit' x='379.41' y='176.25' width='53.09' height='17.25' data-tip='Lasso Stability: 0.264 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival' aria-label='Lasso Stability: 0.264 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival'/><rect class='sa-hit' x='346.97' y='176.25' width='32.44' height='17.25' data-tip='Lasso Stability: 0.788 (mean over budgets) Events per variable: 20.7 Dataset: otto_group_product_classification_challenge' aria-label='Lasso Stability: 0.788 (mean over budgets) Events per variable: 20.7 Dataset: otto_group_product_classification_challenge'/><rect class='sa-hit' x='281.10' y='176.25' width='65.87' height='17.25' data-tip='Lasso Stability: 0.586 (mean over budgets) Events per variable: 22.1 Dataset: 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0.00477 Dataset: srbct_prediction'/><rect class='sa-hit' x='503.72' y='193.50' width='47.34' height='17.25' data-tip='CART Stability: 0.467 (mean over budgets) Events per variable: 0.108 Dataset: mic' aria-label='CART Stability: 0.467 (mean over budgets) Events per variable: 0.108 Dataset: mic'/><rect class='sa-hit' x='493.79' y='193.50' width='9.93' height='17.25' data-tip='CART Stability: 0.311 (mean over budgets) Events per variable: 0.114 Dataset: soybean_large' aria-label='CART Stability: 0.311 (mean over budgets) Events per variable: 0.114 Dataset: soybean_large'/><rect class='sa-hit' x='483.95' y='193.50' width='9.84' height='17.25' data-tip='CART Stability: 0.329 (mean over budgets) Events per variable: 0.211 Dataset: anneal' aria-label='CART Stability: 0.329 (mean over budgets) Events per variable: 0.211 Dataset: anneal'/><rect class='sa-hit' x='480.54' y='193.50' width='3.41' height='17.25' data-tip='CART Stability: 0.474 (mean over budgets) Events per variable: 0.221 Dataset: ancestry_study' aria-label='CART Stability: 0.474 (mean over budgets) Events per variable: 0.221 Dataset: ancestry_study'/><rect class='sa-hit' x='465.96' y='193.50' width='14.58' height='17.25' data-tip='CART Stability: 0.202 (mean over budgets) Events per variable: 0.265 Dataset: audiology_diagnosis' aria-label='CART Stability: 0.202 (mean over budgets) Events per variable: 0.265 Dataset: audiology_diagnosis'/><rect class='sa-hit' x='432.50' y='193.50' width='33.46' height='17.25' data-tip='CART Stability: 0.528 (mean over budgets) Events per variable: 0.588 Dataset: ljubljana_primary_tumor' aria-label='CART Stability: 0.528 (mean over budgets) Events per variable: 0.588 Dataset: ljubljana_primary_tumor'/><rect class='sa-hit' x='379.41' y='193.50' width='53.09' height='17.25' data-tip='CART Stability: 0.416 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival' aria-label='CART Stability: 0.416 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival'/><rect class='sa-hit' x='346.97' y='193.50' width='32.44' height='17.25' data-tip='CART Stability: 0.848 (mean over budgets) Events per variable: 20.7 Dataset: otto_group_product_classification_challenge' aria-label='CART Stability: 0.848 (mean over budgets) Events per variable: 20.7 Dataset: otto_group_product_classification_challenge'/><rect class='sa-hit' x='281.10' y='193.50' width='65.87' height='17.25' data-tip='CART Stability: 0.697 (mean over budgets) Events per variable: 22.1 Dataset: predict_students_dropout_and_academic_success' aria-label='CART Stability: 0.697 (mean over budgets) Events per variable: 22.1 Dataset: predict_students_dropout_and_academic_success'/><rect class='sa-hit' x='151.20' y='193.50' width='129.90' height='17.25' data-tip='CART Stability: 0.907 (mean over budgets) Events per variable: 1.72e+03 Dataset: sdss_17' aria-label='CART Stability: 0.907 (mean over budgets) Events per variable: 1.72e+03 Dataset: sdss_17'/><rect class='sa-hit' x='503.72' y='210.75' width='47.34' height='17.25' data-tip='SFS Stability: 0.267 (mean over budgets) Events per variable: 0.108 Dataset: mic' aria-label='SFS Stability: 0.267 (mean over budgets) Events per variable: 0.108 Dataset: mic'/><rect class='sa-hit' x='493.79' y='210.75' width='9.93' height='17.25' data-tip='SFS Stability: 0.250 (mean over budgets) Events per variable: 0.114 Dataset: soybean_large' aria-label='SFS Stability: 0.250 (mean over budgets) Events per variable: 0.114 Dataset: soybean_large'/><rect class='sa-hit' x='483.95' y='210.75' width='9.84' height='17.25' data-tip='SFS Stability: 0.256 (mean over budgets) Events per variable: 0.211 Dataset: anneal' aria-label='SFS Stability: 0.256 (mean over budgets) Events per variable: 0.211 Dataset: anneal'/><rect class='sa-hit' x='480.54' y='210.75' width='3.41' height='17.25' data-tip='SFS Stability: 0.375 (mean over budgets) Events per variable: 0.221 Dataset: ancestry_study' aria-label='SFS Stability: 0.375 (mean over budgets) Events per variable: 0.221 Dataset: ancestry_study'/><rect class='sa-hit' x='465.96' y='210.75' width='14.58' height='17.25' data-tip='SFS Stability: 0.070 (mean over budgets) Events per variable: 0.265 Dataset: audiology_diagnosis' aria-label='SFS Stability: 0.070 (mean over budgets) Events per variable: 0.265 Dataset: audiology_diagnosis'/><rect class='sa-hit' x='432.50' y='210.75' width='33.46' height='17.25' data-tip='SFS Stability: 0.211 (mean over budgets) Events per variable: 0.588 Dataset: ljubljana_primary_tumor' aria-label='SFS Stability: 0.211 (mean over budgets) Events per variable: 0.588 Dataset: ljubljana_primary_tumor'/><rect class='sa-hit' x='379.41' y='210.75' width='53.09' height='17.25' data-tip='SFS Stability: 0.261 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival' aria-label='SFS Stability: 0.261 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival'/><rect class='sa-hit' x='281.10' y='210.75' width='65.87' height='17.25' data-tip='SFS Stability: 0.654 (mean over budgets) Events per variable: 22.1 Dataset: predict_students_dropout_and_academic_success' aria-label='SFS Stability: 0.654 (mean over budgets) Events per variable: 22.1 Dataset: predict_students_dropout_and_academic_success'/><rect class='sa-hit' x='151.20' y='210.75' width='129.90' height='17.25' data-tip='SFS Stability: 0.751 (mean over budgets) Events per variable: 1.72e+03 Dataset: sdss_17' aria-label='SFS Stability: 0.751 (mean over budgets) Events per variable: 1.72e+03 Dataset: sdss_17'/><rect class='sa-hit' x='503.72' y='228.00' width='47.34' height='17.25' data-tip='LOCO Stability: 0.115 (mean over budgets) Events per variable: 0.108 Dataset: mic' aria-label='LOCO Stability: 0.115 (mean over budgets) Events per variable: 0.108 Dataset: mic'/><rect class='sa-hit' x='493.79' y='228.00' width='9.93' height='17.25' data-tip='LOCO Stability: 0.082 (mean over budgets) Events per variable: 0.114 Dataset: soybean_large' aria-label='LOCO Stability: 0.082 (mean over budgets) Events per variable: 0.114 Dataset: soybean_large'/><rect class='sa-hit' x='483.95' y='228.00' width='9.84' height='17.25' data-tip='LOCO Stability: 0.182 (mean over budgets) Events per variable: 0.211 Dataset: anneal' aria-label='LOCO Stability: 0.182 (mean over budgets) Events per variable: 0.211 Dataset: anneal'/><rect class='sa-hit' x='480.54' y='228.00' width='3.41' height='17.25' data-tip='LOCO Stability: 0.196 (mean over budgets) Events per variable: 0.221 Dataset: ancestry_study' aria-label='LOCO Stability: 0.196 (mean over budgets) Events per variable: 0.221 Dataset: ancestry_study'/><rect class='sa-hit' x='465.96' y='228.00' width='14.58' height='17.25' data-tip='LOCO Stability: 0.045 (mean over budgets) Events per variable: 0.265 Dataset: audiology_diagnosis' aria-label='LOCO Stability: 0.045 (mean over budgets) Events per variable: 0.265 Dataset: audiology_diagnosis'/><rect class='sa-hit' x='432.50' y='228.00' width='33.46' height='17.25' data-tip='LOCO Stability: 0.047 (mean over budgets) Events per variable: 0.588 Dataset: ljubljana_primary_tumor' aria-label='LOCO Stability: 0.047 (mean over budgets) Events per variable: 0.588 Dataset: ljubljana_primary_tumor'/><rect class='sa-hit' x='379.41' y='228.00' width='53.09' height='17.25' data-tip='LOCO Stability: 0.120 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival' aria-label='LOCO Stability: 0.120 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival'/><rect class='sa-hit' x='281.10' y='228.00' width='65.87' height='17.25' data-tip='LOCO Stability: 0.136 (mean over budgets) Events per variable: 22.1 Dataset: predict_students_dropout_and_academic_success' aria-label='LOCO Stability: 0.136 (mean over budgets) Events per variable: 22.1 Dataset: predict_students_dropout_and_academic_success'/><rect class='sa-hit' x='151.20' y='228.00' width='129.90' height='17.25' data-tip='LOCO Stability: 0.709 (mean over budgets) Events per variable: 1.72e+03 Dataset: sdss_17' aria-label='LOCO Stability: 0.709 (mean over budgets) Events per variable: 1.72e+03 Dataset: sdss_17'/><rect class='sa-hit' x='616.39' y='245.25' width='37.61' height='17.25' data-tip='SBE Stability: -0.000 (mean over budgets) Events per variable: 0.00135 Dataset: lung_cancer' aria-label='SBE Stability: -0.000 (mean over budgets) Events per variable: 0.00135 Dataset: lung_cancer'/><rect class='sa-hit' x='551.07' y='245.25' width='65.32' height='17.25' data-tip='SBE Stability: 0.000 (mean over budgets) Events per variable: 0.00477 Dataset: srbct_prediction' aria-label='SBE Stability: 0.000 (mean over budgets) Events per variable: 0.00477 Dataset: srbct_prediction'/><rect class='sa-hit' x='503.72' y='245.25' width='47.34' height='17.25' data-tip='SBE Stability: -0.004 (mean over budgets) Events per variable: 0.108 Dataset: mic' aria-label='SBE Stability: -0.004 (mean over budgets) Events per variable: 0.108 Dataset: mic'/><rect class='sa-hit' x='493.79' y='245.25' width='9.93' height='17.25' data-tip='SBE Stability: 0.099 (mean over budgets) Events per variable: 0.114 Dataset: soybean_large' aria-label='SBE Stability: 0.099 (mean over budgets) Events per variable: 0.114 Dataset: soybean_large'/><rect class='sa-hit' x='483.95' y='245.25' width='9.84' height='17.25' data-tip='SBE Stability: 0.153 (mean over budgets) Events per variable: 0.211 Dataset: anneal' aria-label='SBE Stability: 0.153 (mean over budgets) Events per variable: 0.211 Dataset: anneal'/><rect class='sa-hit' x='480.54' y='245.25' width='3.41' height='17.25' data-tip='SBE Stability: 0.003 (mean over budgets) Events per variable: 0.221 Dataset: ancestry_study' aria-label='SBE Stability: 0.003 (mean over budgets) Events per variable: 0.221 Dataset: ancestry_study'/><rect class='sa-hit' x='465.96' y='245.25' width='14.58' height='17.25' data-tip='SBE Stability: 0.022 (mean over budgets) Events per variable: 0.265 Dataset: audiology_diagnosis' aria-label='SBE Stability: 0.022 (mean over budgets) Events per variable: 0.265 Dataset: audiology_diagnosis'/><rect class='sa-hit' x='432.50' y='245.25' width='33.46' height='17.25' data-tip='SBE Stability: 0.157 (mean over budgets) Events per variable: 0.588 Dataset: ljubljana_primary_tumor' aria-label='SBE Stability: 0.157 (mean over budgets) Events per variable: 0.588 Dataset: ljubljana_primary_tumor'/><rect class='sa-hit' x='379.41' y='245.25' width='53.09' height='17.25' data-tip='SBE Stability: 0.167 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival' aria-label='SBE Stability: 0.167 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival'/><rect class='sa-hit' x='346.97' y='245.25' width='32.44' height='17.25' data-tip='SBE Stability: -0.001 (mean over budgets) Events per variable: 20.7 Dataset: otto_group_product_classification_challenge' aria-label='SBE Stability: -0.001 (mean over budgets) Events per variable: 20.7 Dataset: otto_group_product_classification_challenge'/><rect class='sa-hit' x='281.10' y='245.25' width='65.87' height='17.25' data-tip='SBE Stability: 0.161 (mean over budgets) Events per variable: 22.1 Dataset: predict_students_dropout_and_academic_success' aria-label='SBE Stability: 0.161 (mean over budgets) Events per variable: 22.1 Dataset: predict_students_dropout_and_academic_success'/><rect class='sa-hit' x='151.20' y='245.25' width='129.90' height='17.25' data-tip='SBE Stability: 0.688 (mean over budgets) Events per variable: 1.72e+03 Dataset: sdss_17' aria-label='SBE Stability: 0.688 (mean over budgets) Events per variable: 1.72e+03 Dataset: sdss_17'/><rect class='sa-hit' x='616.39' y='262.50' width='37.61' height='17.25' data-tip='Random Stability: -0.000 (mean over budgets) Events per variable: 0.00135 Dataset: lung_cancer' aria-label='Random Stability: -0.000 (mean over budgets) Events per variable: 0.00135 Dataset: lung_cancer'/><rect class='sa-hit' x='551.07' y='262.50' width='65.32' height='17.25' data-tip='Random Stability: -0.000 (mean over budgets) Events per variable: 0.00477 Dataset: srbct_prediction' aria-label='Random Stability: -0.000 (mean over budgets) Events per variable: 0.00477 Dataset: srbct_prediction'/><rect class='sa-hit' x='503.72' y='262.50' width='47.34' height='17.25' data-tip='Random Stability: -0.001 (mean over budgets) Events per variable: 0.108 Dataset: mic' aria-label='Random Stability: -0.001 (mean over budgets) Events per variable: 0.108 Dataset: mic'/><rect class='sa-hit' x='493.79' y='262.50' width='9.93' height='17.25' data-tip='Random Stability: 0.001 (mean over budgets) Events per variable: 0.114 Dataset: soybean_large' aria-label='Random Stability: 0.001 (mean over budgets) Events per variable: 0.114 Dataset: soybean_large'/><rect class='sa-hit' x='483.95' y='262.50' width='9.84' height='17.25' data-tip='Random Stability: -0.000 (mean over budgets) Events per variable: 0.211 Dataset: anneal' aria-label='Random Stability: -0.000 (mean over budgets) Events per variable: 0.211 Dataset: anneal'/><rect class='sa-hit' x='480.54' y='262.50' width='3.41' height='17.25' data-tip='Random Stability: -0.003 (mean over budgets) Events per variable: 0.221 Dataset: ancestry_study' aria-label='Random Stability: -0.003 (mean over budgets) Events per variable: 0.221 Dataset: ancestry_study'/><rect class='sa-hit' x='465.96' y='262.50' width='14.58' height='17.25' data-tip='Random Stability: 0.001 (mean over budgets) Events per variable: 0.265 Dataset: audiology_diagnosis' aria-label='Random Stability: 0.001 (mean over budgets) Events per variable: 0.265 Dataset: audiology_diagnosis'/><rect class='sa-hit' x='432.50' y='262.50' width='33.46' height='17.25' data-tip='Random Stability: -0.006 (mean over budgets) Events per variable: 0.588 Dataset: ljubljana_primary_tumor' aria-label='Random Stability: -0.006 (mean over budgets) Events per variable: 0.588 Dataset: ljubljana_primary_tumor'/><rect class='sa-hit' x='379.41' y='262.50' width='53.09' height='17.25' data-tip='Random Stability: -0.004 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival' aria-label='Random Stability: -0.004 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival'/><rect class='sa-hit' x='346.97' y='262.50' width='32.44' height='17.25' data-tip='Random Stability: -0.002 (mean over budgets) Events per variable: 20.7 Dataset: otto_group_product_classification_challenge' aria-label='Random Stability: -0.002 (mean over budgets) Events per variable: 20.7 Dataset: otto_group_product_classification_challenge'/><rect class='sa-hit' x='281.10' y='262.50' width='65.87' height='17.25' data-tip='Random Stability: 0.003 (mean over budgets) Events per variable: 22.1 Dataset: predict_students_dropout_and_academic_success' aria-label='Random Stability: 0.003 (mean over budgets) Events per variable: 22.1 Dataset: predict_students_dropout_and_academic_success'/><rect class='sa-hit' x='151.20' y='262.50' width='129.90' height='17.25' data-tip='Random Stability: 0.014 (mean over budgets) Events per variable: 1.72e+03 Dataset: sdss_17' aria-label='Random Stability: 0.014 (mean over budgets) Events per variable: 1.72e+03 Dataset: sdss_17'/></svg><script type='text/plain' id='sa-csv'>method,epv,stability
|
| 36 |
+
(R)ReliefF,0.0013,0.3767
|
| 37 |
+
(R)ReliefF,0.0048,0.369
|
| 38 |
+
(R)ReliefF,0.1081,0.8186
|
| 39 |
+
(R)ReliefF,0.1143,0.8418
|
| 40 |
+
(R)ReliefF,0.2105,0.8084
|
| 41 |
+
(R)ReliefF,0.2212,0.6284
|
| 42 |
+
(R)ReliefF,0.2647,0.559
|
| 43 |
+
(R)ReliefF,0.5882,0.6373
|
| 44 |
+
(R)ReliefF,2.5,0.652
|
| 45 |
+
(R)ReliefF,20.7419,0.865
|
| 46 |
+
(R)ReliefF,22.0556,0.9253
|
| 47 |
+
(R)ReliefF,1723.7273,0.6671
|
| 48 |
+
CART,0.0013,0.0093
|
| 49 |
+
CART,0.0048,0.0253
|
| 50 |
+
CART,0.1081,0.4667
|
| 51 |
+
CART,0.1143,0.3108
|
| 52 |
+
CART,0.2105,0.3293
|
| 53 |
+
CART,0.2212,0.4742
|
| 54 |
+
CART,0.2647,0.2021
|
| 55 |
+
CART,0.5882,0.5283
|
| 56 |
+
CART,2.5,0.4164
|
| 57 |
+
CART,20.7419,0.8483
|
| 58 |
+
CART,22.0556,0.6966
|
| 59 |
+
CART,1723.7273,0.9067
|
| 60 |
+
ElasticNet,0.0013,0.4218
|
| 61 |
+
ElasticNet,0.0048,0.5029
|
| 62 |
+
ElasticNet,0.1081,0.4075
|
| 63 |
+
ElasticNet,0.1143,0.5864
|
| 64 |
+
ElasticNet,0.2105,0.759
|
| 65 |
+
ElasticNet,0.2212,0.5181
|
| 66 |
+
ElasticNet,0.2647,0.4717
|
| 67 |
+
ElasticNet,0.5882,0.4654
|
| 68 |
+
ElasticNet,2.5,0.2709
|
| 69 |
+
ElasticNet,20.7419,0.8064
|
| 70 |
+
ElasticNet,22.0556,0.5884
|
| 71 |
+
ElasticNet,1723.7273,0.7636
|
| 72 |
+
F-Test,0.0013,0.6393
|
| 73 |
+
F-Test,0.0048,0.5626
|
| 74 |
+
F-Test,0.1081,0.7106
|
| 75 |
+
F-Test,0.1143,0.7829
|
| 76 |
+
F-Test,0.2105,0.8068
|
| 77 |
+
F-Test,0.2212,0.6911
|
| 78 |
+
F-Test,0.5882,0.7655
|
| 79 |
+
F-Test,2.5,0.6043
|
| 80 |
+
F-Test,20.7419,0.936
|
| 81 |
+
F-Test,22.0556,0.8459
|
| 82 |
+
F-Test,1723.7273,0.5576
|
| 83 |
+
GainRatio,0.0013,0.3928
|
| 84 |
+
GainRatio,0.0048,0.3684
|
| 85 |
+
GainRatio,0.1081,0.7254
|
| 86 |
+
GainRatio,0.1143,0.6624
|
| 87 |
+
GainRatio,0.2105,0.803
|
| 88 |
+
GainRatio,0.2212,0.7756
|
| 89 |
+
GainRatio,0.2647,0.4943
|
| 90 |
+
GainRatio,0.5882,0.6868
|
| 91 |
+
GainRatio,2.5,0.613
|
| 92 |
+
GainRatio,20.7419,0.957
|
| 93 |
+
GainRatio,22.0556,0.8834
|
| 94 |
+
GainRatio,1723.7273,0.9937
|
| 95 |
+
LOCO,0.1081,0.1147
|
| 96 |
+
LOCO,0.1143,0.0816
|
| 97 |
+
LOCO,0.2105,0.1819
|
| 98 |
+
LOCO,0.2212,0.1959
|
| 99 |
+
LOCO,0.2647,0.0448
|
| 100 |
+
LOCO,0.5882,0.0475
|
| 101 |
+
LOCO,2.5,0.1195
|
| 102 |
+
LOCO,22.0556,0.1365
|
| 103 |
+
LOCO,1723.7273,0.7087
|
| 104 |
+
LaplacianScore,0.0013,0.452
|
| 105 |
+
LaplacianScore,0.0048,0.2346
|
| 106 |
+
LaplacianScore,0.1081,0.5135
|
| 107 |
+
LaplacianScore,0.1143,0.7538
|
| 108 |
+
LaplacianScore,0.2105,0.7941
|
| 109 |
+
LaplacianScore,0.2212,0.4804
|
| 110 |
+
LaplacianScore,0.2647,0.3251
|
| 111 |
+
LaplacianScore,0.5882,0.6922
|
| 112 |
+
LaplacianScore,2.5,0.5653
|
| 113 |
+
LaplacianScore,20.7419,0.7848
|
| 114 |
+
LaplacianScore,22.0556,0.851
|
| 115 |
+
LaplacianScore,1723.7273,0.5853
|
| 116 |
+
Lasso,0.0013,0.1501
|
| 117 |
+
Lasso,0.0048,0.3167
|
| 118 |
+
Lasso,0.1081,0.2995
|
| 119 |
+
Lasso,0.1143,0.507
|
| 120 |
+
Lasso,0.2105,0.6766
|
| 121 |
+
Lasso,0.2212,0.3332
|
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data/lasagna/stability/tasks_multiclass/overlay_top_3.html
ADDED
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|
| 1 |
+
<!doctype html>
|
| 2 |
+
<html lang='en'><head><meta charset='utf-8'><meta name='viewport' content='width=device-width,initial-scale=1'><title>SelectArena: stability (stability, multiclass tasks)</title><style>
|
| 3 |
+
:root { --fg:#1f2328; --muted:#59636e; --bg:#ffffff; --line:#d1d9e0; --soft:#f6f8fa; --accent:#0072B2; }
|
| 4 |
+
@media (prefers-color-scheme: dark) {
|
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y='62.2' text-anchor='middle' font-size='13.5'>stable</text><text class='sa-text' x='744.8' y='247.5' text-anchor='middle' font-size='13.5'>unstable</text><rect class='sa-hit' x='658.02' y='21.00' width='40.98' height='17.25' data-tip='F-Test Stability: 0.639 (mean over budgets) Events per variable: 0.00135 Dataset: lung_cancer At this EPV: top-3, within 0.03 of the best' aria-label='F-Test Stability: 0.639 (mean over budgets) Events per variable: 0.00135 Dataset: lung_cancer At this EPV: top-3, within 0.03 of the best'/><rect class='sa-hit' x='586.85' y='21.00' width='71.17' height='17.25' data-tip='F-Test Stability: 0.563 (mean over budgets) Events per variable: 0.00477 Dataset: srbct_prediction At this EPV: top-3, within 0.03 of the best' aria-label='F-Test Stability: 0.563 (mean over budgets) Events per variable: 0.00477 Dataset: srbct_prediction At this EPV: top-3, within 0.03 of the best'/><rect class='sa-hit' x='535.27' y='21.00' width='51.58' height='17.25' data-tip='F-Test 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0.294 (mean over budgets) Events per variable: 0.00135 Dataset: lung_cancer' aria-label='MI Stability: 0.294 (mean over budgets) Events per variable: 0.00135 Dataset: lung_cancer'/><rect class='sa-hit' x='586.85' y='38.25' width='71.17' height='17.25' data-tip='MI Stability: 0.297 (mean over budgets) Events per variable: 0.00477 Dataset: srbct_prediction' aria-label='MI Stability: 0.297 (mean over budgets) Events per variable: 0.00477 Dataset: srbct_prediction'/><rect class='sa-hit' x='535.27' y='38.25' width='51.58' height='17.25' data-tip='MI Stability: 0.841 (mean over budgets) Events per variable: 0.108 Dataset: mic At this EPV: top-3, within 0.03 of the best' aria-label='MI Stability: 0.841 (mean over budgets) Events per variable: 0.108 Dataset: mic At this EPV: top-3, within 0.03 of the best'/><rect class='sa-hit' x='524.45' y='38.25' width='10.82' height='17.25' data-tip='MI Stability: 0.839 (mean over budgets) Events per variable: 0.114 Dataset: soybean_large At this EPV: 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0.662 (mean over budgets) Events per variable: 0.114 Dataset: soybean_large'/><rect class='sa-hit' x='513.73' y='55.50' width='10.72' height='17.25' data-tip='GainRatio Stability: 0.803 (mean over budgets) Events per variable: 0.211 Dataset: anneal' aria-label='GainRatio Stability: 0.803 (mean over budgets) Events per variable: 0.211 Dataset: anneal'/><rect class='sa-hit' x='510.02' y='55.50' width='3.72' height='17.25' data-tip='GainRatio Stability: 0.776 (mean over budgets) Events per variable: 0.221 Dataset: ancestry_study At this EPV: top-3, within 0.03 of the best' aria-label='GainRatio Stability: 0.776 (mean over budgets) Events per variable: 0.221 Dataset: ancestry_study At this EPV: top-3, within 0.03 of the best'/><rect class='sa-hit' x='494.13' y='55.50' width='15.88' height='17.25' data-tip='GainRatio Stability: 0.494 (mean over budgets) Events per variable: 0.265 Dataset: audiology_diagnosis' aria-label='GainRatio Stability: 0.494 (mean over budgets) Events per variable: 0.265 Dataset: audiology_diagnosis'/><rect class='sa-hit' x='457.68' y='55.50' width='36.45' height='17.25' data-tip='GainRatio Stability: 0.687 (mean over budgets) Events per variable: 0.588 Dataset: ljubljana_primary_tumor' aria-label='GainRatio Stability: 0.687 (mean over budgets) Events per variable: 0.588 Dataset: ljubljana_primary_tumor'/><rect class='sa-hit' x='399.84' y='55.50' width='57.84' height='17.25' data-tip='GainRatio Stability: 0.613 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival' aria-label='GainRatio Stability: 0.613 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival'/><rect class='sa-hit' x='364.49' y='55.50' width='35.35' height='17.25' data-tip='GainRatio Stability: 0.957 (mean over budgets) Events per variable: 20.7 Dataset: otto_group_product_classification_challenge At this EPV: top-3, within 0.03 of the best' aria-label='GainRatio Stability: 0.957 (mean over budgets) Events per variable: 20.7 Dataset: 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Dataset: sdss_17' aria-label='RFImportance Stability: 0.961 (mean over budgets) Events per variable: 1.72e+03 Dataset: sdss_17'/><rect class='sa-hit' x='658.02' y='90.00' width='40.98' height='17.25' data-tip='(R)ReliefF Stability: 0.377 (mean over budgets) Events per variable: 0.00135 Dataset: lung_cancer' aria-label='(R)ReliefF Stability: 0.377 (mean over budgets) Events per variable: 0.00135 Dataset: lung_cancer'/><rect class='sa-hit' x='586.85' y='90.00' width='71.17' height='17.25' data-tip='(R)ReliefF Stability: 0.369 (mean over budgets) Events per variable: 0.00477 Dataset: srbct_prediction At this EPV: top-3' aria-label='(R)ReliefF Stability: 0.369 (mean over budgets) Events per variable: 0.00477 Dataset: srbct_prediction At this EPV: top-3'/><rect class='sa-hit' x='535.27' y='90.00' width='51.58' height='17.25' data-tip='(R)ReliefF Stability: 0.819 (mean over budgets) Events per variable: 0.108 Dataset: mic At this EPV: top-3, within 0.03 of the best' aria-label='(R)ReliefF Stability: 0.819 (mean over budgets) Events per variable: 0.108 Dataset: mic At this EPV: top-3, within 0.03 of the best'/><rect class='sa-hit' x='524.45' y='90.00' width='10.82' height='17.25' data-tip='(R)ReliefF Stability: 0.842 (mean over budgets) Events per variable: 0.114 Dataset: soybean_large At this EPV: top-3, within 0.03 of the best' aria-label='(R)ReliefF Stability: 0.842 (mean over budgets) Events per variable: 0.114 Dataset: soybean_large At this EPV: top-3, within 0.03 of the best'/><rect class='sa-hit' x='513.73' y='90.00' width='10.72' height='17.25' data-tip='(R)ReliefF Stability: 0.808 (mean over budgets) Events per variable: 0.211 Dataset: anneal At this EPV: top-3, within 0.03 of the best' aria-label='(R)ReliefF Stability: 0.808 (mean over budgets) Events per variable: 0.211 Dataset: anneal At this EPV: top-3, within 0.03 of the best'/><rect class='sa-hit' x='510.02' y='90.00' width='3.72' height='17.25' data-tip='(R)ReliefF Stability: 0.628 (mean over budgets) 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data-tip='Lasso Stability: 0.788 (mean over budgets) Events per variable: 20.7 Dataset: otto_group_product_classification_challenge' aria-label='Lasso Stability: 0.788 (mean over budgets) Events per variable: 20.7 Dataset: otto_group_product_classification_challenge'/><rect class='sa-hit' x='292.73' y='176.25' width='71.76' height='17.25' data-tip='Lasso Stability: 0.586 (mean over budgets) Events per variable: 22.1 Dataset: predict_students_dropout_and_academic_success' aria-label='Lasso Stability: 0.586 (mean over budgets) Events per variable: 22.1 Dataset: predict_students_dropout_and_academic_success'/><rect class='sa-hit' x='151.20' y='176.25' width='141.53' height='17.25' data-tip='Lasso Stability: 0.773 (mean over budgets) Events per variable: 1.72e+03 Dataset: sdss_17' aria-label='Lasso Stability: 0.773 (mean over budgets) Events per variable: 1.72e+03 Dataset: sdss_17'/><rect class='sa-hit' x='658.02' y='193.50' width='40.98' height='17.25' data-tip='CART Stability: 0.009 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soybean_large'/><rect class='sa-hit' x='513.73' y='193.50' width='10.72' height='17.25' data-tip='CART Stability: 0.329 (mean over budgets) Events per variable: 0.211 Dataset: anneal' aria-label='CART Stability: 0.329 (mean over budgets) Events per variable: 0.211 Dataset: anneal'/><rect class='sa-hit' x='510.02' y='193.50' width='3.72' height='17.25' data-tip='CART Stability: 0.474 (mean over budgets) Events per variable: 0.221 Dataset: ancestry_study' aria-label='CART Stability: 0.474 (mean over budgets) Events per variable: 0.221 Dataset: ancestry_study'/><rect class='sa-hit' x='494.13' y='193.50' width='15.88' height='17.25' data-tip='CART Stability: 0.202 (mean over budgets) Events per variable: 0.265 Dataset: audiology_diagnosis' aria-label='CART Stability: 0.202 (mean over budgets) Events per variable: 0.265 Dataset: audiology_diagnosis'/><rect class='sa-hit' x='457.68' y='193.50' width='36.45' height='17.25' data-tip='CART Stability: 0.528 (mean over budgets) Events per variable: 0.588 Dataset: ljubljana_primary_tumor' aria-label='CART Stability: 0.528 (mean over budgets) Events per variable: 0.588 Dataset: ljubljana_primary_tumor'/><rect class='sa-hit' x='399.84' y='193.50' width='57.84' height='17.25' data-tip='CART Stability: 0.416 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival' aria-label='CART Stability: 0.416 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival'/><rect class='sa-hit' x='364.49' y='193.50' width='35.35' height='17.25' data-tip='CART Stability: 0.848 (mean over budgets) Events per variable: 20.7 Dataset: otto_group_product_classification_challenge' aria-label='CART Stability: 0.848 (mean over budgets) Events per variable: 20.7 Dataset: otto_group_product_classification_challenge'/><rect class='sa-hit' x='292.73' y='193.50' width='71.76' height='17.25' data-tip='CART Stability: 0.697 (mean over budgets) Events per variable: 22.1 Dataset: predict_students_dropout_and_academic_success' aria-label='CART Stability: 0.697 (mean over budgets) Events per variable: 22.1 Dataset: predict_students_dropout_and_academic_success'/><rect class='sa-hit' x='151.20' y='193.50' width='141.53' height='17.25' data-tip='CART Stability: 0.907 (mean over budgets) Events per variable: 1.72e+03 Dataset: sdss_17' aria-label='CART Stability: 0.907 (mean over budgets) Events per variable: 1.72e+03 Dataset: sdss_17'/><rect class='sa-hit' x='535.27' y='210.75' width='51.58' height='17.25' data-tip='SFS Stability: 0.267 (mean over budgets) Events per variable: 0.108 Dataset: mic' aria-label='SFS Stability: 0.267 (mean over budgets) Events per variable: 0.108 Dataset: mic'/><rect class='sa-hit' x='524.45' y='210.75' width='10.82' height='17.25' data-tip='SFS Stability: 0.250 (mean over budgets) Events per variable: 0.114 Dataset: soybean_large' aria-label='SFS Stability: 0.250 (mean over budgets) Events per variable: 0.114 Dataset: soybean_large'/><rect class='sa-hit' x='513.73' y='210.75' width='10.72' height='17.25' data-tip='SFS Stability: 0.256 (mean over budgets) Events per variable: 0.211 Dataset: anneal' aria-label='SFS Stability: 0.256 (mean over budgets) Events per variable: 0.211 Dataset: anneal'/><rect class='sa-hit' x='510.02' y='210.75' width='3.72' height='17.25' data-tip='SFS Stability: 0.375 (mean over budgets) Events per variable: 0.221 Dataset: ancestry_study' aria-label='SFS Stability: 0.375 (mean over budgets) Events per variable: 0.221 Dataset: ancestry_study'/><rect class='sa-hit' x='494.13' y='210.75' width='15.88' height='17.25' data-tip='SFS Stability: 0.070 (mean over budgets) Events per variable: 0.265 Dataset: audiology_diagnosis' aria-label='SFS Stability: 0.070 (mean over budgets) Events per variable: 0.265 Dataset: audiology_diagnosis'/><rect class='sa-hit' x='457.68' y='210.75' width='36.45' height='17.25' data-tip='SFS Stability: 0.211 (mean over budgets) Events per variable: 0.588 Dataset: ljubljana_primary_tumor' aria-label='SFS Stability: 0.211 (mean over budgets) Events per variable: 0.588 Dataset: ljubljana_primary_tumor'/><rect class='sa-hit' x='399.84' y='210.75' width='57.84' height='17.25' data-tip='SFS Stability: 0.261 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival' aria-label='SFS Stability: 0.261 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival'/><rect class='sa-hit' x='292.73' y='210.75' width='71.76' height='17.25' data-tip='SFS Stability: 0.654 (mean over budgets) Events per variable: 22.1 Dataset: predict_students_dropout_and_academic_success' aria-label='SFS Stability: 0.654 (mean over budgets) Events per variable: 22.1 Dataset: predict_students_dropout_and_academic_success'/><rect class='sa-hit' x='151.20' y='210.75' width='141.53' height='17.25' data-tip='SFS Stability: 0.751 (mean over budgets) Events per variable: 1.72e+03 Dataset: sdss_17' aria-label='SFS Stability: 0.751 (mean over budgets) Events per variable: 1.72e+03 Dataset: sdss_17'/><rect class='sa-hit' x='535.27' y='228.00' width='51.58' height='17.25' data-tip='LOCO Stability: 0.115 (mean over budgets) Events per variable: 0.108 Dataset: mic' aria-label='LOCO Stability: 0.115 (mean over budgets) Events per variable: 0.108 Dataset: mic'/><rect class='sa-hit' x='524.45' y='228.00' width='10.82' height='17.25' data-tip='LOCO Stability: 0.082 (mean over budgets) Events per variable: 0.114 Dataset: soybean_large' aria-label='LOCO Stability: 0.082 (mean over budgets) Events per variable: 0.114 Dataset: soybean_large'/><rect class='sa-hit' x='513.73' y='228.00' width='10.72' height='17.25' data-tip='LOCO Stability: 0.182 (mean over budgets) Events per variable: 0.211 Dataset: anneal' aria-label='LOCO Stability: 0.182 (mean over budgets) Events per variable: 0.211 Dataset: anneal'/><rect class='sa-hit' x='510.02' y='228.00' width='3.72' height='17.25' data-tip='LOCO Stability: 0.196 (mean over budgets) Events per variable: 0.221 Dataset: ancestry_study' aria-label='LOCO Stability: 0.196 (mean over budgets) Events per variable: 0.221 Dataset: ancestry_study'/><rect class='sa-hit' x='494.13' y='228.00' width='15.88' height='17.25' data-tip='LOCO Stability: 0.045 (mean over budgets) Events per variable: 0.265 Dataset: audiology_diagnosis' aria-label='LOCO Stability: 0.045 (mean over budgets) Events per variable: 0.265 Dataset: audiology_diagnosis'/><rect class='sa-hit' x='457.68' y='228.00' width='36.45' height='17.25' data-tip='LOCO Stability: 0.047 (mean over budgets) Events per variable: 0.588 Dataset: ljubljana_primary_tumor' aria-label='LOCO Stability: 0.047 (mean over budgets) Events per variable: 0.588 Dataset: ljubljana_primary_tumor'/><rect class='sa-hit' x='399.84' y='228.00' width='57.84' height='17.25' data-tip='LOCO Stability: 0.120 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival' aria-label='LOCO Stability: 0.120 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival'/><rect class='sa-hit' x='292.73' y='228.00' width='71.76' height='17.25' data-tip='LOCO Stability: 0.136 (mean over budgets) Events per variable: 22.1 Dataset: predict_students_dropout_and_academic_success' aria-label='LOCO Stability: 0.136 (mean over budgets) Events per variable: 22.1 Dataset: predict_students_dropout_and_academic_success'/><rect class='sa-hit' x='151.20' y='228.00' width='141.53' height='17.25' data-tip='LOCO Stability: 0.709 (mean over budgets) Events per variable: 1.72e+03 Dataset: sdss_17' aria-label='LOCO Stability: 0.709 (mean over budgets) Events per variable: 1.72e+03 Dataset: sdss_17'/><rect class='sa-hit' x='658.02' y='245.25' width='40.98' height='17.25' data-tip='SBE Stability: -0.000 (mean over budgets) Events per variable: 0.00135 Dataset: lung_cancer' aria-label='SBE Stability: -0.000 (mean over budgets) Events per variable: 0.00135 Dataset: lung_cancer'/><rect class='sa-hit' x='586.85' y='245.25' width='71.17' height='17.25' data-tip='SBE Stability: 0.000 (mean over budgets) Events per variable: 0.00477 Dataset: srbct_prediction' aria-label='SBE Stability: 0.000 (mean over budgets) Events per variable: 0.00477 Dataset: srbct_prediction'/><rect class='sa-hit' x='535.27' y='245.25' width='51.58' height='17.25' data-tip='SBE Stability: -0.004 (mean over budgets) Events per variable: 0.108 Dataset: mic' aria-label='SBE Stability: -0.004 (mean over budgets) Events per variable: 0.108 Dataset: mic'/><rect class='sa-hit' x='524.45' y='245.25' width='10.82' height='17.25' data-tip='SBE Stability: 0.099 (mean over budgets) Events per variable: 0.114 Dataset: soybean_large' aria-label='SBE Stability: 0.099 (mean over budgets) Events per variable: 0.114 Dataset: soybean_large'/><rect class='sa-hit' x='513.73' y='245.25' width='10.72' height='17.25' data-tip='SBE Stability: 0.153 (mean over budgets) Events per variable: 0.211 Dataset: anneal' aria-label='SBE Stability: 0.153 (mean over budgets) Events per variable: 0.211 Dataset: anneal'/><rect class='sa-hit' x='510.02' y='245.25' width='3.72' height='17.25' data-tip='SBE Stability: 0.003 (mean over budgets) Events per variable: 0.221 Dataset: ancestry_study' aria-label='SBE Stability: 0.003 (mean over budgets) Events per variable: 0.221 Dataset: ancestry_study'/><rect class='sa-hit' x='494.13' y='245.25' width='15.88' height='17.25' data-tip='SBE Stability: 0.022 (mean over budgets) Events per variable: 0.265 Dataset: audiology_diagnosis' aria-label='SBE Stability: 0.022 (mean over budgets) Events per variable: 0.265 Dataset: audiology_diagnosis'/><rect class='sa-hit' x='457.68' y='245.25' width='36.45' height='17.25' data-tip='SBE Stability: 0.157 (mean over budgets) Events per variable: 0.588 Dataset: ljubljana_primary_tumor' aria-label='SBE Stability: 0.157 (mean over budgets) Events per variable: 0.588 Dataset: ljubljana_primary_tumor'/><rect class='sa-hit' x='399.84' y='245.25' width='57.84' height='17.25' data-tip='SBE Stability: 0.167 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival' aria-label='SBE Stability: 0.167 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival'/><rect class='sa-hit' x='364.49' y='245.25' width='35.35' height='17.25' data-tip='SBE Stability: -0.001 (mean over budgets) Events per variable: 20.7 Dataset: otto_group_product_classification_challenge' aria-label='SBE Stability: -0.001 (mean over budgets) Events per variable: 20.7 Dataset: otto_group_product_classification_challenge'/><rect class='sa-hit' x='292.73' y='245.25' width='71.76' height='17.25' data-tip='SBE Stability: 0.161 (mean over budgets) Events per variable: 22.1 Dataset: predict_students_dropout_and_academic_success' aria-label='SBE Stability: 0.161 (mean over budgets) Events per variable: 22.1 Dataset: predict_students_dropout_and_academic_success'/><rect class='sa-hit' x='151.20' y='245.25' width='141.53' height='17.25' data-tip='SBE Stability: 0.688 (mean over budgets) Events per variable: 1.72e+03 Dataset: sdss_17' aria-label='SBE Stability: 0.688 (mean over budgets) Events per variable: 1.72e+03 Dataset: sdss_17'/><rect class='sa-hit' x='658.02' y='262.50' width='40.98' height='17.25' data-tip='Random Stability: -0.000 (mean over budgets) Events per variable: 0.00135 Dataset: lung_cancer' aria-label='Random Stability: -0.000 (mean over budgets) Events per variable: 0.00135 Dataset: lung_cancer'/><rect class='sa-hit' x='586.85' y='262.50' width='71.17' height='17.25' data-tip='Random Stability: -0.000 (mean over budgets) Events per variable: 0.00477 Dataset: srbct_prediction' aria-label='Random Stability: -0.000 (mean over budgets) Events per variable: 0.00477 Dataset: srbct_prediction'/><rect class='sa-hit' x='535.27' y='262.50' width='51.58' height='17.25' data-tip='Random Stability: -0.001 (mean over budgets) Events per variable: 0.108 Dataset: mic' aria-label='Random Stability: -0.001 (mean over budgets) Events per variable: 0.108 Dataset: mic'/><rect class='sa-hit' x='524.45' y='262.50' width='10.82' height='17.25' data-tip='Random Stability: 0.001 (mean over budgets) Events per variable: 0.114 Dataset: soybean_large' aria-label='Random Stability: 0.001 (mean over budgets) Events per variable: 0.114 Dataset: soybean_large'/><rect class='sa-hit' x='513.73' y='262.50' width='10.72' height='17.25' data-tip='Random Stability: -0.000 (mean over budgets) Events per variable: 0.211 Dataset: anneal' aria-label='Random Stability: -0.000 (mean over budgets) Events per variable: 0.211 Dataset: anneal'/><rect class='sa-hit' x='510.02' y='262.50' width='3.72' height='17.25' data-tip='Random Stability: -0.003 (mean over budgets) Events per variable: 0.221 Dataset: ancestry_study' aria-label='Random Stability: -0.003 (mean over budgets) Events per variable: 0.221 Dataset: ancestry_study'/><rect class='sa-hit' x='494.13' y='262.50' width='15.88' height='17.25' data-tip='Random Stability: 0.001 (mean over budgets) Events per variable: 0.265 Dataset: audiology_diagnosis' aria-label='Random Stability: 0.001 (mean over budgets) Events per variable: 0.265 Dataset: audiology_diagnosis'/><rect class='sa-hit' x='457.68' y='262.50' width='36.45' height='17.25' data-tip='Random Stability: -0.006 (mean over budgets) Events per variable: 0.588 Dataset: ljubljana_primary_tumor' aria-label='Random Stability: -0.006 (mean over budgets) Events per variable: 0.588 Dataset: ljubljana_primary_tumor'/><rect class='sa-hit' x='399.84' y='262.50' width='57.84' height='17.25' data-tip='Random Stability: -0.004 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival' aria-label='Random Stability: -0.004 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival'/><rect class='sa-hit' x='364.49' y='262.50' width='35.35' height='17.25' data-tip='Random Stability: -0.002 (mean over budgets) Events per variable: 20.7 Dataset: otto_group_product_classification_challenge' aria-label='Random Stability: -0.002 (mean over budgets) Events per variable: 20.7 Dataset: otto_group_product_classification_challenge'/><rect class='sa-hit' x='292.73' y='262.50' width='71.76' height='17.25' data-tip='Random Stability: 0.003 (mean over budgets) Events per variable: 22.1 Dataset: predict_students_dropout_and_academic_success' aria-label='Random Stability: 0.003 (mean over budgets) Events per variable: 22.1 Dataset: predict_students_dropout_and_academic_success'/><rect class='sa-hit' x='151.20' y='262.50' width='141.53' height='17.25' data-tip='Random Stability: 0.014 (mean over budgets) Events per variable: 1.72e+03 Dataset: sdss_17' aria-label='Random Stability: 0.014 (mean over budgets) Events per variable: 1.72e+03 Dataset: sdss_17'/></svg><script type='text/plain' id='sa-csv'>method,epv,stability
|
| 36 |
+
(R)ReliefF,0.0013,0.3767
|
| 37 |
+
(R)ReliefF,0.0048,0.369
|
| 38 |
+
(R)ReliefF,0.1081,0.8186
|
| 39 |
+
(R)ReliefF,0.1143,0.8418
|
| 40 |
+
(R)ReliefF,0.2105,0.8084
|
| 41 |
+
(R)ReliefF,0.2212,0.6284
|
| 42 |
+
(R)ReliefF,0.2647,0.559
|
| 43 |
+
(R)ReliefF,0.5882,0.6373
|
| 44 |
+
(R)ReliefF,2.5,0.652
|
| 45 |
+
(R)ReliefF,20.7419,0.865
|
| 46 |
+
(R)ReliefF,22.0556,0.9253
|
| 47 |
+
(R)ReliefF,1723.7273,0.6671
|
| 48 |
+
CART,0.0013,0.0093
|
| 49 |
+
CART,0.0048,0.0253
|
| 50 |
+
CART,0.1081,0.4667
|
| 51 |
+
CART,0.1143,0.3108
|
| 52 |
+
CART,0.2105,0.3293
|
| 53 |
+
CART,0.2212,0.4742
|
| 54 |
+
CART,0.2647,0.2021
|
| 55 |
+
CART,0.5882,0.5283
|
| 56 |
+
CART,2.5,0.4164
|
| 57 |
+
CART,20.7419,0.8483
|
| 58 |
+
CART,22.0556,0.6966
|
| 59 |
+
CART,1723.7273,0.9067
|
| 60 |
+
ElasticNet,0.0013,0.4218
|
| 61 |
+
ElasticNet,0.0048,0.5029
|
| 62 |
+
ElasticNet,0.1081,0.4075
|
| 63 |
+
ElasticNet,0.1143,0.5864
|
| 64 |
+
ElasticNet,0.2105,0.759
|
| 65 |
+
ElasticNet,0.2212,0.5181
|
| 66 |
+
ElasticNet,0.2647,0.4717
|
| 67 |
+
ElasticNet,0.5882,0.4654
|
| 68 |
+
ElasticNet,2.5,0.2709
|
| 69 |
+
ElasticNet,20.7419,0.8064
|
| 70 |
+
ElasticNet,22.0556,0.5884
|
| 71 |
+
ElasticNet,1723.7273,0.7636
|
| 72 |
+
F-Test,0.0013,0.6393
|
| 73 |
+
F-Test,0.0048,0.5626
|
| 74 |
+
F-Test,0.1081,0.7106
|
| 75 |
+
F-Test,0.1143,0.7829
|
| 76 |
+
F-Test,0.2105,0.8068
|
| 77 |
+
F-Test,0.2212,0.6911
|
| 78 |
+
F-Test,0.5882,0.7655
|
| 79 |
+
F-Test,2.5,0.6043
|
| 80 |
+
F-Test,20.7419,0.936
|
| 81 |
+
F-Test,22.0556,0.8459
|
| 82 |
+
F-Test,1723.7273,0.5576
|
| 83 |
+
GainRatio,0.0013,0.3928
|
| 84 |
+
GainRatio,0.0048,0.3684
|
| 85 |
+
GainRatio,0.1081,0.7254
|
| 86 |
+
GainRatio,0.1143,0.6624
|
| 87 |
+
GainRatio,0.2105,0.803
|
| 88 |
+
GainRatio,0.2212,0.7756
|
| 89 |
+
GainRatio,0.2647,0.4943
|
| 90 |
+
GainRatio,0.5882,0.6868
|
| 91 |
+
GainRatio,2.5,0.613
|
| 92 |
+
GainRatio,20.7419,0.957
|
| 93 |
+
GainRatio,22.0556,0.8834
|
| 94 |
+
GainRatio,1723.7273,0.9937
|
| 95 |
+
LOCO,0.1081,0.1147
|
| 96 |
+
LOCO,0.1143,0.0816
|
| 97 |
+
LOCO,0.2105,0.1819
|
| 98 |
+
LOCO,0.2212,0.1959
|
| 99 |
+
LOCO,0.2647,0.0448
|
| 100 |
+
LOCO,0.5882,0.0475
|
| 101 |
+
LOCO,2.5,0.1195
|
| 102 |
+
LOCO,22.0556,0.1365
|
| 103 |
+
LOCO,1723.7273,0.7087
|
| 104 |
+
LaplacianScore,0.0013,0.452
|
| 105 |
+
LaplacianScore,0.0048,0.2346
|
| 106 |
+
LaplacianScore,0.1081,0.5135
|
| 107 |
+
LaplacianScore,0.1143,0.7538
|
| 108 |
+
LaplacianScore,0.2105,0.7941
|
| 109 |
+
LaplacianScore,0.2212,0.4804
|
| 110 |
+
LaplacianScore,0.2647,0.3251
|
| 111 |
+
LaplacianScore,0.5882,0.6922
|
| 112 |
+
LaplacianScore,2.5,0.5653
|
| 113 |
+
LaplacianScore,20.7419,0.7848
|
| 114 |
+
LaplacianScore,22.0556,0.851
|
| 115 |
+
LaplacianScore,1723.7273,0.5853
|
| 116 |
+
Lasso,0.0013,0.1501
|
| 117 |
+
Lasso,0.0048,0.3167
|
| 118 |
+
Lasso,0.1081,0.2995
|
| 119 |
+
Lasso,0.1143,0.507
|
| 120 |
+
Lasso,0.2105,0.6766
|
| 121 |
+
Lasso,0.2212,0.3332
|
| 122 |
+
Lasso,0.2647,0.4021
|
| 123 |
+
Lasso,0.5882,0.4405
|
| 124 |
+
Lasso,2.5,0.2642
|
| 125 |
+
Lasso,20.7419,0.7876
|
| 126 |
+
Lasso,22.0556,0.5864
|
| 127 |
+
Lasso,1723.7273,0.7731
|
| 128 |
+
MI,0.0013,0.2938
|
| 129 |
+
MI,0.0048,0.2966
|
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|
| 1 |
+
<!doctype html>
|
| 2 |
+
<html lang='en'><head><meta charset='utf-8'><meta name='viewport' content='width=device-width,initial-scale=1'><title>SelectArena: stability (stability, multiclass tasks)</title><style>
|
| 3 |
+
:root { --fg:#1f2328; --muted:#59636e; --bg:#ffffff; --line:#d1d9e0; --soft:#f6f8fa; --accent:#0072B2; }
|
| 4 |
+
@media (prefers-color-scheme: dark) {
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+
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|
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text-anchor='middle' font-size='13.5'>stable</text><text class='sa-text' x='744.8' y='247.5' text-anchor='middle' font-size='13.5'>unstable</text><rect class='sa-hit' x='658.02' y='21.00' width='40.98' height='17.25' data-tip='F-Test Stability: 0.639 (mean over budgets) Events per variable: 0.00135 Dataset: lung_cancer At this EPV: top-3, within 0.03 of the best' aria-label='F-Test Stability: 0.639 (mean over budgets) Events per variable: 0.00135 Dataset: lung_cancer At this EPV: top-3, within 0.03 of the best'/><rect class='sa-hit' x='586.85' y='21.00' width='71.17' height='17.25' data-tip='F-Test Stability: 0.563 (mean over budgets) Events per variable: 0.00477 Dataset: srbct_prediction At this EPV: top-3, within 0.03 of the best' aria-label='F-Test Stability: 0.563 (mean over budgets) Events per variable: 0.00477 Dataset: srbct_prediction At this EPV: top-3, within 0.03 of the best'/><rect class='sa-hit' x='535.27' y='21.00' width='51.58' height='17.25' data-tip='F-Test Stability: 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ancestry_study At this EPV: top-3' aria-label='F-Test Stability: 0.691 (mean over budgets) Events per variable: 0.221 Dataset: ancestry_study At this EPV: top-3'/><rect class='sa-hit' x='457.68' y='21.00' width='36.45' height='17.25' data-tip='F-Test Stability: 0.765 (mean over budgets) Events per variable: 0.588 Dataset: ljubljana_primary_tumor At this EPV: top-3, within 0.03 of the best' aria-label='F-Test Stability: 0.765 (mean over budgets) Events per variable: 0.588 Dataset: ljubljana_primary_tumor At this EPV: top-3, within 0.03 of the best'/><rect class='sa-hit' x='399.84' y='21.00' width='57.84' height='17.25' data-tip='F-Test Stability: 0.604 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival' aria-label='F-Test Stability: 0.604 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival'/><rect class='sa-hit' x='364.49' y='21.00' width='35.35' height='17.25' data-tip='F-Test Stability: 0.936 (mean over budgets) Events per variable: 20.7 Dataset: otto_group_product_classification_challenge At this EPV: within 0.03 of the best' aria-label='F-Test Stability: 0.936 (mean over budgets) Events per variable: 20.7 Dataset: otto_group_product_classification_challenge At this EPV: within 0.03 of the best'/><rect class='sa-hit' x='292.73' y='21.00' width='71.76' height='17.25' data-tip='F-Test Stability: 0.846 (mean over budgets) Events per variable: 22.1 Dataset: predict_students_dropout_and_academic_success' aria-label='F-Test Stability: 0.846 (mean over budgets) Events per variable: 22.1 Dataset: predict_students_dropout_and_academic_success'/><rect class='sa-hit' x='151.20' y='21.00' width='141.53' height='17.25' data-tip='F-Test Stability: 0.558 (mean over budgets) Events per variable: 1.72e+03 Dataset: sdss_17' aria-label='F-Test Stability: 0.558 (mean over budgets) Events per variable: 1.72e+03 Dataset: sdss_17'/><rect class='sa-hit' x='658.02' y='38.25' width='40.98' height='17.25' data-tip='MI Stability: 0.294 (mean over budgets) Events per variable: 0.00135 Dataset: lung_cancer' aria-label='MI Stability: 0.294 (mean over budgets) Events per variable: 0.00135 Dataset: lung_cancer'/><rect class='sa-hit' x='586.85' y='38.25' width='71.17' height='17.25' data-tip='MI Stability: 0.297 (mean over budgets) Events per variable: 0.00477 Dataset: srbct_prediction' aria-label='MI Stability: 0.297 (mean over budgets) Events per variable: 0.00477 Dataset: srbct_prediction'/><rect class='sa-hit' x='535.27' y='38.25' width='51.58' height='17.25' data-tip='MI Stability: 0.841 (mean over budgets) Events per variable: 0.108 Dataset: mic At this EPV: top-3, within 0.03 of the best' aria-label='MI Stability: 0.841 (mean over budgets) Events per variable: 0.108 Dataset: mic At this EPV: top-3, within 0.03 of the best'/><rect class='sa-hit' x='524.45' y='38.25' width='10.82' height='17.25' data-tip='MI Stability: 0.839 (mean over budgets) Events per variable: 0.114 Dataset: soybean_large At this EPV: top-3, within 0.03 of the best' aria-label='MI Stability: 0.839 (mean over budgets) Events per variable: 0.114 Dataset: soybean_large At this EPV: top-3, within 0.03 of the best'/><rect class='sa-hit' x='513.73' y='38.25' width='10.72' height='17.25' data-tip='MI Stability: 0.835 (mean over budgets) Events per variable: 0.211 Dataset: anneal At this EPV: top-3, within 0.03 of the best' aria-label='MI Stability: 0.835 (mean over budgets) Events per variable: 0.211 Dataset: anneal At this EPV: top-3, within 0.03 of the best'/><rect class='sa-hit' x='510.02' y='38.25' width='3.72' height='17.25' data-tip='MI Stability: 0.727 (mean over budgets) Events per variable: 0.221 Dataset: ancestry_study At this EPV: top-3' aria-label='MI Stability: 0.727 (mean over budgets) Events per variable: 0.221 Dataset: ancestry_study At this EPV: top-3'/><rect class='sa-hit' x='494.13' y='38.25' width='15.88' height='17.25' data-tip='MI Stability: 0.592 (mean over budgets) Events per variable: 0.265 Dataset: audiology_diagnosis At this EPV: top-3, within 0.03 of the best' aria-label='MI Stability: 0.592 (mean over budgets) Events per variable: 0.265 Dataset: audiology_diagnosis At this EPV: top-3, within 0.03 of the best'/><rect class='sa-hit' x='457.68' y='38.25' width='36.45' height='17.25' data-tip='MI Stability: 0.707 (mean over budgets) Events per variable: 0.588 Dataset: ljubljana_primary_tumor At this EPV: top-3' aria-label='MI Stability: 0.707 (mean over budgets) Events per variable: 0.588 Dataset: ljubljana_primary_tumor At this EPV: top-3'/><rect class='sa-hit' x='399.84' y='38.25' width='57.84' height='17.25' data-tip='MI Stability: 0.632 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival At this EPV: top-3' aria-label='MI Stability: 0.632 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival At this EPV: top-3'/><rect class='sa-hit' x='364.49' y='38.25' width='35.35' height='17.25' data-tip='MI Stability: 0.920 (mean over budgets) Events per variable: 20.7 Dataset: otto_group_product_classification_challenge' aria-label='MI Stability: 0.920 (mean over budgets) Events per variable: 20.7 Dataset: otto_group_product_classification_challenge'/><rect class='sa-hit' x='292.73' y='38.25' width='71.76' height='17.25' data-tip='MI Stability: 0.789 (mean over budgets) Events per variable: 22.1 Dataset: predict_students_dropout_and_academic_success' aria-label='MI Stability: 0.789 (mean over budgets) Events per variable: 22.1 Dataset: predict_students_dropout_and_academic_success'/><rect class='sa-hit' x='151.20' y='38.25' width='141.53' height='17.25' data-tip='MI Stability: 0.968 (mean over budgets) Events per variable: 1.72e+03 Dataset: sdss_17 At this EPV: top-3, within 0.03 of the best' aria-label='MI Stability: 0.968 (mean over budgets) Events per variable: 1.72e+03 Dataset: sdss_17 At this EPV: top-3, within 0.03 of the best'/><rect class='sa-hit' x='658.02' y='55.50' width='40.98' height='17.25' data-tip='GainRatio Stability: 0.393 (mean over budgets) Events per variable: 0.00135 Dataset: lung_cancer' aria-label='GainRatio Stability: 0.393 (mean over budgets) Events per variable: 0.00135 Dataset: lung_cancer'/><rect class='sa-hit' x='586.85' y='55.50' width='71.17' height='17.25' data-tip='GainRatio Stability: 0.368 (mean over budgets) Events per variable: 0.00477 Dataset: srbct_prediction' aria-label='GainRatio Stability: 0.368 (mean over budgets) Events per variable: 0.00477 Dataset: srbct_prediction'/><rect class='sa-hit' x='535.27' y='55.50' width='51.58' height='17.25' data-tip='GainRatio Stability: 0.725 (mean over budgets) Events per variable: 0.108 Dataset: mic' aria-label='GainRatio Stability: 0.725 (mean over budgets) Events per variable: 0.108 Dataset: mic'/><rect class='sa-hit' x='524.45' y='55.50' width='10.82' height='17.25' data-tip='GainRatio Stability: 0.662 (mean over budgets) Events per variable: 0.114 Dataset: soybean_large' aria-label='GainRatio Stability: 0.662 (mean over budgets) Events per variable: 0.114 Dataset: soybean_large'/><rect class='sa-hit' x='513.73' y='55.50' width='10.72' height='17.25' data-tip='GainRatio Stability: 0.803 (mean over budgets) Events per variable: 0.211 Dataset: anneal' aria-label='GainRatio Stability: 0.803 (mean over budgets) Events per variable: 0.211 Dataset: anneal'/><rect class='sa-hit' x='510.02' y='55.50' width='3.72' height='17.25' data-tip='GainRatio Stability: 0.776 (mean over budgets) Events per variable: 0.221 Dataset: ancestry_study At this EPV: top-3, within 0.03 of the best' aria-label='GainRatio Stability: 0.776 (mean over budgets) Events per variable: 0.221 Dataset: ancestry_study At this EPV: top-3, within 0.03 of the best'/><rect class='sa-hit' x='494.13' y='55.50' width='15.88' height='17.25' data-tip='GainRatio Stability: 0.494 (mean over budgets) Events per variable: 0.265 Dataset: audiology_diagnosis' aria-label='GainRatio Stability: 0.494 (mean over budgets) Events per variable: 0.265 Dataset: audiology_diagnosis'/><rect class='sa-hit' x='457.68' y='55.50' width='36.45' height='17.25' data-tip='GainRatio Stability: 0.687 (mean over budgets) Events per variable: 0.588 Dataset: ljubljana_primary_tumor' aria-label='GainRatio Stability: 0.687 (mean over budgets) Events per variable: 0.588 Dataset: ljubljana_primary_tumor'/><rect class='sa-hit' x='399.84' y='55.50' width='57.84' height='17.25' data-tip='GainRatio Stability: 0.613 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival' aria-label='GainRatio Stability: 0.613 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival'/><rect class='sa-hit' x='364.49' y='55.50' width='35.35' height='17.25' data-tip='GainRatio Stability: 0.957 (mean over budgets) Events per variable: 20.7 Dataset: otto_group_product_classification_challenge At this EPV: top-3, within 0.03 of the best' aria-label='GainRatio Stability: 0.957 (mean over budgets) Events per variable: 20.7 Dataset: otto_group_product_classification_challenge At this EPV: top-3, within 0.03 of the best'/><rect class='sa-hit' x='292.73' y='55.50' width='71.76' height='17.25' data-tip='GainRatio Stability: 0.883 (mean over budgets) Events per variable: 22.1 Dataset: predict_students_dropout_and_academic_success At this EPV: top-3' aria-label='GainRatio Stability: 0.883 (mean over budgets) Events per variable: 22.1 Dataset: predict_students_dropout_and_academic_success At this EPV: top-3'/><rect class='sa-hit' x='151.20' y='55.50' width='141.53' height='17.25' data-tip='GainRatio Stability: 0.994 (mean over budgets) Events per variable: 1.72e+03 Dataset: sdss_17 At this EPV: top-3, within 0.03 of the best' aria-label='GainRatio Stability: 0.994 (mean over budgets) Events per variable: 1.72e+03 Dataset: sdss_17 At this EPV: top-3, within 0.03 of the best'/><rect class='sa-hit' x='658.02' y='72.75' width='40.98' height='17.25' data-tip='RFImportance Stability: 0.084 (mean over budgets) Events per variable: 0.00135 Dataset: lung_cancer' aria-label='RFImportance Stability: 0.084 (mean over budgets) Events per variable: 0.00135 Dataset: lung_cancer'/><rect class='sa-hit' x='586.85' y='72.75' width='71.17' height='17.25' data-tip='RFImportance Stability: 0.246 (mean over budgets) Events per variable: 0.00477 Dataset: srbct_prediction' aria-label='RFImportance Stability: 0.246 (mean over budgets) Events per variable: 0.00477 Dataset: srbct_prediction'/><rect class='sa-hit' x='535.27' y='72.75' width='51.58' height='17.25' data-tip='RFImportance Stability: 0.820 (mean over budgets) Events per variable: 0.108 Dataset: mic At this EPV: top-3, within 0.03 of the best' aria-label='RFImportance Stability: 0.820 (mean over budgets) Events per variable: 0.108 Dataset: mic At this EPV: top-3, within 0.03 of the best'/><rect class='sa-hit' x='524.45' y='72.75' width='10.82' height='17.25' data-tip='RFImportance Stability: 0.719 (mean over budgets) Events per variable: 0.114 Dataset: soybean_large' aria-label='RFImportance Stability: 0.719 (mean over budgets) Events per variable: 0.114 Dataset: soybean_large'/><rect class='sa-hit' x='513.73' y='72.75' width='10.72' height='17.25' data-tip='RFImportance Stability: 0.818 (mean over budgets) Events per variable: 0.211 Dataset: anneal At this EPV: top-3, within 0.03 of the best' aria-label='RFImportance Stability: 0.818 (mean over budgets) Events per variable: 0.211 Dataset: anneal At this EPV: top-3, within 0.03 of the best'/><rect class='sa-hit' x='510.02' y='72.75' width='3.72' height='17.25' data-tip='RFImportance Stability: 0.686 (mean over budgets) Events per variable: 0.221 Dataset: ancestry_study' aria-label='RFImportance Stability: 0.686 (mean over budgets) Events per variable: 0.221 Dataset: ancestry_study'/><rect class='sa-hit' x='494.13' y='72.75' width='15.88' height='17.25' data-tip='RFImportance Stability: 0.608 (mean over budgets) Events per variable: 0.265 Dataset: audiology_diagnosis At this EPV: top-3, within 0.03 of the best' aria-label='RFImportance Stability: 0.608 (mean over budgets) Events per variable: 0.265 Dataset: audiology_diagnosis At this EPV: top-3, within 0.03 of the best'/><rect class='sa-hit' x='457.68' y='72.75' width='36.45' height='17.25' data-tip='RFImportance Stability: 0.704 (mean over budgets) Events per variable: 0.588 Dataset: ljubljana_primary_tumor At this EPV: top-3' aria-label='RFImportance Stability: 0.704 (mean over budgets) Events per variable: 0.588 Dataset: ljubljana_primary_tumor At this EPV: top-3'/><rect class='sa-hit' x='399.84' y='72.75' width='57.84' height='17.25' data-tip='RFImportance Stability: 0.710 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival At this EPV: top-3, within 0.03 of the best' aria-label='RFImportance Stability: 0.710 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival At this EPV: top-3, within 0.03 of the best'/><rect class='sa-hit' x='364.49' y='72.75' width='35.35' height='17.25' data-tip='RFImportance Stability: 0.940 (mean over budgets) Events per variable: 20.7 Dataset: otto_group_product_classification_challenge At this EPV: top-3, within 0.03 of the best' aria-label='RFImportance Stability: 0.940 (mean over budgets) Events per variable: 20.7 Dataset: otto_group_product_classification_challenge At this EPV: top-3, within 0.03 of the best'/><rect class='sa-hit' x='292.73' y='72.75' width='71.76' height='17.25' data-tip='RFImportance Stability: 0.905 (mean over budgets) Events per variable: 22.1 Dataset: predict_students_dropout_and_academic_success At this EPV: top-3, within 0.03 of the best' aria-label='RFImportance Stability: 0.905 (mean over budgets) Events per variable: 22.1 Dataset: predict_students_dropout_and_academic_success At this EPV: top-3, within 0.03 of the best'/><rect class='sa-hit' x='151.20' y='72.75' width='141.53' height='17.25' data-tip='RFImportance Stability: 0.961 (mean over budgets) Events per variable: 1.72e+03 Dataset: sdss_17' aria-label='RFImportance Stability: 0.961 (mean over budgets) Events per variable: 1.72e+03 Dataset: sdss_17'/><rect class='sa-hit' x='658.02' y='90.00' width='40.98' height='17.25' data-tip='(R)ReliefF Stability: 0.377 (mean over budgets) Events per variable: 0.00135 Dataset: lung_cancer' aria-label='(R)ReliefF Stability: 0.377 (mean over budgets) Events per variable: 0.00135 Dataset: lung_cancer'/><rect class='sa-hit' x='586.85' y='90.00' width='71.17' height='17.25' data-tip='(R)ReliefF Stability: 0.369 (mean over budgets) Events per variable: 0.00477 Dataset: srbct_prediction At this EPV: top-3' aria-label='(R)ReliefF Stability: 0.369 (mean over budgets) Events per variable: 0.00477 Dataset: srbct_prediction At this EPV: top-3'/><rect class='sa-hit' x='535.27' y='90.00' width='51.58' height='17.25' data-tip='(R)ReliefF Stability: 0.819 (mean over budgets) Events per variable: 0.108 Dataset: mic At this EPV: top-3, within 0.03 of the best' aria-label='(R)ReliefF Stability: 0.819 (mean over budgets) Events per variable: 0.108 Dataset: mic At this EPV: top-3, within 0.03 of the best'/><rect class='sa-hit' x='524.45' y='90.00' width='10.82' height='17.25' data-tip='(R)ReliefF Stability: 0.842 (mean over budgets) Events per variable: 0.114 Dataset: soybean_large At this EPV: top-3, within 0.03 of the best' aria-label='(R)ReliefF Stability: 0.842 (mean over budgets) Events per variable: 0.114 Dataset: soybean_large At this EPV: top-3, within 0.03 of the best'/><rect class='sa-hit' x='513.73' y='90.00' width='10.72' height='17.25' data-tip='(R)ReliefF Stability: 0.808 (mean over budgets) Events per variable: 0.211 Dataset: anneal At this EPV: top-3, within 0.03 of the best' aria-label='(R)ReliefF Stability: 0.808 (mean over budgets) Events per variable: 0.211 Dataset: anneal At this EPV: top-3, within 0.03 of the best'/><rect class='sa-hit' x='510.02' y='90.00' width='3.72' height='17.25' data-tip='(R)ReliefF Stability: 0.628 (mean over budgets) Events per variable: 0.221 Dataset: ancestry_study' aria-label='(R)ReliefF Stability: 0.628 (mean over budgets) Events per variable: 0.221 Dataset: ancestry_study'/><rect class='sa-hit' x='494.13' y='90.00' width='15.88' height='17.25' data-tip='(R)ReliefF Stability: 0.559 (mean over budgets) Events per variable: 0.265 Dataset: audiology_diagnosis' aria-label='(R)ReliefF Stability: 0.559 (mean over budgets) Events per variable: 0.265 Dataset: audiology_diagnosis'/><rect class='sa-hit' x='457.68' y='90.00' width='36.45' height='17.25' data-tip='(R)ReliefF Stability: 0.637 (mean over budgets) Events per variable: 0.588 Dataset: ljubljana_primary_tumor' aria-label='(R)ReliefF Stability: 0.637 (mean over budgets) Events per variable: 0.588 Dataset: ljubljana_primary_tumor'/><rect class='sa-hit' x='399.84' y='90.00' width='57.84' height='17.25' data-tip='(R)ReliefF Stability: 0.652 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival At this EPV: top-3' aria-label='(R)ReliefF Stability: 0.652 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival At this EPV: top-3'/><rect class='sa-hit' x='364.49' y='90.00' width='35.35' height='17.25' data-tip='(R)ReliefF Stability: 0.865 (mean over budgets) Events per variable: 20.7 Dataset: otto_group_product_classification_challenge' aria-label='(R)ReliefF Stability: 0.865 (mean over budgets) Events per variable: 20.7 Dataset: otto_group_product_classification_challenge'/><rect class='sa-hit' x='292.73' y='90.00' width='71.76' height='17.25' data-tip='(R)ReliefF Stability: 0.925 (mean over budgets) Events per variable: 22.1 Dataset: predict_students_dropout_and_academic_success At this EPV: top-3, within 0.03 of the best' aria-label='(R)ReliefF Stability: 0.925 (mean over budgets) Events per variable: 22.1 Dataset: predict_students_dropout_and_academic_success At this EPV: top-3, within 0.03 of the best'/><rect class='sa-hit' x='151.20' y='90.00' width='141.53' height='17.25' data-tip='(R)ReliefF Stability: 0.667 (mean over budgets) Events per variable: 1.72e+03 Dataset: sdss_17' aria-label='(R)ReliefF Stability: 0.667 (mean over budgets) Events per variable: 1.72e+03 Dataset: sdss_17'/><rect class='sa-hit' x='658.02' y='107.25' width='40.98' height='17.25' data-tip='mRMR Stability: 0.231 (mean over budgets) Events per variable: 0.00135 Dataset: lung_cancer' aria-label='mRMR Stability: 0.231 (mean over budgets) Events per variable: 0.00135 Dataset: lung_cancer'/><rect class='sa-hit' x='586.85' y='107.25' width='71.17' height='17.25' data-tip='mRMR Stability: 0.350 (mean over budgets) Events per variable: 0.00477 Dataset: srbct_prediction' aria-label='mRMR Stability: 0.350 (mean over budgets) Events per variable: 0.00477 Dataset: srbct_prediction'/><rect class='sa-hit' x='535.27' y='107.25' width='51.58' height='17.25' data-tip='mRMR Stability: 0.518 (mean over budgets) Events per variable: 0.108 Dataset: mic' aria-label='mRMR Stability: 0.518 (mean over budgets) Events per variable: 0.108 Dataset: mic'/><rect class='sa-hit' x='524.45' y='107.25' width='10.82' height='17.25' data-tip='mRMR Stability: 0.678 (mean over budgets) Events per variable: 0.114 Dataset: soybean_large' aria-label='mRMR Stability: 0.678 (mean over budgets) Events per variable: 0.114 Dataset: soybean_large'/><rect class='sa-hit' x='513.73' y='107.25' width='10.72' height='17.25' data-tip='mRMR Stability: 0.697 (mean over budgets) Events per variable: 0.211 Dataset: anneal' aria-label='mRMR Stability: 0.697 (mean over budgets) Events per variable: 0.211 Dataset: anneal'/><rect class='sa-hit' x='510.02' y='107.25' width='3.72' height='17.25' data-tip='mRMR Stability: 0.688 (mean over budgets) Events per variable: 0.221 Dataset: ancestry_study' aria-label='mRMR Stability: 0.688 (mean over budgets) Events per variable: 0.221 Dataset: ancestry_study'/><rect class='sa-hit' x='494.13' y='107.25' width='15.88' height='17.25' data-tip='mRMR Stability: 0.568 (mean over budgets) Events per variable: 0.265 Dataset: audiology_diagnosis At this EPV: top-3' aria-label='mRMR Stability: 0.568 (mean over budgets) Events per variable: 0.265 Dataset: audiology_diagnosis At this EPV: top-3'/><rect class='sa-hit' x='457.68' y='107.25' width='36.45' height='17.25' data-tip='mRMR Stability: 0.665 (mean over budgets) Events per variable: 0.588 Dataset: ljubljana_primary_tumor' aria-label='mRMR Stability: 0.665 (mean over budgets) Events per variable: 0.588 Dataset: ljubljana_primary_tumor'/><rect class='sa-hit' x='399.84' y='107.25' width='57.84' height='17.25' data-tip='mRMR Stability: 0.359 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival' aria-label='mRMR Stability: 0.359 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival'/><rect class='sa-hit' x='364.49' y='107.25' width='35.35' height='17.25' data-tip='mRMR Stability: 0.942 (mean over budgets) Events per variable: 20.7 Dataset: 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soybean_large'/><rect class='sa-hit' x='513.73' y='210.75' width='10.72' height='17.25' data-tip='SFS Stability: 0.256 (mean over budgets) Events per variable: 0.211 Dataset: anneal' aria-label='SFS Stability: 0.256 (mean over budgets) Events per variable: 0.211 Dataset: anneal'/><rect class='sa-hit' x='510.02' y='210.75' width='3.72' height='17.25' data-tip='SFS Stability: 0.375 (mean over budgets) Events per variable: 0.221 Dataset: ancestry_study' aria-label='SFS Stability: 0.375 (mean over budgets) Events per variable: 0.221 Dataset: ancestry_study'/><rect class='sa-hit' x='494.13' y='210.75' width='15.88' height='17.25' data-tip='SFS Stability: 0.070 (mean over budgets) Events per variable: 0.265 Dataset: audiology_diagnosis' aria-label='SFS Stability: 0.070 (mean over budgets) Events per variable: 0.265 Dataset: audiology_diagnosis'/><rect class='sa-hit' x='457.68' y='210.75' width='36.45' height='17.25' data-tip='SFS Stability: 0.211 (mean over budgets) Events per variable: 0.588 Dataset: ljubljana_primary_tumor' aria-label='SFS Stability: 0.211 (mean over budgets) Events per variable: 0.588 Dataset: ljubljana_primary_tumor'/><rect class='sa-hit' x='399.84' y='210.75' width='57.84' height='17.25' data-tip='SFS Stability: 0.261 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival' aria-label='SFS Stability: 0.261 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival'/><rect class='sa-hit' x='292.73' y='210.75' width='71.76' height='17.25' data-tip='SFS Stability: 0.654 (mean over budgets) Events per variable: 22.1 Dataset: predict_students_dropout_and_academic_success' aria-label='SFS Stability: 0.654 (mean over budgets) Events per variable: 22.1 Dataset: predict_students_dropout_and_academic_success'/><rect class='sa-hit' x='151.20' y='210.75' width='141.53' height='17.25' data-tip='SFS Stability: 0.751 (mean over budgets) Events per variable: 1.72e+03 Dataset: sdss_17' aria-label='SFS Stability: 0.751 (mean over budgets) Events per variable: 1.72e+03 Dataset: sdss_17'/><rect class='sa-hit' x='535.27' y='228.00' width='51.58' height='17.25' data-tip='LOCO Stability: 0.115 (mean over budgets) Events per variable: 0.108 Dataset: mic' aria-label='LOCO Stability: 0.115 (mean over budgets) Events per variable: 0.108 Dataset: mic'/><rect class='sa-hit' x='524.45' y='228.00' width='10.82' height='17.25' data-tip='LOCO Stability: 0.082 (mean over budgets) Events per variable: 0.114 Dataset: soybean_large' aria-label='LOCO Stability: 0.082 (mean over budgets) Events per variable: 0.114 Dataset: soybean_large'/><rect class='sa-hit' x='513.73' y='228.00' width='10.72' height='17.25' data-tip='LOCO Stability: 0.182 (mean over budgets) Events per variable: 0.211 Dataset: anneal' aria-label='LOCO Stability: 0.182 (mean over budgets) Events per variable: 0.211 Dataset: anneal'/><rect class='sa-hit' x='510.02' y='228.00' width='3.72' height='17.25' data-tip='LOCO Stability: 0.196 (mean over budgets) Events per variable: 0.221 Dataset: ancestry_study' aria-label='LOCO Stability: 0.196 (mean over budgets) Events per variable: 0.221 Dataset: ancestry_study'/><rect class='sa-hit' x='494.13' y='228.00' width='15.88' height='17.25' data-tip='LOCO Stability: 0.045 (mean over budgets) Events per variable: 0.265 Dataset: audiology_diagnosis' aria-label='LOCO Stability: 0.045 (mean over budgets) Events per variable: 0.265 Dataset: audiology_diagnosis'/><rect class='sa-hit' x='457.68' y='228.00' width='36.45' height='17.25' data-tip='LOCO Stability: 0.047 (mean over budgets) Events per variable: 0.588 Dataset: ljubljana_primary_tumor' aria-label='LOCO Stability: 0.047 (mean over budgets) Events per variable: 0.588 Dataset: ljubljana_primary_tumor'/><rect class='sa-hit' x='399.84' y='228.00' width='57.84' height='17.25' data-tip='LOCO Stability: 0.120 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival' aria-label='LOCO Stability: 0.120 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival'/><rect class='sa-hit' x='292.73' y='228.00' width='71.76' height='17.25' data-tip='LOCO Stability: 0.136 (mean over budgets) Events per variable: 22.1 Dataset: predict_students_dropout_and_academic_success' aria-label='LOCO Stability: 0.136 (mean over budgets) Events per variable: 22.1 Dataset: predict_students_dropout_and_academic_success'/><rect class='sa-hit' x='151.20' y='228.00' width='141.53' height='17.25' data-tip='LOCO Stability: 0.709 (mean over budgets) Events per variable: 1.72e+03 Dataset: sdss_17' aria-label='LOCO Stability: 0.709 (mean over budgets) Events per variable: 1.72e+03 Dataset: sdss_17'/><rect class='sa-hit' x='658.02' y='245.25' width='40.98' height='17.25' data-tip='SBE Stability: -0.000 (mean over budgets) Events per variable: 0.00135 Dataset: lung_cancer' aria-label='SBE Stability: -0.000 (mean over budgets) Events per variable: 0.00135 Dataset: lung_cancer'/><rect class='sa-hit' x='586.85' y='245.25' width='71.17' height='17.25' data-tip='SBE Stability: 0.000 (mean over budgets) Events per variable: 0.00477 Dataset: srbct_prediction' aria-label='SBE Stability: 0.000 (mean over budgets) Events per variable: 0.00477 Dataset: srbct_prediction'/><rect class='sa-hit' x='535.27' y='245.25' width='51.58' height='17.25' data-tip='SBE Stability: -0.004 (mean over budgets) Events per variable: 0.108 Dataset: mic' aria-label='SBE Stability: -0.004 (mean over budgets) Events per variable: 0.108 Dataset: mic'/><rect class='sa-hit' x='524.45' y='245.25' width='10.82' height='17.25' data-tip='SBE Stability: 0.099 (mean over budgets) Events per variable: 0.114 Dataset: soybean_large' aria-label='SBE Stability: 0.099 (mean over budgets) Events per variable: 0.114 Dataset: soybean_large'/><rect class='sa-hit' x='513.73' y='245.25' width='10.72' height='17.25' data-tip='SBE Stability: 0.153 (mean over budgets) Events per variable: 0.211 Dataset: anneal' aria-label='SBE Stability: 0.153 (mean over budgets) Events per variable: 0.211 Dataset: anneal'/><rect class='sa-hit' x='510.02' y='245.25' width='3.72' height='17.25' data-tip='SBE Stability: 0.003 (mean over budgets) Events per variable: 0.221 Dataset: ancestry_study' aria-label='SBE Stability: 0.003 (mean over budgets) Events per variable: 0.221 Dataset: ancestry_study'/><rect class='sa-hit' x='494.13' y='245.25' width='15.88' height='17.25' data-tip='SBE Stability: 0.022 (mean over budgets) Events per variable: 0.265 Dataset: audiology_diagnosis' aria-label='SBE Stability: 0.022 (mean over budgets) Events per variable: 0.265 Dataset: audiology_diagnosis'/><rect class='sa-hit' x='457.68' y='245.25' width='36.45' height='17.25' data-tip='SBE Stability: 0.157 (mean over budgets) Events per variable: 0.588 Dataset: ljubljana_primary_tumor' aria-label='SBE Stability: 0.157 (mean over budgets) Events per variable: 0.588 Dataset: ljubljana_primary_tumor'/><rect class='sa-hit' x='399.84' y='245.25' width='57.84' height='17.25' data-tip='SBE Stability: 0.167 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival' aria-label='SBE Stability: 0.167 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival'/><rect class='sa-hit' x='364.49' y='245.25' width='35.35' height='17.25' data-tip='SBE Stability: -0.001 (mean over budgets) Events per variable: 20.7 Dataset: otto_group_product_classification_challenge' aria-label='SBE Stability: -0.001 (mean over budgets) Events per variable: 20.7 Dataset: otto_group_product_classification_challenge'/><rect class='sa-hit' x='292.73' y='245.25' width='71.76' height='17.25' data-tip='SBE Stability: 0.161 (mean over budgets) Events per variable: 22.1 Dataset: predict_students_dropout_and_academic_success' aria-label='SBE Stability: 0.161 (mean over budgets) Events per variable: 22.1 Dataset: predict_students_dropout_and_academic_success'/><rect class='sa-hit' x='151.20' y='245.25' width='141.53' height='17.25' data-tip='SBE Stability: 0.688 (mean over budgets) Events per variable: 1.72e+03 Dataset: sdss_17' aria-label='SBE Stability: 0.688 (mean over budgets) Events per variable: 1.72e+03 Dataset: sdss_17'/><rect class='sa-hit' x='658.02' y='262.50' width='40.98' height='17.25' data-tip='Random Stability: -0.000 (mean over budgets) Events per variable: 0.00135 Dataset: lung_cancer' aria-label='Random Stability: -0.000 (mean over budgets) Events per variable: 0.00135 Dataset: lung_cancer'/><rect class='sa-hit' x='586.85' y='262.50' width='71.17' height='17.25' data-tip='Random Stability: -0.000 (mean over budgets) Events per variable: 0.00477 Dataset: srbct_prediction' aria-label='Random Stability: -0.000 (mean over budgets) Events per variable: 0.00477 Dataset: srbct_prediction'/><rect class='sa-hit' x='535.27' y='262.50' width='51.58' height='17.25' data-tip='Random Stability: -0.001 (mean over budgets) Events per variable: 0.108 Dataset: mic' aria-label='Random Stability: -0.001 (mean over budgets) Events per variable: 0.108 Dataset: mic'/><rect class='sa-hit' x='524.45' y='262.50' width='10.82' height='17.25' data-tip='Random Stability: 0.001 (mean over budgets) Events per variable: 0.114 Dataset: soybean_large' aria-label='Random Stability: 0.001 (mean over budgets) Events per variable: 0.114 Dataset: soybean_large'/><rect class='sa-hit' x='513.73' y='262.50' width='10.72' height='17.25' data-tip='Random Stability: -0.000 (mean over budgets) Events per variable: 0.211 Dataset: anneal' aria-label='Random Stability: -0.000 (mean over budgets) Events per variable: 0.211 Dataset: anneal'/><rect class='sa-hit' x='510.02' y='262.50' width='3.72' height='17.25' data-tip='Random Stability: -0.003 (mean over budgets) Events per variable: 0.221 Dataset: ancestry_study' aria-label='Random Stability: -0.003 (mean over budgets) Events per variable: 0.221 Dataset: ancestry_study'/><rect class='sa-hit' x='494.13' y='262.50' width='15.88' height='17.25' data-tip='Random Stability: 0.001 (mean over budgets) Events per variable: 0.265 Dataset: audiology_diagnosis' aria-label='Random Stability: 0.001 (mean over budgets) Events per variable: 0.265 Dataset: audiology_diagnosis'/><rect class='sa-hit' x='457.68' y='262.50' width='36.45' height='17.25' data-tip='Random Stability: -0.006 (mean over budgets) Events per variable: 0.588 Dataset: ljubljana_primary_tumor' aria-label='Random Stability: -0.006 (mean over budgets) Events per variable: 0.588 Dataset: ljubljana_primary_tumor'/><rect class='sa-hit' x='399.84' y='262.50' width='57.84' height='17.25' data-tip='Random Stability: -0.004 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival' aria-label='Random Stability: -0.004 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival'/><rect class='sa-hit' x='364.49' y='262.50' width='35.35' height='17.25' data-tip='Random Stability: -0.002 (mean over budgets) Events per variable: 20.7 Dataset: otto_group_product_classification_challenge' aria-label='Random Stability: -0.002 (mean over budgets) Events per variable: 20.7 Dataset: otto_group_product_classification_challenge'/><rect class='sa-hit' x='292.73' y='262.50' width='71.76' height='17.25' data-tip='Random Stability: 0.003 (mean over budgets) Events per variable: 22.1 Dataset: predict_students_dropout_and_academic_success' aria-label='Random Stability: 0.003 (mean over budgets) Events per variable: 22.1 Dataset: predict_students_dropout_and_academic_success'/><rect class='sa-hit' x='151.20' y='262.50' width='141.53' height='17.25' data-tip='Random Stability: 0.014 (mean over budgets) Events per variable: 1.72e+03 Dataset: sdss_17' aria-label='Random Stability: 0.014 (mean over budgets) Events per variable: 1.72e+03 Dataset: sdss_17'/></svg><script type='text/plain' id='sa-csv'>method,epv,stability
|
| 36 |
+
(R)ReliefF,0.0013,0.3767
|
| 37 |
+
(R)ReliefF,0.0048,0.369
|
| 38 |
+
(R)ReliefF,0.1081,0.8186
|
| 39 |
+
(R)ReliefF,0.1143,0.8418
|
| 40 |
+
(R)ReliefF,0.2105,0.8084
|
| 41 |
+
(R)ReliefF,0.2212,0.6284
|
| 42 |
+
(R)ReliefF,0.2647,0.559
|
| 43 |
+
(R)ReliefF,0.5882,0.6373
|
| 44 |
+
(R)ReliefF,2.5,0.652
|
| 45 |
+
(R)ReliefF,20.7419,0.865
|
| 46 |
+
(R)ReliefF,22.0556,0.9253
|
| 47 |
+
(R)ReliefF,1723.7273,0.6671
|
| 48 |
+
CART,0.0013,0.0093
|
| 49 |
+
CART,0.0048,0.0253
|
| 50 |
+
CART,0.1081,0.4667
|
| 51 |
+
CART,0.1143,0.3108
|
| 52 |
+
CART,0.2105,0.3293
|
| 53 |
+
CART,0.2212,0.4742
|
| 54 |
+
CART,0.2647,0.2021
|
| 55 |
+
CART,0.5882,0.5283
|
| 56 |
+
CART,2.5,0.4164
|
| 57 |
+
CART,20.7419,0.8483
|
| 58 |
+
CART,22.0556,0.6966
|
| 59 |
+
CART,1723.7273,0.9067
|
| 60 |
+
ElasticNet,0.0013,0.4218
|
| 61 |
+
ElasticNet,0.0048,0.5029
|
| 62 |
+
ElasticNet,0.1081,0.4075
|
| 63 |
+
ElasticNet,0.1143,0.5864
|
| 64 |
+
ElasticNet,0.2105,0.759
|
| 65 |
+
ElasticNet,0.2212,0.5181
|
| 66 |
+
ElasticNet,0.2647,0.4717
|
| 67 |
+
ElasticNet,0.5882,0.4654
|
| 68 |
+
ElasticNet,2.5,0.2709
|
| 69 |
+
ElasticNet,20.7419,0.8064
|
| 70 |
+
ElasticNet,22.0556,0.5884
|
| 71 |
+
ElasticNet,1723.7273,0.7636
|
| 72 |
+
F-Test,0.0013,0.6393
|
| 73 |
+
F-Test,0.0048,0.5626
|
| 74 |
+
F-Test,0.1081,0.7106
|
| 75 |
+
F-Test,0.1143,0.7829
|
| 76 |
+
F-Test,0.2105,0.8068
|
| 77 |
+
F-Test,0.2212,0.6911
|
| 78 |
+
F-Test,0.5882,0.7655
|
| 79 |
+
F-Test,2.5,0.6043
|
| 80 |
+
F-Test,20.7419,0.936
|
| 81 |
+
F-Test,22.0556,0.8459
|
| 82 |
+
F-Test,1723.7273,0.5576
|
| 83 |
+
GainRatio,0.0013,0.3928
|
| 84 |
+
GainRatio,0.0048,0.3684
|
| 85 |
+
GainRatio,0.1081,0.7254
|
| 86 |
+
GainRatio,0.1143,0.6624
|
| 87 |
+
GainRatio,0.2105,0.803
|
| 88 |
+
GainRatio,0.2212,0.7756
|
| 89 |
+
GainRatio,0.2647,0.4943
|
| 90 |
+
GainRatio,0.5882,0.6868
|
| 91 |
+
GainRatio,2.5,0.613
|
| 92 |
+
GainRatio,20.7419,0.957
|
| 93 |
+
GainRatio,22.0556,0.8834
|
| 94 |
+
GainRatio,1723.7273,0.9937
|
| 95 |
+
LOCO,0.1081,0.1147
|
| 96 |
+
LOCO,0.1143,0.0816
|
| 97 |
+
LOCO,0.2105,0.1819
|
| 98 |
+
LOCO,0.2212,0.1959
|
| 99 |
+
LOCO,0.2647,0.0448
|
| 100 |
+
LOCO,0.5882,0.0475
|
| 101 |
+
LOCO,2.5,0.1195
|
| 102 |
+
LOCO,22.0556,0.1365
|
| 103 |
+
LOCO,1723.7273,0.7087
|
| 104 |
+
LaplacianScore,0.0013,0.452
|
| 105 |
+
LaplacianScore,0.0048,0.2346
|
| 106 |
+
LaplacianScore,0.1081,0.5135
|
| 107 |
+
LaplacianScore,0.1143,0.7538
|
| 108 |
+
LaplacianScore,0.2105,0.7941
|
| 109 |
+
LaplacianScore,0.2212,0.4804
|
| 110 |
+
LaplacianScore,0.2647,0.3251
|
| 111 |
+
LaplacianScore,0.5882,0.6922
|
| 112 |
+
LaplacianScore,2.5,0.5653
|
| 113 |
+
LaplacianScore,20.7419,0.7848
|
| 114 |
+
LaplacianScore,22.0556,0.851
|
| 115 |
+
LaplacianScore,1723.7273,0.5853
|
| 116 |
+
Lasso,0.0013,0.1501
|
| 117 |
+
Lasso,0.0048,0.3167
|
| 118 |
+
Lasso,0.1081,0.2995
|
| 119 |
+
Lasso,0.1143,0.507
|
| 120 |
+
Lasso,0.2105,0.6766
|
| 121 |
+
Lasso,0.2212,0.3332
|
| 122 |
+
Lasso,0.2647,0.4021
|
| 123 |
+
Lasso,0.5882,0.4405
|
| 124 |
+
Lasso,2.5,0.2642
|
| 125 |
+
Lasso,20.7419,0.7876
|
| 126 |
+
Lasso,22.0556,0.5864
|
| 127 |
+
Lasso,1723.7273,0.7731
|
| 128 |
+
MI,0.0013,0.2938
|
| 129 |
+
MI,0.0048,0.2966
|
| 130 |
+
MI,0.1081,0.8409
|
| 131 |
+
MI,0.1143,0.839
|
| 132 |
+
MI,0.2105,0.8347
|
| 133 |
+
MI,0.2212,0.7271
|
| 134 |
+
MI,0.2647,0.592
|
| 135 |
+
MI,0.5882,0.7068
|
| 136 |
+
MI,2.5,0.6316
|
| 137 |
+
MI,20.7419,0.92
|
| 138 |
+
MI,22.0556,0.789
|
| 139 |
+
MI,1723.7273,0.968
|
| 140 |
+
MarkovBlanket,0.0013,0.0006
|
| 141 |
+
MarkovBlanket,0.0048,0.01
|
| 142 |
+
MarkovBlanket,0.1081,0.7423
|
| 143 |
+
MarkovBlanket,0.1143,0.7418
|
| 144 |
+
MarkovBlanket,0.2105,0.6947
|
| 145 |
+
MarkovBlanket,0.2212,0.0409
|
| 146 |
+
MarkovBlanket,0.2647,0.5598
|
| 147 |
+
MarkovBlanket,0.5882,0.5523
|
| 148 |
+
MarkovBlanket,2.5,0.1619
|
| 149 |
+
MarkovBlanket,20.7419,0.9335
|
| 150 |
+
MarkovBlanket,22.0556,0.6291
|
| 151 |
+
MarkovBlanket,1723.7273,0.4899
|
| 152 |
+
RFImportance,0.0013,0.0839
|
| 153 |
+
RFImportance,0.0048,0.2464
|
| 154 |
+
RFImportance,0.1081,0.8199
|
| 155 |
+
RFImportance,0.1143,0.7187
|
| 156 |
+
RFImportance,0.2105,0.8177
|
| 157 |
+
RFImportance,0.2212,0.6862
|
| 158 |
+
RFImportance,0.2647,0.6085
|
| 159 |
+
RFImportance,0.5882,0.704
|
| 160 |
+
RFImportance,2.5,0.7099
|
| 161 |
+
RFImportance,20.7419,0.9404
|
| 162 |
+
RFImportance,22.0556,0.9051
|
| 163 |
+
RFImportance,1723.7273,0.9607
|
| 164 |
+
Random,0.0013,-0.0003
|
| 165 |
+
Random,0.0048,-0.0003
|
| 166 |
+
Random,0.1081,-0.001
|
| 167 |
+
Random,0.1143,0.0014
|
| 168 |
+
Random,0.2105,-0.0
|
| 169 |
+
Random,0.2212,-0.0027
|
| 170 |
+
Random,0.2647,0.0008
|
| 171 |
+
Random,0.5882,-0.0058
|
| 172 |
+
Random,2.5,-0.0038
|
| 173 |
+
Random,20.7419,-0.0018
|
| 174 |
+
Random,22.0556,0.0025
|
| 175 |
+
Random,1723.7273,0.0137
|
| 176 |
+
SBE,0.0013,-0.0002
|
| 177 |
+
SBE,0.0048,0.0005
|
| 178 |
+
SBE,0.1081,-0.0041
|
| 179 |
+
SBE,0.1143,0.0986
|
| 180 |
+
SBE,0.2105,0.1534
|
| 181 |
+
SBE,0.2212,0.0026
|
| 182 |
+
SBE,0.2647,0.0218
|
| 183 |
+
SBE,0.5882,0.1568
|
| 184 |
+
SBE,2.5,0.1674
|
| 185 |
+
SBE,20.7419,-0.0014
|
| 186 |
+
SBE,22.0556,0.1613
|
| 187 |
+
SBE,1723.7273,0.6879
|
| 188 |
+
SFS,0.1081,0.2671
|
| 189 |
+
SFS,0.1143,0.2505
|
| 190 |
+
SFS,0.2105,0.2559
|
| 191 |
+
SFS,0.2212,0.375
|
| 192 |
+
SFS,0.2647,0.0701
|
| 193 |
+
SFS,0.5882,0.2105
|
| 194 |
+
SFS,2.5,0.2614
|
| 195 |
+
SFS,22.0556,0.6537
|
| 196 |
+
SFS,1723.7273,0.751
|
| 197 |
+
mRMR,0.0013,0.2307
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data/lasagna/stability/tasks_regression/binary_thr_003.html
ADDED
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|
| 1 |
+
<!doctype html>
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| 2 |
+
<html lang='en'><head><meta charset='utf-8'><meta name='viewport' content='width=device-width,initial-scale=1'><title>SelectArena: stability (stability, regression tasks)</title><style>
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font-size='14.2'>RFImportance</text><text class='sa-text' x='142.2' y='98.6' text-anchor='end' dominant-baseline='central' font-size='14.2'>(R)ReliefF</text><text class='sa-text' x='142.2' y='115.9' text-anchor='end' dominant-baseline='central' font-size='14.2'>GainRatio</text><text class='sa-text' x='142.2' y='133.1' text-anchor='end' dominant-baseline='central' font-size='14.2'>mRMR</text><text class='sa-text' x='142.2' y='150.4' text-anchor='end' dominant-baseline='central' font-size='14.2'>CART</text><text class='sa-text' x='142.2' y='167.6' text-anchor='end' dominant-baseline='central' font-size='14.2'>ElasticNet</text><text class='sa-text' x='142.2' y='184.9' text-anchor='end' dominant-baseline='central' font-size='14.2'>Lasso</text><text class='sa-text' x='142.2' y='202.1' text-anchor='end' dominant-baseline='central' font-size='14.2'>MarkovBlanket</text><text class='sa-text' x='142.2' y='219.4' text-anchor='end' dominant-baseline='central' font-size='14.2'>SFS</text><text class='sa-text' x='142.2' y='236.6' text-anchor='end' dominant-baseline='central' font-size='14.2'>LOCO</text><text class='sa-text' x='142.2' y='253.9' text-anchor='end' dominant-baseline='central' font-size='14.2'>SBE</text><text class='sa-text' x='142.2' y='271.1' text-anchor='end' dominant-baseline='central' font-size='14.2'>Random</text><line class='sa-ink' x1='636.3' x2='636.3' y1='279.8' y2='285.8' stroke-width='1'/><text class='sa-text' x='636.3' y='300.8' text-anchor='middle' font-size='13.5'>5.6</text><line class='sa-ink' x1='532.3' x2='532.3' y1='279.8' y2='285.8' stroke-width='1'/><text class='sa-text' x='532.3' y='300.8' text-anchor='middle' font-size='13.5'>19.4</text><line class='sa-ink' x1='314.7' x2='314.7' y1='279.8' y2='285.8' stroke-width='1'/><text class='sa-text' x='314.7' y='300.8' text-anchor='middle' font-size='13.5'>259.3</text><line class='sa-ink' x1='252.9' x2='252.9' y1='279.8' y2='285.8' stroke-width='1'/><text class='sa-text' x='252.9' y='300.8' text-anchor='middle' font-size='13.5'>541.4</text><line class='sa-ink' x1='208.6' x2='208.6' y1='279.8' y2='285.8' stroke-width='1'/><text class='sa-text' x='208.6' y='300.8' text-anchor='middle' font-size='13.5'>918.4</text><line class='sa-ink' x1='170.3' x2='170.3' y1='279.8' y2='285.8' stroke-width='1'/><text class='sa-text' x='170.3' y='300.8' text-anchor='middle' font-size='13.5'>1448.6</text><text class='sa-text' x='402.6' y='324.8' text-anchor='middle' font-size='15'>Events per Variable</text><rect x='675.0' y='129.4' width='18.0' height='15.0' fill='#08306b' class='sa-point' stroke-width='0.6'/><text class='sa-text' x='699.0' y='142.1' font-size='13.5'>Within Threshold</text><rect x='675.0' y='156.4' width='18.0' height='15.0' fill='#f7fbff' class='sa-point' stroke-width='0.6'/><text class='sa-text' x='699.0' y='169.1' font-size='13.5'>Outside Threshold</text><rect class='sa-hit' x='618.67' y='21.00' width='35.33' height='17.25' data-tip='MI Stability: 0.784 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11 At this EPV: top-3' aria-label='MI Stability: 0.784 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11 At this EPV: top-3'/><rect class='sa-hit' x='566.63' y='21.00' width='52.04' height='17.25' data-tip='MI Stability: 0.798 (mean over budgets) Events per variable: 8.54 Dataset: automobile At this EPV: top-3, within 0.03 of the best' aria-label='MI Stability: 0.798 (mean over budgets) Events per variable: 8.54 Dataset: automobile At this EPV: top-3, within 0.03 of the best'/><rect class='sa-hit' x='498.75' y='21.00' width='67.88' height='17.25' data-tip='MI Stability: 0.537 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction At this EPV: top-3' aria-label='MI Stability: 0.537 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction At this EPV: top-3'/><rect class='sa-hit' x='389.95' y='21.00' width='108.80' height='17.25' data-tip='MI Stability: 0.650 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires At this EPV: top-3' aria-label='MI Stability: 0.650 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires At this EPV: top-3'/><rect class='sa-hit' x='231.99' y='21.00' width='45.37' height='17.25' data-tip='MI Stability: 0.847 (mean over budgets) Events per variable: 541 Dataset: wine_quality At this EPV: top-3' aria-label='MI Stability: 0.847 (mean over budgets) Events per variable: 541 Dataset: wine_quality At this EPV: top-3'/><rect class='sa-hit' x='209.82' y='21.00' width='22.17' height='17.25' data-tip='MI Stability: 0.994 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses At this EPV: top-3, within 0.03 of the best' aria-label='MI Stability: 0.994 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses At this EPV: top-3, within 0.03 of the best'/><rect class='sa-hit' x='189.43' y='21.00' width='20.39' height='17.25' data-tip='MI Stability: 0.886 (mean over budgets) Events per variable: 918 Dataset: miami_housing' aria-label='MI Stability: 0.886 (mean over budgets) Events per variable: 918 Dataset: miami_housing'/><rect class='sa-hit' x='151.20' y='21.00' width='38.23' height='17.25' data-tip='MI Stability: 0.984 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity At this EPV: top-3, within 0.03 of the best' aria-label='MI Stability: 0.984 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity At this EPV: top-3, within 0.03 of the best'/><rect class='sa-hit' x='618.67' y='38.25' width='35.33' height='17.25' data-tip='LaplacianScore Stability: 0.623 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11' aria-label='LaplacianScore Stability: 0.623 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11'/><rect class='sa-hit' x='566.63' y='38.25' width='52.04' height='17.25' data-tip='LaplacianScore Stability: 0.596 (mean over budgets) Events per variable: 8.54 Dataset: automobile' aria-label='LaplacianScore Stability: 0.596 (mean over budgets) Events per variable: 8.54 Dataset: automobile'/><rect class='sa-hit' x='498.75' y='38.25' width='67.88' height='17.25' data-tip='LaplacianScore Stability: 0.666 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction At this EPV: top-3' aria-label='LaplacianScore Stability: 0.666 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction At this EPV: top-3'/><rect class='sa-hit' x='389.95' y='38.25' width='108.80' height='17.25' data-tip='LaplacianScore Stability: 0.570 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires At this EPV: top-3' aria-label='LaplacianScore Stability: 0.570 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires At this EPV: top-3'/><rect class='sa-hit' x='231.99' y='38.25' width='45.37' height='17.25' data-tip='LaplacianScore Stability: 0.882 (mean over budgets) Events per variable: 541 Dataset: wine_quality At this EPV: top-3, within 0.03 of the best' aria-label='LaplacianScore Stability: 0.882 (mean over budgets) Events per variable: 541 Dataset: wine_quality At this EPV: top-3, within 0.03 of the best'/><rect class='sa-hit' x='209.82' y='38.25' width='22.17' height='17.25' data-tip='LaplacianScore Stability: 0.946 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses At this EPV: top-3' aria-label='LaplacianScore Stability: 0.946 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses At this EPV: top-3'/><rect class='sa-hit' x='189.43' y='38.25' width='20.39' height='17.25' data-tip='LaplacianScore Stability: 0.957 (mean over budgets) Events per variable: 918 Dataset: miami_housing At this EPV: top-3, within 0.03 of the best' aria-label='LaplacianScore Stability: 0.957 (mean over budgets) Events per variable: 918 Dataset: miami_housing At this EPV: top-3, within 0.03 of the best'/><rect class='sa-hit' x='151.20' y='38.25' width='38.23' height='17.25' data-tip='LaplacianScore Stability: 0.677 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity' aria-label='LaplacianScore Stability: 0.677 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity'/><rect class='sa-hit' x='618.67' y='55.50' width='35.33' height='17.25' data-tip='F-Test Stability: 0.860 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11 At this EPV: top-3, within 0.03 of the best' aria-label='F-Test Stability: 0.860 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11 At this EPV: top-3, within 0.03 of the best'/><rect class='sa-hit' x='566.63' y='55.50' width='52.04' height='17.25' data-tip='F-Test Stability: 0.594 (mean over budgets) Events per variable: 8.54 Dataset: automobile' aria-label='F-Test Stability: 0.594 (mean over budgets) Events per variable: 8.54 Dataset: automobile'/><rect class='sa-hit' x='498.75' y='55.50' width='67.88' height='17.25' data-tip='F-Test Stability: 0.785 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction At this EPV: top-3, within 0.03 of the best' aria-label='F-Test Stability: 0.785 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction At this EPV: top-3, within 0.03 of the best'/><rect class='sa-hit' x='389.95' y='55.50' width='108.80' height='17.25' data-tip='F-Test Stability: 0.030 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires' aria-label='F-Test Stability: 0.030 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires'/><rect class='sa-hit' x='231.99' y='55.50' width='45.37' height='17.25' data-tip='F-Test Stability: 0.798 (mean over budgets) Events per variable: 541 Dataset: wine_quality' aria-label='F-Test Stability: 0.798 (mean over budgets) Events per variable: 541 Dataset: wine_quality'/><rect class='sa-hit' x='209.82' y='55.50' width='22.17' height='17.25' data-tip='F-Test Stability: 0.817 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses' aria-label='F-Test Stability: 0.817 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses'/><rect class='sa-hit' x='189.43' y='55.50' width='20.39' height='17.25' data-tip='F-Test Stability: 0.941 (mean over budgets) Events per variable: 918 Dataset: miami_housing At this EPV: top-3, within 0.03 of the best' aria-label='F-Test Stability: 0.941 (mean over budgets) Events per variable: 918 Dataset: miami_housing At this EPV: top-3, within 0.03 of the best'/><rect class='sa-hit' x='151.20' y='55.50' width='38.23' height='17.25' data-tip='F-Test Stability: 0.994 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity At this EPV: top-3, within 0.03 of the best' aria-label='F-Test Stability: 0.994 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity At this EPV: top-3, within 0.03 of the best'/><rect class='sa-hit' x='618.67' y='72.75' width='35.33' height='17.25' data-tip='RFImportance Stability: 0.579 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11' aria-label='RFImportance Stability: 0.579 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11'/><rect class='sa-hit' x='566.63' y='72.75' width='52.04' height='17.25' data-tip='RFImportance Stability: 0.651 (mean over budgets) Events per variable: 8.54 Dataset: automobile At this EPV: top-3' aria-label='RFImportance Stability: 0.651 (mean over budgets) Events per variable: 8.54 Dataset: automobile At this EPV: top-3'/><rect class='sa-hit' x='498.75' y='72.75' width='67.88' height='17.25' data-tip='RFImportance Stability: 0.295 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction' aria-label='RFImportance Stability: 0.295 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction'/><rect class='sa-hit' x='389.95' y='72.75' width='108.80' height='17.25' data-tip='RFImportance Stability: 0.771 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires At this EPV: top-3, within 0.03 of the best' aria-label='RFImportance Stability: 0.771 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires At this EPV: top-3, within 0.03 of the best'/><rect class='sa-hit' x='231.99' y='72.75' width='45.37' height='17.25' data-tip='RFImportance Stability: 0.821 (mean over budgets) Events per variable: 541 Dataset: wine_quality At this EPV: top-3' aria-label='RFImportance Stability: 0.821 (mean over budgets) Events per variable: 541 Dataset: wine_quality At this EPV: top-3'/><rect class='sa-hit' x='209.82' y='72.75' width='22.17' height='17.25' data-tip='RFImportance Stability: 0.807 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses' aria-label='RFImportance Stability: 0.807 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses'/><rect class='sa-hit' x='189.43' y='72.75' width='20.39' height='17.25' data-tip='RFImportance Stability: 0.845 (mean over budgets) Events per variable: 918 Dataset: miami_housing' aria-label='RFImportance Stability: 0.845 (mean over budgets) Events per variable: 918 Dataset: miami_housing'/><rect class='sa-hit' x='151.20' y='72.75' width='38.23' height='17.25' data-tip='RFImportance Stability: 0.944 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity' aria-label='RFImportance Stability: 0.944 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity'/><rect class='sa-hit' x='618.67' y='90.00' width='35.33' height='17.25' data-tip='(R)ReliefF Stability: 0.752 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11 At this EPV: top-3' aria-label='(R)ReliefF Stability: 0.752 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11 At this EPV: top-3'/><rect class='sa-hit' x='566.63' y='90.00' width='52.04' height='17.25' data-tip='(R)ReliefF Stability: 0.633 (mean over budgets) Events per variable: 8.54 Dataset: automobile At this EPV: top-3' aria-label='(R)ReliefF Stability: 0.633 (mean over budgets) Events per variable: 8.54 Dataset: automobile At this EPV: top-3'/><rect class='sa-hit' x='498.75' y='90.00' width='67.88' height='17.25' data-tip='(R)ReliefF Stability: 0.323 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction' aria-label='(R)ReliefF Stability: 0.323 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction'/><rect class='sa-hit' x='389.95' y='90.00' width='108.80' height='17.25' data-tip='(R)ReliefF Stability: 0.543 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires' aria-label='(R)ReliefF Stability: 0.543 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires'/><rect class='sa-hit' x='231.99' y='90.00' width='45.37' height='17.25' data-tip='(R)ReliefF Stability: 0.675 (mean over budgets) Events per variable: 541 Dataset: wine_quality' aria-label='(R)ReliefF Stability: 0.675 (mean over budgets) Events per variable: 541 Dataset: wine_quality'/><rect class='sa-hit' x='209.82' y='90.00' width='22.17' height='17.25' data-tip='(R)ReliefF Stability: 0.605 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses' aria-label='(R)ReliefF Stability: 0.605 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses'/><rect class='sa-hit' x='189.43' y='90.00' width='20.39' height='17.25' data-tip='(R)ReliefF Stability: 0.940 (mean over budgets) Events per variable: 918 Dataset: miami_housing At this EPV: within 0.03 of the best' aria-label='(R)ReliefF Stability: 0.940 (mean over budgets) Events per variable: 918 Dataset: miami_housing At this EPV: within 0.03 of the best'/><rect class='sa-hit' x='151.20' y='90.00' width='38.23' height='17.25' data-tip='(R)ReliefF Stability: 0.878 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity' aria-label='(R)ReliefF Stability: 0.878 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity'/><rect class='sa-hit' x='618.67' y='107.25' width='35.33' height='17.25' data-tip='GainRatio Stability: -0.001 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11' aria-label='GainRatio Stability: -0.001 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11'/><rect class='sa-hit' x='566.63' y='107.25' width='52.04' height='17.25' data-tip='GainRatio Stability: 0.438 (mean over budgets) Events per variable: 8.54 Dataset: automobile' aria-label='GainRatio Stability: 0.438 (mean over budgets) Events per variable: 8.54 Dataset: automobile'/><rect class='sa-hit' x='498.75' y='107.25' width='67.88' height='17.25' data-tip='GainRatio Stability: 0.503 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction' aria-label='GainRatio Stability: 0.503 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction'/><rect class='sa-hit' x='389.95' y='107.25' width='108.80' height='17.25' data-tip='GainRatio Stability: 0.271 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires' aria-label='GainRatio Stability: 0.271 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires'/><rect class='sa-hit' x='231.99' y='107.25' width='45.37' height='17.25' data-tip='GainRatio Stability: 0.644 (mean over budgets) Events per variable: 541 Dataset: wine_quality' aria-label='GainRatio Stability: 0.644 (mean over budgets) Events per variable: 541 Dataset: wine_quality'/><rect class='sa-hit' x='209.82' y='107.25' width='22.17' height='17.25' data-tip='GainRatio Stability: 0.909 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses' aria-label='GainRatio Stability: 0.909 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses'/><rect class='sa-hit' x='189.43' y='107.25' width='20.39' height='17.25' data-tip='GainRatio Stability: 0.956 (mean over budgets) Events per variable: 918 Dataset: miami_housing At this EPV: top-3, within 0.03 of the best' aria-label='GainRatio Stability: 0.956 (mean over budgets) Events per variable: 918 Dataset: miami_housing At this EPV: top-3, within 0.03 of the best'/><rect class='sa-hit' x='151.20' y='107.25' width='38.23' height='17.25' data-tip='GainRatio Stability: 0.899 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity' aria-label='GainRatio Stability: 0.899 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity'/><rect class='sa-hit' x='618.67' y='124.50' width='35.33' height='17.25' data-tip='mRMR Stability: -0.001 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11' aria-label='mRMR Stability: -0.001 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11'/><rect class='sa-hit' x='566.63' y='124.50' width='52.04' height='17.25' data-tip='mRMR Stability: 0.467 (mean over budgets) Events per variable: 8.54 Dataset: automobile' aria-label='mRMR Stability: 0.467 (mean over budgets) Events per variable: 8.54 Dataset: automobile'/><rect class='sa-hit' x='498.75' y='124.50' width='67.88' height='17.25' data-tip='mRMR Stability: 0.285 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction' aria-label='mRMR Stability: 0.285 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction'/><rect class='sa-hit' x='389.95' y='124.50' width='108.80' height='17.25' data-tip='mRMR Stability: 0.238 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires' aria-label='mRMR Stability: 0.238 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires'/><rect class='sa-hit' x='231.99' y='124.50' width='45.37' height='17.25' data-tip='mRMR Stability: 0.622 (mean over budgets) Events per variable: 541 Dataset: wine_quality' aria-label='mRMR Stability: 0.622 (mean over budgets) Events per variable: 541 Dataset: wine_quality'/><rect class='sa-hit' x='209.82' y='124.50' width='22.17' height='17.25' data-tip='mRMR Stability: 0.927 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses At this EPV: top-3' aria-label='mRMR Stability: 0.927 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses At this EPV: top-3'/><rect class='sa-hit' x='189.43' y='124.50' width='20.39' height='17.25' data-tip='mRMR Stability: 0.853 (mean over budgets) Events per variable: 918 Dataset: miami_housing' aria-label='mRMR Stability: 0.853 (mean over budgets) Events per variable: 918 Dataset: miami_housing'/><rect class='sa-hit' x='151.20' y='124.50' width='38.23' height='17.25' data-tip='mRMR Stability: 0.969 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity At this EPV: top-3, within 0.03 of the best' aria-label='mRMR Stability: 0.969 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity At this EPV: top-3, within 0.03 of the best'/><rect class='sa-hit' x='618.67' y='141.75' width='35.33' height='17.25' data-tip='CART Stability: 0.252 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11' aria-label='CART Stability: 0.252 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11'/><rect class='sa-hit' x='566.63' y='141.75' width='52.04' height='17.25' data-tip='CART Stability: 0.366 (mean over budgets) Events per variable: 8.54 Dataset: automobile' aria-label='CART Stability: 0.366 (mean over budgets) Events per variable: 8.54 Dataset: automobile'/><rect class='sa-hit' x='498.75' y='141.75' width='67.88' height='17.25' data-tip='CART Stability: 0.158 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction' aria-label='CART Stability: 0.158 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction'/><rect class='sa-hit' x='389.95' y='141.75' width='108.80' height='17.25' data-tip='CART Stability: 0.438 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires' aria-label='CART Stability: 0.438 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires'/><rect class='sa-hit' x='231.99' y='141.75' width='45.37' height='17.25' data-tip='CART Stability: 0.669 (mean over budgets) Events per variable: 541 Dataset: wine_quality' aria-label='CART Stability: 0.669 (mean over budgets) Events per variable: 541 Dataset: wine_quality'/><rect class='sa-hit' x='209.82' y='141.75' width='22.17' height='17.25' data-tip='CART Stability: 0.744 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses' aria-label='CART Stability: 0.744 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses'/><rect class='sa-hit' x='189.43' y='141.75' width='20.39' height='17.25' data-tip='CART Stability: 0.774 (mean over budgets) Events per variable: 918 Dataset: miami_housing' aria-label='CART Stability: 0.774 (mean over budgets) Events per variable: 918 Dataset: miami_housing'/><rect class='sa-hit' x='151.20' y='141.75' width='38.23' height='17.25' data-tip='CART Stability: 0.930 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity' aria-label='CART Stability: 0.930 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity'/><rect class='sa-hit' x='618.67' y='159.00' width='35.33' height='17.25' data-tip='ElasticNet Stability: 0.496 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11' aria-label='ElasticNet Stability: 0.496 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11'/><rect class='sa-hit' x='566.63' y='159.00' width='52.04' height='17.25' data-tip='ElasticNet Stability: 0.282 (mean over budgets) Events per variable: 8.54 Dataset: automobile' aria-label='ElasticNet Stability: 0.282 (mean over budgets) Events per variable: 8.54 Dataset: automobile'/><rect class='sa-hit' x='498.75' y='159.00' width='67.88' height='17.25' data-tip='ElasticNet Stability: 0.272 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction' aria-label='ElasticNet Stability: 0.272 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction'/><rect class='sa-hit' x='389.95' y='159.00' width='108.80' height='17.25' data-tip='ElasticNet Stability: 0.042 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires' aria-label='ElasticNet Stability: 0.042 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires'/><rect class='sa-hit' x='231.99' y='159.00' width='45.37' height='17.25' data-tip='ElasticNet Stability: 0.761 (mean over budgets) Events per variable: 541 Dataset: wine_quality' aria-label='ElasticNet Stability: 0.761 (mean over budgets) Events per variable: 541 Dataset: wine_quality'/><rect class='sa-hit' x='209.82' y='159.00' width='22.17' height='17.25' data-tip='ElasticNet Stability: 0.744 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses' aria-label='ElasticNet Stability: 0.744 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses'/><rect class='sa-hit' x='189.43' y='159.00' width='20.39' height='17.25' data-tip='ElasticNet Stability: 0.791 (mean over budgets) Events per variable: 918 Dataset: miami_housing' aria-label='ElasticNet Stability: 0.791 (mean over budgets) Events per variable: 918 Dataset: miami_housing'/><rect class='sa-hit' x='151.20' y='159.00' width='38.23' height='17.25' data-tip='ElasticNet Stability: 0.845 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity' aria-label='ElasticNet Stability: 0.845 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity'/><rect class='sa-hit' x='618.67' y='176.25' width='35.33' height='17.25' data-tip='Lasso Stability: 0.470 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11' aria-label='Lasso Stability: 0.470 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11'/><rect class='sa-hit' x='566.63' y='176.25' width='52.04' height='17.25' data-tip='Lasso Stability: 0.281 (mean over budgets) Events per variable: 8.54 Dataset: automobile' aria-label='Lasso Stability: 0.281 (mean over budgets) Events per variable: 8.54 Dataset: automobile'/><rect class='sa-hit' x='498.75' y='176.25' width='67.88' height='17.25' data-tip='Lasso Stability: 0.272 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction' aria-label='Lasso Stability: 0.272 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction'/><rect class='sa-hit' x='389.95' y='176.25' width='108.80' height='17.25' data-tip='Lasso Stability: 0.045 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires' aria-label='Lasso Stability: 0.045 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires'/><rect class='sa-hit' x='231.99' y='176.25' width='45.37' height='17.25' data-tip='Lasso Stability: 0.776 (mean over budgets) Events per variable: 541 Dataset: wine_quality' aria-label='Lasso Stability: 0.776 (mean over budgets) Events per variable: 541 Dataset: wine_quality'/><rect class='sa-hit' x='209.82' y='176.25' width='22.17' height='17.25' data-tip='Lasso Stability: 0.526 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses' aria-label='Lasso Stability: 0.526 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses'/><rect class='sa-hit' x='189.43' y='176.25' width='20.39' height='17.25' data-tip='Lasso Stability: 0.789 (mean over budgets) Events per variable: 918 Dataset: miami_housing' aria-label='Lasso Stability: 0.789 (mean over budgets) Events per variable: 918 Dataset: miami_housing'/><rect class='sa-hit' x='151.20' y='176.25' width='38.23' height='17.25' data-tip='Lasso Stability: 0.845 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity' aria-label='Lasso Stability: 0.845 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity'/><rect class='sa-hit' x='618.67' y='193.50' width='35.33' height='17.25' data-tip='MarkovBlanket Stability: 0.001 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11' aria-label='MarkovBlanket Stability: 0.001 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11'/><rect class='sa-hit' x='566.63' y='193.50' width='52.04' height='17.25' data-tip='MarkovBlanket Stability: 0.350 (mean over budgets) Events per variable: 8.54 Dataset: automobile' aria-label='MarkovBlanket Stability: 0.350 (mean over budgets) Events per variable: 8.54 Dataset: automobile'/><rect class='sa-hit' x='498.75' y='193.50' width='67.88' height='17.25' data-tip='MarkovBlanket Stability: 0.330 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction' aria-label='MarkovBlanket Stability: 0.330 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction'/><rect class='sa-hit' x='389.95' y='193.50' width='108.80' height='17.25' data-tip='MarkovBlanket Stability: 0.084 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires' aria-label='MarkovBlanket Stability: 0.084 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires'/><rect class='sa-hit' x='231.99' y='193.50' width='45.37' height='17.25' data-tip='MarkovBlanket Stability: 0.783 (mean over budgets) Events per variable: 541 Dataset: wine_quality' aria-label='MarkovBlanket Stability: 0.783 (mean over budgets) Events per variable: 541 Dataset: wine_quality'/><rect class='sa-hit' x='209.82' y='193.50' width='22.17' height='17.25' data-tip='MarkovBlanket Stability: 0.263 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses' aria-label='MarkovBlanket Stability: 0.263 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses'/><rect class='sa-hit' x='189.43' y='193.50' width='20.39' height='17.25' data-tip='MarkovBlanket Stability: 0.764 (mean over budgets) Events per variable: 918 Dataset: miami_housing' aria-label='MarkovBlanket Stability: 0.764 (mean over budgets) Events per variable: 918 Dataset: miami_housing'/><rect class='sa-hit' x='151.20' y='193.50' width='38.23' height='17.25' data-tip='MarkovBlanket Stability: 0.631 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity' aria-label='MarkovBlanket Stability: 0.631 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity'/><rect class='sa-hit' x='618.67' y='210.75' width='35.33' height='17.25' data-tip='SFS Stability: 0.291 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11' aria-label='SFS Stability: 0.291 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11'/><rect class='sa-hit' x='566.63' y='210.75' width='52.04' height='17.25' data-tip='SFS Stability: 0.255 (mean over budgets) Events per variable: 8.54 Dataset: automobile' aria-label='SFS Stability: 0.255 (mean over budgets) Events per variable: 8.54 Dataset: automobile'/><rect class='sa-hit' x='498.75' y='210.75' width='67.88' height='17.25' data-tip='SFS Stability: 0.125 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction' aria-label='SFS Stability: 0.125 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction'/><rect class='sa-hit' x='389.95' y='210.75' width='108.80' height='17.25' data-tip='SFS Stability: 0.031 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires' aria-label='SFS Stability: 0.031 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires'/><rect class='sa-hit' x='308.25' y='210.75' width='81.70' height='17.25' data-tip='SFS Stability: 0.132 (mean over budgets) Events per variable: 259 Dataset: superconductivity At this EPV: top-3, within 0.03 of the best' aria-label='SFS Stability: 0.132 (mean over budgets) Events per variable: 259 Dataset: superconductivity At this EPV: top-3, within 0.03 of the best'/><rect class='sa-hit' x='231.99' y='210.75' width='45.37' height='17.25' data-tip='SFS Stability: 0.361 (mean over budgets) Events per variable: 541 Dataset: wine_quality' aria-label='SFS Stability: 0.361 (mean over budgets) Events per variable: 541 Dataset: wine_quality'/><rect class='sa-hit' x='209.82' y='210.75' width='22.17' height='17.25' data-tip='SFS Stability: 0.083 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses' aria-label='SFS Stability: 0.083 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses'/><rect class='sa-hit' x='189.43' y='210.75' width='20.39' height='17.25' data-tip='SFS Stability: 0.615 (mean over budgets) Events per variable: 918 Dataset: miami_housing' aria-label='SFS Stability: 0.615 (mean over budgets) Events per variable: 918 Dataset: miami_housing'/><rect class='sa-hit' x='151.20' y='210.75' width='38.23' height='17.25' data-tip='SFS Stability: 0.652 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity' aria-label='SFS Stability: 0.652 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity'/><rect class='sa-hit' x='566.63' y='228.00' width='52.04' height='17.25' data-tip='LOCO Stability: 0.137 (mean over budgets) Events per variable: 8.54 Dataset: automobile' aria-label='LOCO Stability: 0.137 (mean over budgets) Events per variable: 8.54 Dataset: automobile'/><rect class='sa-hit' x='498.75' y='228.00' width='67.88' height='17.25' data-tip='LOCO Stability: 0.072 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction' aria-label='LOCO Stability: 0.072 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction'/><rect class='sa-hit' x='389.95' y='228.00' width='108.80' height='17.25' data-tip='LOCO Stability: 0.097 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires' aria-label='LOCO Stability: 0.097 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires'/><rect class='sa-hit' x='308.25' y='228.00' width='81.70' height='17.25' data-tip='LOCO Stability: 0.019 (mean over budgets) Events per variable: 259 Dataset: superconductivity At this EPV: top-3' aria-label='LOCO Stability: 0.019 (mean over budgets) Events per variable: 259 Dataset: superconductivity At this EPV: top-3'/><rect class='sa-hit' x='231.99' y='228.00' width='45.37' height='17.25' data-tip='LOCO Stability: 0.180 (mean over budgets) Events per variable: 541 Dataset: wine_quality' aria-label='LOCO Stability: 0.180 (mean over budgets) Events per variable: 541 Dataset: wine_quality'/><rect class='sa-hit' x='209.82' y='228.00' width='22.17' height='17.25' data-tip='LOCO Stability: 0.113 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses' aria-label='LOCO Stability: 0.113 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses'/><rect class='sa-hit' x='189.43' y='228.00' width='20.39' height='17.25' data-tip='LOCO Stability: 0.570 (mean over budgets) Events per variable: 918 Dataset: miami_housing' aria-label='LOCO Stability: 0.570 (mean over budgets) Events per variable: 918 Dataset: miami_housing'/><rect class='sa-hit' x='618.67' y='245.25' width='35.33' height='17.25' data-tip='SBE Stability: 0.001 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11' aria-label='SBE Stability: 0.001 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11'/><rect class='sa-hit' x='566.63' y='245.25' width='52.04' height='17.25' data-tip='SBE Stability: 0.206 (mean over budgets) Events per variable: 8.54 Dataset: automobile' aria-label='SBE Stability: 0.206 (mean over budgets) Events per variable: 8.54 Dataset: automobile'/><rect class='sa-hit' x='498.75' y='245.25' width='67.88' height='17.25' data-tip='SBE Stability: 0.096 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction' aria-label='SBE Stability: 0.096 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction'/><rect class='sa-hit' x='389.95' y='245.25' width='108.80' height='17.25' data-tip='SBE Stability: 0.171 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires' aria-label='SBE Stability: 0.171 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires'/><rect class='sa-hit' x='308.25' y='245.25' width='81.70' height='17.25' data-tip='SBE Stability: 0.046 (mean over budgets) Events per variable: 259 Dataset: superconductivity At this EPV: top-3' aria-label='SBE Stability: 0.046 (mean over budgets) Events per variable: 259 Dataset: superconductivity At this EPV: top-3'/><rect class='sa-hit' x='277.37' y='245.25' width='30.88' height='17.25' data-tip='SBE Stability: -0.000 (mean over budgets) Events per variable: 302 Dataset: pva_revenue_prediction_kddcup98 At this EPV: top-3, within 0.03 of the best' aria-label='SBE Stability: -0.000 (mean over budgets) Events per variable: 302 Dataset: pva_revenue_prediction_kddcup98 At this EPV: top-3, within 0.03 of the best'/><rect class='sa-hit' x='231.99' y='245.25' width='45.37' height='17.25' data-tip='SBE Stability: 0.262 (mean over budgets) Events per variable: 541 Dataset: wine_quality' aria-label='SBE Stability: 0.262 (mean over budgets) Events per variable: 541 Dataset: wine_quality'/><rect class='sa-hit' x='209.82' y='245.25' width='22.17' height='17.25' data-tip='SBE Stability: 0.145 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses' aria-label='SBE Stability: 0.145 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses'/><rect class='sa-hit' x='189.43' y='245.25' width='20.39' height='17.25' data-tip='SBE Stability: 0.472 (mean over budgets) Events per variable: 918 Dataset: miami_housing' aria-label='SBE Stability: 0.472 (mean over budgets) Events per variable: 918 Dataset: miami_housing'/><rect class='sa-hit' x='151.20' y='245.25' width='38.23' height='17.25' data-tip='SBE Stability: 0.000 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity' aria-label='SBE Stability: 0.000 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity'/><rect class='sa-hit' x='618.67' y='262.50' width='35.33' height='17.25' data-tip='Random Stability: 0.001 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11' aria-label='Random Stability: 0.001 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11'/><rect class='sa-hit' x='566.63' y='262.50' width='52.04' height='17.25' data-tip='Random Stability: -0.004 (mean over budgets) Events per variable: 8.54 Dataset: automobile' aria-label='Random Stability: -0.004 (mean over budgets) Events per variable: 8.54 Dataset: automobile'/><rect class='sa-hit' x='498.75' y='262.50' width='67.88' height='17.25' data-tip='Random Stability: 0.006 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction' aria-label='Random Stability: 0.006 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction'/><rect class='sa-hit' x='389.95' y='262.50' width='108.80' height='17.25' data-tip='Random Stability: 0.003 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires' aria-label='Random Stability: 0.003 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires'/><rect class='sa-hit' x='308.25' y='262.50' width='81.70' height='17.25' data-tip='Random Stability: 0.003 (mean over budgets) Events per variable: 259 Dataset: superconductivity' aria-label='Random Stability: 0.003 (mean over budgets) Events per variable: 259 Dataset: superconductivity'/><rect class='sa-hit' x='277.37' y='262.50' width='30.88' height='17.25' data-tip='Random Stability: -0.000 (mean over budgets) Events per variable: 302 Dataset: pva_revenue_prediction_kddcup98 At this EPV: top-3, within 0.03 of the best' aria-label='Random Stability: -0.000 (mean over budgets) Events per variable: 302 Dataset: pva_revenue_prediction_kddcup98 At this EPV: top-3, within 0.03 of the best'/><rect class='sa-hit' x='231.99' y='262.50' width='45.37' height='17.25' data-tip='Random Stability: 0.007 (mean over budgets) Events per variable: 541 Dataset: wine_quality' aria-label='Random Stability: 0.007 (mean over budgets) Events per variable: 541 Dataset: wine_quality'/><rect class='sa-hit' x='209.82' y='262.50' width='22.17' height='17.25' data-tip='Random Stability: 0.003 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses' aria-label='Random Stability: 0.003 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses'/><rect class='sa-hit' x='189.43' y='262.50' width='20.39' height='17.25' data-tip='Random Stability: -0.004 (mean over budgets) Events per variable: 918 Dataset: miami_housing' aria-label='Random Stability: -0.004 (mean over budgets) Events per variable: 918 Dataset: miami_housing'/><rect class='sa-hit' x='151.20' y='262.50' width='38.23' height='17.25' data-tip='Random Stability: -0.005 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity' aria-label='Random Stability: -0.005 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity'/></svg><script type='text/plain' id='sa-csv'>method,epv,stability
|
| 36 |
+
(R)ReliefF,5.6064,0.7517
|
| 37 |
+
(R)ReliefF,8.5417,0.6333
|
| 38 |
+
(R)ReliefF,19.3846,0.3233
|
| 39 |
+
(R)ReliefF,43.0833,0.5432
|
| 40 |
+
(R)ReliefF,541.4167,0.6751
|
| 41 |
+
(R)ReliefF,891.0,0.6047
|
| 42 |
+
(R)ReliefF,918.4,0.9396
|
| 43 |
+
(R)ReliefF,1448.5923,0.8781
|
| 44 |
+
CART,5.6064,0.2518
|
| 45 |
+
CART,8.5417,0.3657
|
| 46 |
+
CART,19.3846,0.158
|
| 47 |
+
CART,43.0833,0.4381
|
| 48 |
+
CART,541.4167,0.669
|
| 49 |
+
CART,891.0,0.7442
|
| 50 |
+
CART,918.4,0.774
|
| 51 |
+
CART,1448.5923,0.9301
|
| 52 |
+
ElasticNet,5.6064,0.4965
|
| 53 |
+
ElasticNet,8.5417,0.2824
|
| 54 |
+
ElasticNet,19.3846,0.2719
|
| 55 |
+
ElasticNet,43.0833,0.042
|
| 56 |
+
ElasticNet,541.4167,0.761
|
| 57 |
+
ElasticNet,891.0,0.7444
|
| 58 |
+
ElasticNet,918.4,0.7913
|
| 59 |
+
ElasticNet,1448.5923,0.845
|
| 60 |
+
F-Test,5.6064,0.8596
|
| 61 |
+
F-Test,8.5417,0.5939
|
| 62 |
+
F-Test,19.3846,0.7846
|
| 63 |
+
F-Test,43.0833,0.0305
|
| 64 |
+
F-Test,541.4167,0.7977
|
| 65 |
+
F-Test,891.0,0.8166
|
| 66 |
+
F-Test,918.4,0.9412
|
| 67 |
+
F-Test,1448.5923,0.9938
|
| 68 |
+
GainRatio,5.6064,-0.0007
|
| 69 |
+
GainRatio,8.5417,0.4383
|
| 70 |
+
GainRatio,19.3846,0.503
|
| 71 |
+
GainRatio,43.0833,0.2713
|
| 72 |
+
GainRatio,541.4167,0.6439
|
| 73 |
+
GainRatio,891.0,0.9091
|
| 74 |
+
GainRatio,918.4,0.9563
|
| 75 |
+
GainRatio,1448.5923,0.8993
|
| 76 |
+
LOCO,8.5417,0.1372
|
| 77 |
+
LOCO,19.3846,0.0723
|
| 78 |
+
LOCO,43.0833,0.0974
|
| 79 |
+
LOCO,259.3049,0.0187
|
| 80 |
+
LOCO,541.4167,0.1797
|
| 81 |
+
LOCO,891.0,0.1127
|
| 82 |
+
LOCO,918.4,0.57
|
| 83 |
+
LaplacianScore,5.6064,0.6233
|
| 84 |
+
LaplacianScore,8.5417,0.5959
|
| 85 |
+
LaplacianScore,19.3846,0.6665
|
| 86 |
+
LaplacianScore,43.0833,0.5703
|
| 87 |
+
LaplacianScore,541.4167,0.8825
|
| 88 |
+
LaplacianScore,891.0,0.946
|
| 89 |
+
LaplacianScore,918.4,0.9567
|
| 90 |
+
LaplacianScore,1448.5923,0.6768
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data/lasagna/stability/tasks_regression/overlay_top_3.html
ADDED
|
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|
| 1 |
+
<!doctype html>
|
| 2 |
+
<html lang='en'><head><meta charset='utf-8'><meta name='viewport' content='width=device-width,initial-scale=1'><title>SelectArena: stability (stability, regression tasks)</title><style>
|
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+
:root { --fg:#1f2328; --muted:#59636e; --bg:#ffffff; --line:#d1d9e0; --soft:#f6f8fa; --accent:#0072B2; }
|
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#sa-tip b { font-weight:600; }
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text-anchor='middle' font-size='15'>Events per Variable</text><defs><linearGradient id='sa-cbar' x1='0' y1='0' x2='0' y2='1'><stop offset='0.00' stop-color='#08306b'/><stop offset='0.10' stop-color='#084a91'/><stop offset='0.20' stop-color='#1764ab'/><stop offset='0.30' stop-color='#2e7ebc'/><stop offset='0.40' stop-color='#4a98c9'/><stop offset='0.50' stop-color='#6aaed6'/><stop offset='0.60' stop-color='#94c4df'/><stop offset='0.70' stop-color='#b7d4ea'/><stop offset='0.80' stop-color='#d0e1f2'/><stop offset='0.90' stop-color='#e3eef9'/><stop offset='1.00' stop-color='#f7fbff'/></linearGradient></defs><rect x='738.0' y='72.8' width='13.5' height='155.2' fill='url(#sa-cbar)' class='sa-point' stroke-width='0.6'/><text class='sa-text' x='756.0' y='233.2' font-size='12.8'>0.0</text><text class='sa-text' x='756.0' y='202.2' font-size='12.8'>0.2</text><text class='sa-text' x='756.0' y='171.1' font-size='12.8'>0.4</text><text class='sa-text' x='756.0' y='140.1' 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of the best'/><rect class='sa-hit' x='529.85' y='21.00' width='73.96' height='17.25' data-tip='MI Stability: 0.537 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction At this EPV: top-3' aria-label='MI Stability: 0.537 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction At this EPV: top-3'/><rect class='sa-hit' x='411.32' y='21.00' width='118.54' height='17.25' data-tip='MI Stability: 0.650 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires At this EPV: top-3' aria-label='MI Stability: 0.650 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires At this EPV: top-3'/><rect class='sa-hit' x='239.22' y='21.00' width='49.44' height='17.25' data-tip='MI Stability: 0.847 (mean over budgets) Events per variable: 541 Dataset: wine_quality At this EPV: top-3' aria-label='MI Stability: 0.847 (mean over budgets) Events per variable: 541 Dataset: wine_quality At this EPV: top-3'/><rect class='sa-hit' x='215.07' y='21.00' width='24.15' height='17.25' data-tip='MI Stability: 0.994 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses At this EPV: top-3, within 0.03 of the best' aria-label='MI Stability: 0.994 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses At this EPV: top-3, within 0.03 of the best'/><rect class='sa-hit' x='192.86' y='21.00' width='22.21' height='17.25' data-tip='MI Stability: 0.886 (mean over budgets) Events per variable: 918 Dataset: miami_housing' aria-label='MI Stability: 0.886 (mean over budgets) Events per variable: 918 Dataset: miami_housing'/><rect class='sa-hit' x='151.20' y='21.00' width='41.66' height='17.25' data-tip='MI Stability: 0.984 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity At this EPV: top-3, within 0.03 of the best' aria-label='MI Stability: 0.984 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity At this EPV: top-3, within 0.03 of the best'/><rect class='sa-hit' x='660.51' y='38.25' width='38.49' height='17.25' data-tip='LaplacianScore Stability: 0.623 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11' aria-label='LaplacianScore Stability: 0.623 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11'/><rect class='sa-hit' x='603.81' y='38.25' width='56.70' height='17.25' data-tip='LaplacianScore Stability: 0.596 (mean over budgets) Events per variable: 8.54 Dataset: automobile' aria-label='LaplacianScore Stability: 0.596 (mean over budgets) Events per variable: 8.54 Dataset: automobile'/><rect class='sa-hit' x='529.85' y='38.25' width='73.96' height='17.25' data-tip='LaplacianScore Stability: 0.666 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction At this EPV: top-3' aria-label='LaplacianScore Stability: 0.666 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction At this EPV: top-3'/><rect class='sa-hit' x='411.32' y='38.25' 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this EPV: top-3'/><rect class='sa-hit' x='192.86' y='38.25' width='22.21' height='17.25' data-tip='LaplacianScore Stability: 0.957 (mean over budgets) Events per variable: 918 Dataset: miami_housing At this EPV: top-3, within 0.03 of the best' aria-label='LaplacianScore Stability: 0.957 (mean over budgets) Events per variable: 918 Dataset: miami_housing At this EPV: top-3, within 0.03 of the best'/><rect class='sa-hit' x='151.20' y='38.25' width='41.66' height='17.25' data-tip='LaplacianScore Stability: 0.677 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity' aria-label='LaplacianScore Stability: 0.677 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity'/><rect class='sa-hit' x='660.51' y='55.50' width='38.49' height='17.25' data-tip='F-Test Stability: 0.860 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11 At this EPV: top-3, within 0.03 of the best' aria-label='F-Test Stability: 0.860 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11 At this EPV: top-3, within 0.03 of the best'/><rect class='sa-hit' x='603.81' y='55.50' width='56.70' height='17.25' data-tip='F-Test Stability: 0.594 (mean over budgets) Events per variable: 8.54 Dataset: automobile' aria-label='F-Test Stability: 0.594 (mean over budgets) Events per variable: 8.54 Dataset: automobile'/><rect class='sa-hit' x='529.85' y='55.50' width='73.96' height='17.25' data-tip='F-Test Stability: 0.785 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction At this EPV: top-3, within 0.03 of the best' aria-label='F-Test Stability: 0.785 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction At this EPV: top-3, within 0.03 of the best'/><rect class='sa-hit' x='411.32' y='55.50' width='118.54' height='17.25' data-tip='F-Test Stability: 0.030 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires' aria-label='F-Test Stability: 0.030 (mean over budgets) 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class='sa-hit' x='151.20' y='55.50' width='41.66' height='17.25' data-tip='F-Test Stability: 0.994 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity At this EPV: top-3, within 0.03 of the best' aria-label='F-Test Stability: 0.994 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity At this EPV: top-3, within 0.03 of the best'/><rect class='sa-hit' x='660.51' y='72.75' width='38.49' height='17.25' data-tip='RFImportance Stability: 0.579 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11' aria-label='RFImportance Stability: 0.579 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11'/><rect class='sa-hit' x='603.81' y='72.75' width='56.70' height='17.25' data-tip='RFImportance Stability: 0.651 (mean over budgets) Events per variable: 8.54 Dataset: automobile At this EPV: top-3' aria-label='RFImportance Stability: 0.651 (mean over budgets) Events per variable: 8.54 Dataset: automobile At this EPV: top-3'/><rect class='sa-hit' x='529.85' y='72.75' width='73.96' height='17.25' data-tip='RFImportance Stability: 0.295 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction' aria-label='RFImportance Stability: 0.295 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction'/><rect class='sa-hit' x='411.32' y='72.75' width='118.54' height='17.25' data-tip='RFImportance Stability: 0.771 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires At this EPV: top-3, within 0.03 of the best' aria-label='RFImportance Stability: 0.771 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires At this EPV: top-3, within 0.03 of the best'/><rect class='sa-hit' x='239.22' y='72.75' width='49.44' height='17.25' data-tip='RFImportance Stability: 0.821 (mean over budgets) Events per variable: 541 Dataset: wine_quality At this EPV: top-3' aria-label='RFImportance Stability: 0.821 (mean over budgets) Events per variable: 541 Dataset: wine_quality At this EPV: top-3'/><rect class='sa-hit' x='215.07' y='72.75' width='24.15' height='17.25' data-tip='RFImportance Stability: 0.807 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses' aria-label='RFImportance Stability: 0.807 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses'/><rect class='sa-hit' x='192.86' y='72.75' width='22.21' height='17.25' data-tip='RFImportance Stability: 0.845 (mean over budgets) Events per variable: 918 Dataset: miami_housing' aria-label='RFImportance Stability: 0.845 (mean over budgets) Events per variable: 918 Dataset: miami_housing'/><rect class='sa-hit' x='151.20' y='72.75' width='41.66' height='17.25' data-tip='RFImportance Stability: 0.944 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity' aria-label='RFImportance Stability: 0.944 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity'/><rect class='sa-hit' x='660.51' y='90.00' width='38.49' height='17.25' data-tip='(R)ReliefF Stability: 0.752 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11 At this EPV: top-3' aria-label='(R)ReliefF Stability: 0.752 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11 At this EPV: top-3'/><rect class='sa-hit' x='603.81' y='90.00' width='56.70' height='17.25' data-tip='(R)ReliefF Stability: 0.633 (mean over budgets) Events per variable: 8.54 Dataset: automobile At this EPV: top-3' aria-label='(R)ReliefF Stability: 0.633 (mean over budgets) Events per variable: 8.54 Dataset: automobile At this EPV: top-3'/><rect class='sa-hit' x='529.85' y='90.00' width='73.96' height='17.25' data-tip='(R)ReliefF Stability: 0.323 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction' aria-label='(R)ReliefF Stability: 0.323 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction'/><rect class='sa-hit' x='411.32' y='90.00' width='118.54' height='17.25' data-tip='(R)ReliefF Stability: 0.543 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires' aria-label='(R)ReliefF Stability: 0.543 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires'/><rect class='sa-hit' x='239.22' y='90.00' width='49.44' height='17.25' data-tip='(R)ReliefF Stability: 0.675 (mean over budgets) Events per variable: 541 Dataset: wine_quality' aria-label='(R)ReliefF Stability: 0.675 (mean over budgets) Events per variable: 541 Dataset: wine_quality'/><rect class='sa-hit' x='215.07' y='90.00' width='24.15' height='17.25' data-tip='(R)ReliefF Stability: 0.605 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses' aria-label='(R)ReliefF Stability: 0.605 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses'/><rect class='sa-hit' x='192.86' y='90.00' width='22.21' height='17.25' data-tip='(R)ReliefF Stability: 0.940 (mean over budgets) Events per variable: 918 Dataset: miami_housing At this EPV: within 0.03 of the best' aria-label='(R)ReliefF Stability: 0.940 (mean over budgets) Events per variable: 918 Dataset: miami_housing At this EPV: within 0.03 of the best'/><rect class='sa-hit' x='151.20' y='90.00' width='41.66' height='17.25' data-tip='(R)ReliefF Stability: 0.878 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity' aria-label='(R)ReliefF Stability: 0.878 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity'/><rect class='sa-hit' x='660.51' y='107.25' width='38.49' height='17.25' data-tip='GainRatio Stability: -0.001 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11' aria-label='GainRatio Stability: -0.001 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11'/><rect class='sa-hit' x='603.81' y='107.25' width='56.70' height='17.25' data-tip='GainRatio Stability: 0.438 (mean over budgets) Events per variable: 8.54 Dataset: automobile' aria-label='GainRatio Stability: 0.438 (mean over budgets) Events per variable: 8.54 Dataset: automobile'/><rect class='sa-hit' x='529.85' y='107.25' width='73.96' height='17.25' data-tip='GainRatio Stability: 0.503 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction' aria-label='GainRatio Stability: 0.503 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction'/><rect class='sa-hit' x='411.32' y='107.25' width='118.54' height='17.25' data-tip='GainRatio Stability: 0.271 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires' aria-label='GainRatio Stability: 0.271 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires'/><rect class='sa-hit' x='239.22' y='107.25' width='49.44' height='17.25' data-tip='GainRatio Stability: 0.644 (mean over budgets) Events per variable: 541 Dataset: wine_quality' aria-label='GainRatio Stability: 0.644 (mean over budgets) Events per variable: 541 Dataset: wine_quality'/><rect class='sa-hit' x='215.07' y='107.25' width='24.15' 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(mean over budgets) Events per variable: 43.1 Dataset: forest_fires'/><rect class='sa-hit' x='239.22' y='124.50' width='49.44' height='17.25' data-tip='mRMR Stability: 0.622 (mean over budgets) Events per variable: 541 Dataset: wine_quality' aria-label='mRMR Stability: 0.622 (mean over budgets) Events per variable: 541 Dataset: wine_quality'/><rect class='sa-hit' x='215.07' y='124.50' width='24.15' height='17.25' data-tip='mRMR Stability: 0.927 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses At this EPV: top-3' aria-label='mRMR Stability: 0.927 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses At this EPV: top-3'/><rect class='sa-hit' x='192.86' y='124.50' width='22.21' height='17.25' data-tip='mRMR Stability: 0.853 (mean over budgets) Events per variable: 918 Dataset: miami_housing' aria-label='mRMR Stability: 0.853 (mean over budgets) Events per variable: 918 Dataset: miami_housing'/><rect class='sa-hit' x='151.20' y='124.50' width='41.66' height='17.25' data-tip='mRMR Stability: 0.969 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity At this EPV: top-3, within 0.03 of the best' aria-label='mRMR Stability: 0.969 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity At this EPV: top-3, within 0.03 of the best'/><rect class='sa-hit' x='660.51' y='141.75' width='38.49' height='17.25' data-tip='CART Stability: 0.252 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11' aria-label='CART Stability: 0.252 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11'/><rect class='sa-hit' x='603.81' y='141.75' width='56.70' height='17.25' data-tip='CART Stability: 0.366 (mean over budgets) Events per variable: 8.54 Dataset: automobile' aria-label='CART Stability: 0.366 (mean over budgets) Events per variable: 8.54 Dataset: automobile'/><rect class='sa-hit' x='529.85' y='141.75' width='73.96' height='17.25' data-tip='CART Stability: 0.158 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction' aria-label='CART Stability: 0.158 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction'/><rect class='sa-hit' x='411.32' y='141.75' width='118.54' height='17.25' data-tip='CART Stability: 0.438 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires' aria-label='CART Stability: 0.438 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires'/><rect class='sa-hit' x='239.22' y='141.75' width='49.44' height='17.25' data-tip='CART Stability: 0.669 (mean over budgets) Events per variable: 541 Dataset: wine_quality' aria-label='CART Stability: 0.669 (mean over budgets) Events per variable: 541 Dataset: wine_quality'/><rect class='sa-hit' x='215.07' y='141.75' width='24.15' height='17.25' data-tip='CART Stability: 0.744 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses' aria-label='CART Stability: 0.744 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses'/><rect class='sa-hit' x='192.86' y='141.75' width='22.21' height='17.25' data-tip='CART Stability: 0.774 (mean over budgets) Events per variable: 918 Dataset: miami_housing' aria-label='CART Stability: 0.774 (mean over budgets) Events per variable: 918 Dataset: miami_housing'/><rect class='sa-hit' x='151.20' y='141.75' width='41.66' height='17.25' data-tip='CART Stability: 0.930 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity' aria-label='CART Stability: 0.930 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity'/><rect class='sa-hit' x='660.51' y='159.00' width='38.49' height='17.25' data-tip='ElasticNet Stability: 0.496 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11' aria-label='ElasticNet Stability: 0.496 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11'/><rect class='sa-hit' x='603.81' y='159.00' width='56.70' height='17.25' data-tip='ElasticNet Stability: 0.282 (mean over budgets) Events per variable: 8.54 Dataset: automobile' aria-label='ElasticNet Stability: 0.282 (mean over budgets) Events per variable: 8.54 Dataset: automobile'/><rect class='sa-hit' x='529.85' y='159.00' width='73.96' height='17.25' data-tip='ElasticNet Stability: 0.272 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction' aria-label='ElasticNet Stability: 0.272 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction'/><rect class='sa-hit' x='411.32' y='159.00' width='118.54' height='17.25' data-tip='ElasticNet Stability: 0.042 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires' aria-label='ElasticNet Stability: 0.042 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires'/><rect class='sa-hit' x='239.22' y='159.00' width='49.44' height='17.25' data-tip='ElasticNet Stability: 0.761 (mean over budgets) Events per variable: 541 Dataset: wine_quality' aria-label='ElasticNet Stability: 0.761 (mean over budgets) Events per variable: 541 Dataset: wine_quality'/><rect class='sa-hit' x='215.07' y='159.00' width='24.15' height='17.25' data-tip='ElasticNet Stability: 0.744 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses' aria-label='ElasticNet Stability: 0.744 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses'/><rect class='sa-hit' x='192.86' y='159.00' width='22.21' height='17.25' data-tip='ElasticNet Stability: 0.791 (mean over budgets) Events per variable: 918 Dataset: miami_housing' aria-label='ElasticNet Stability: 0.791 (mean over budgets) Events per variable: 918 Dataset: miami_housing'/><rect class='sa-hit' x='151.20' y='159.00' width='41.66' height='17.25' data-tip='ElasticNet Stability: 0.845 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity' aria-label='ElasticNet Stability: 0.845 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity'/><rect class='sa-hit' x='660.51' y='176.25' width='38.49' height='17.25' data-tip='Lasso Stability: 0.470 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11' aria-label='Lasso Stability: 0.470 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11'/><rect class='sa-hit' x='603.81' y='176.25' width='56.70' height='17.25' data-tip='Lasso Stability: 0.281 (mean over budgets) Events per variable: 8.54 Dataset: automobile' aria-label='Lasso Stability: 0.281 (mean over budgets) Events per variable: 8.54 Dataset: automobile'/><rect class='sa-hit' x='529.85' y='176.25' width='73.96' height='17.25' data-tip='Lasso Stability: 0.272 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction' aria-label='Lasso Stability: 0.272 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction'/><rect class='sa-hit' x='411.32' y='176.25' width='118.54' height='17.25' data-tip='Lasso Stability: 0.045 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires' aria-label='Lasso Stability: 0.045 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires'/><rect class='sa-hit' x='239.22' y='176.25' width='49.44' height='17.25' data-tip='Lasso Stability: 0.776 (mean over budgets) Events per variable: 541 Dataset: wine_quality' aria-label='Lasso Stability: 0.776 (mean over budgets) Events per variable: 541 Dataset: wine_quality'/><rect class='sa-hit' x='215.07' y='176.25' width='24.15' height='17.25' data-tip='Lasso Stability: 0.526 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses' aria-label='Lasso Stability: 0.526 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses'/><rect class='sa-hit' x='192.86' y='176.25' width='22.21' height='17.25' data-tip='Lasso Stability: 0.789 (mean over budgets) Events per variable: 918 Dataset: miami_housing' aria-label='Lasso Stability: 0.789 (mean over budgets) Events per variable: 918 Dataset: miami_housing'/><rect class='sa-hit' x='151.20' y='176.25' width='41.66' height='17.25' data-tip='Lasso Stability: 0.845 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity' aria-label='Lasso Stability: 0.845 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity'/><rect class='sa-hit' x='660.51' y='193.50' width='38.49' height='17.25' data-tip='MarkovBlanket Stability: 0.001 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11' aria-label='MarkovBlanket Stability: 0.001 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11'/><rect class='sa-hit' x='603.81' y='193.50' width='56.70' height='17.25' data-tip='MarkovBlanket Stability: 0.350 (mean over budgets) Events per variable: 8.54 Dataset: automobile' aria-label='MarkovBlanket Stability: 0.350 (mean over budgets) Events per variable: 8.54 Dataset: automobile'/><rect class='sa-hit' x='529.85' y='193.50' width='73.96' height='17.25' data-tip='MarkovBlanket Stability: 0.330 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction' aria-label='MarkovBlanket Stability: 0.330 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction'/><rect class='sa-hit' x='411.32' y='193.50' width='118.54' height='17.25' data-tip='MarkovBlanket Stability: 0.084 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires' aria-label='MarkovBlanket Stability: 0.084 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires'/><rect class='sa-hit' x='239.22' y='193.50' width='49.44' height='17.25' data-tip='MarkovBlanket Stability: 0.783 (mean over budgets) Events per variable: 541 Dataset: wine_quality' aria-label='MarkovBlanket Stability: 0.783 (mean over budgets) Events per variable: 541 Dataset: wine_quality'/><rect class='sa-hit' x='215.07' y='193.50' width='24.15' height='17.25' data-tip='MarkovBlanket Stability: 0.263 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses' aria-label='MarkovBlanket Stability: 0.263 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses'/><rect class='sa-hit' x='192.86' y='193.50' width='22.21' height='17.25' data-tip='MarkovBlanket Stability: 0.764 (mean over budgets) Events per variable: 918 Dataset: miami_housing' aria-label='MarkovBlanket Stability: 0.764 (mean over budgets) Events per variable: 918 Dataset: miami_housing'/><rect class='sa-hit' x='151.20' y='193.50' width='41.66' height='17.25' data-tip='MarkovBlanket Stability: 0.631 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity' aria-label='MarkovBlanket Stability: 0.631 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity'/><rect class='sa-hit' x='660.51' y='210.75' width='38.49' height='17.25' data-tip='SFS Stability: 0.291 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11' aria-label='SFS Stability: 0.291 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11'/><rect class='sa-hit' x='603.81' y='210.75' width='56.70' height='17.25' data-tip='SFS Stability: 0.255 (mean over budgets) Events per variable: 8.54 Dataset: automobile' aria-label='SFS Stability: 0.255 (mean over budgets) Events per variable: 8.54 Dataset: automobile'/><rect class='sa-hit' x='529.85' y='210.75' width='73.96' height='17.25' data-tip='SFS Stability: 0.125 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction' aria-label='SFS Stability: 0.125 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction'/><rect class='sa-hit' x='411.32' y='210.75' width='118.54' height='17.25' data-tip='SFS Stability: 0.031 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires' aria-label='SFS Stability: 0.031 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires'/><rect class='sa-hit' x='322.30' y='210.75' width='89.01' height='17.25' data-tip='SFS Stability: 0.132 (mean over budgets) Events per variable: 259 Dataset: superconductivity At this EPV: top-3, within 0.03 of the best' aria-label='SFS Stability: 0.132 (mean over budgets) Events per variable: 259 Dataset: superconductivity At this EPV: top-3, within 0.03 of the best'/><rect class='sa-hit' x='239.22' y='210.75' width='49.44' height='17.25' data-tip='SFS Stability: 0.361 (mean over budgets) Events per variable: 541 Dataset: wine_quality' aria-label='SFS Stability: 0.361 (mean over budgets) Events per variable: 541 Dataset: wine_quality'/><rect class='sa-hit' x='215.07' y='210.75' width='24.15' height='17.25' data-tip='SFS Stability: 0.083 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses' aria-label='SFS Stability: 0.083 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses'/><rect class='sa-hit' x='192.86' y='210.75' width='22.21' height='17.25' data-tip='SFS Stability: 0.615 (mean over budgets) Events per variable: 918 Dataset: miami_housing' aria-label='SFS Stability: 0.615 (mean over budgets) Events per variable: 918 Dataset: miami_housing'/><rect class='sa-hit' x='151.20' y='210.75' width='41.66' height='17.25' data-tip='SFS Stability: 0.652 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity' aria-label='SFS Stability: 0.652 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity'/><rect class='sa-hit' x='603.81' y='228.00' width='56.70' height='17.25' data-tip='LOCO Stability: 0.137 (mean over budgets) Events per variable: 8.54 Dataset: automobile' aria-label='LOCO Stability: 0.137 (mean over budgets) Events per variable: 8.54 Dataset: automobile'/><rect class='sa-hit' x='529.85' y='228.00' width='73.96' height='17.25' data-tip='LOCO Stability: 0.072 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction' aria-label='LOCO Stability: 0.072 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction'/><rect class='sa-hit' x='411.32' y='228.00' width='118.54' height='17.25' data-tip='LOCO Stability: 0.097 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires' aria-label='LOCO Stability: 0.097 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires'/><rect class='sa-hit' x='322.30' y='228.00' width='89.01' height='17.25' data-tip='LOCO Stability: 0.019 (mean over budgets) Events per variable: 259 Dataset: superconductivity At this EPV: top-3' aria-label='LOCO Stability: 0.019 (mean over budgets) Events per variable: 259 Dataset: superconductivity At this EPV: top-3'/><rect class='sa-hit' x='239.22' y='228.00' width='49.44' height='17.25' data-tip='LOCO Stability: 0.180 (mean over budgets) Events per variable: 541 Dataset: wine_quality' aria-label='LOCO Stability: 0.180 (mean over budgets) Events per variable: 541 Dataset: wine_quality'/><rect class='sa-hit' x='215.07' y='228.00' width='24.15' height='17.25' data-tip='LOCO Stability: 0.113 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses' aria-label='LOCO Stability: 0.113 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses'/><rect class='sa-hit' x='192.86' y='228.00' width='22.21' height='17.25' data-tip='LOCO Stability: 0.570 (mean over budgets) Events per variable: 918 Dataset: miami_housing' aria-label='LOCO Stability: 0.570 (mean over budgets) Events per variable: 918 Dataset: miami_housing'/><rect class='sa-hit' x='660.51' y='245.25' width='38.49' height='17.25' data-tip='SBE Stability: 0.001 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11' aria-label='SBE Stability: 0.001 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11'/><rect class='sa-hit' x='603.81' y='245.25' width='56.70' height='17.25' data-tip='SBE Stability: 0.206 (mean over budgets) Events per variable: 8.54 Dataset: automobile' aria-label='SBE Stability: 0.206 (mean over budgets) Events per variable: 8.54 Dataset: automobile'/><rect class='sa-hit' x='529.85' y='245.25' width='73.96' height='17.25' data-tip='SBE Stability: 0.096 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction' aria-label='SBE Stability: 0.096 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction'/><rect class='sa-hit' x='411.32' y='245.25' width='118.54' height='17.25' data-tip='SBE Stability: 0.171 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires' aria-label='SBE Stability: 0.171 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires'/><rect class='sa-hit' x='322.30' y='245.25' width='89.01' height='17.25' data-tip='SBE Stability: 0.046 (mean over budgets) Events per variable: 259 Dataset: superconductivity At this EPV: top-3' aria-label='SBE Stability: 0.046 (mean over budgets) Events per variable: 259 Dataset: superconductivity At this EPV: top-3'/><rect class='sa-hit' x='288.66' y='245.25' width='33.65' height='17.25' data-tip='SBE Stability: -0.000 (mean over budgets) Events per variable: 302 Dataset: pva_revenue_prediction_kddcup98 At this EPV: top-3, within 0.03 of the best' aria-label='SBE Stability: -0.000 (mean over budgets) Events per variable: 302 Dataset: pva_revenue_prediction_kddcup98 At this EPV: top-3, within 0.03 of the best'/><rect class='sa-hit' x='239.22' y='245.25' width='49.44' height='17.25' data-tip='SBE Stability: 0.262 (mean over budgets) Events per variable: 541 Dataset: wine_quality' aria-label='SBE Stability: 0.262 (mean over budgets) Events per variable: 541 Dataset: wine_quality'/><rect class='sa-hit' x='215.07' y='245.25' width='24.15' height='17.25' data-tip='SBE Stability: 0.145 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses' aria-label='SBE Stability: 0.145 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses'/><rect class='sa-hit' x='192.86' y='245.25' width='22.21' height='17.25' data-tip='SBE Stability: 0.472 (mean over budgets) Events per variable: 918 Dataset: miami_housing' aria-label='SBE Stability: 0.472 (mean over budgets) Events per variable: 918 Dataset: miami_housing'/><rect class='sa-hit' x='151.20' y='245.25' width='41.66' height='17.25' data-tip='SBE Stability: 0.000 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity' aria-label='SBE Stability: 0.000 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity'/><rect class='sa-hit' x='660.51' y='262.50' width='38.49' height='17.25' data-tip='Random Stability: 0.001 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11' aria-label='Random Stability: 0.001 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11'/><rect class='sa-hit' x='603.81' y='262.50' width='56.70' height='17.25' data-tip='Random Stability: -0.004 (mean over budgets) Events per variable: 8.54 Dataset: automobile' aria-label='Random Stability: -0.004 (mean over budgets) Events per variable: 8.54 Dataset: automobile'/><rect class='sa-hit' x='529.85' y='262.50' width='73.96' height='17.25' data-tip='Random Stability: 0.006 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction' aria-label='Random Stability: 0.006 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction'/><rect class='sa-hit' x='411.32' y='262.50' width='118.54' height='17.25' data-tip='Random Stability: 0.003 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires' aria-label='Random Stability: 0.003 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires'/><rect class='sa-hit' x='322.30' y='262.50' width='89.01' height='17.25' data-tip='Random Stability: 0.003 (mean over budgets) Events per variable: 259 Dataset: superconductivity' aria-label='Random Stability: 0.003 (mean over budgets) Events per variable: 259 Dataset: superconductivity'/><rect class='sa-hit' x='288.66' y='262.50' width='33.65' height='17.25' data-tip='Random Stability: -0.000 (mean over budgets) Events per variable: 302 Dataset: pva_revenue_prediction_kddcup98 At this EPV: top-3, within 0.03 of the best' aria-label='Random Stability: -0.000 (mean over budgets) Events per variable: 302 Dataset: pva_revenue_prediction_kddcup98 At this EPV: top-3, within 0.03 of the best'/><rect class='sa-hit' x='239.22' y='262.50' width='49.44' height='17.25' data-tip='Random Stability: 0.007 (mean over budgets) Events per variable: 541 Dataset: wine_quality' aria-label='Random Stability: 0.007 (mean over budgets) Events per variable: 541 Dataset: wine_quality'/><rect class='sa-hit' x='215.07' y='262.50' width='24.15' height='17.25' data-tip='Random Stability: 0.003 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses' aria-label='Random Stability: 0.003 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses'/><rect class='sa-hit' x='192.86' y='262.50' width='22.21' height='17.25' data-tip='Random Stability: -0.004 (mean over budgets) Events per variable: 918 Dataset: miami_housing' aria-label='Random Stability: -0.004 (mean over budgets) Events per variable: 918 Dataset: miami_housing'/><rect class='sa-hit' x='151.20' y='262.50' width='41.66' height='17.25' data-tip='Random Stability: -0.005 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity' aria-label='Random Stability: -0.005 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity'/></svg><script type='text/plain' id='sa-csv'>method,epv,stability
|
| 36 |
+
(R)ReliefF,5.6064,0.7517
|
| 37 |
+
(R)ReliefF,8.5417,0.6333
|
| 38 |
+
(R)ReliefF,19.3846,0.3233
|
| 39 |
+
(R)ReliefF,43.0833,0.5432
|
| 40 |
+
(R)ReliefF,541.4167,0.6751
|
| 41 |
+
(R)ReliefF,891.0,0.6047
|
| 42 |
+
(R)ReliefF,918.4,0.9396
|
| 43 |
+
(R)ReliefF,1448.5923,0.8781
|
| 44 |
+
CART,5.6064,0.2518
|
| 45 |
+
CART,8.5417,0.3657
|
| 46 |
+
CART,19.3846,0.158
|
| 47 |
+
CART,43.0833,0.4381
|
| 48 |
+
CART,541.4167,0.669
|
| 49 |
+
CART,891.0,0.7442
|
| 50 |
+
CART,918.4,0.774
|
| 51 |
+
CART,1448.5923,0.9301
|
| 52 |
+
ElasticNet,5.6064,0.4965
|
| 53 |
+
ElasticNet,8.5417,0.2824
|
| 54 |
+
ElasticNet,19.3846,0.2719
|
| 55 |
+
ElasticNet,43.0833,0.042
|
| 56 |
+
ElasticNet,541.4167,0.761
|
| 57 |
+
ElasticNet,891.0,0.7444
|
| 58 |
+
ElasticNet,918.4,0.7913
|
| 59 |
+
ElasticNet,1448.5923,0.845
|
| 60 |
+
F-Test,5.6064,0.8596
|
| 61 |
+
F-Test,8.5417,0.5939
|
| 62 |
+
F-Test,19.3846,0.7846
|
| 63 |
+
F-Test,43.0833,0.0305
|
| 64 |
+
F-Test,541.4167,0.7977
|
| 65 |
+
F-Test,891.0,0.8166
|
| 66 |
+
F-Test,918.4,0.9412
|
| 67 |
+
F-Test,1448.5923,0.9938
|
| 68 |
+
GainRatio,5.6064,-0.0007
|
| 69 |
+
GainRatio,8.5417,0.4383
|
| 70 |
+
GainRatio,19.3846,0.503
|
| 71 |
+
GainRatio,43.0833,0.2713
|
| 72 |
+
GainRatio,541.4167,0.6439
|
| 73 |
+
GainRatio,891.0,0.9091
|
| 74 |
+
GainRatio,918.4,0.9563
|
| 75 |
+
GainRatio,1448.5923,0.8993
|
| 76 |
+
LOCO,8.5417,0.1372
|
| 77 |
+
LOCO,19.3846,0.0723
|
| 78 |
+
LOCO,43.0833,0.0974
|
| 79 |
+
LOCO,259.3049,0.0187
|
| 80 |
+
LOCO,541.4167,0.1797
|
| 81 |
+
LOCO,891.0,0.1127
|
| 82 |
+
LOCO,918.4,0.57
|
| 83 |
+
LaplacianScore,5.6064,0.6233
|
| 84 |
+
LaplacianScore,8.5417,0.5959
|
| 85 |
+
LaplacianScore,19.3846,0.6665
|
| 86 |
+
LaplacianScore,43.0833,0.5703
|
| 87 |
+
LaplacianScore,541.4167,0.8825
|
| 88 |
+
LaplacianScore,891.0,0.946
|
| 89 |
+
LaplacianScore,918.4,0.9567
|
| 90 |
+
LaplacianScore,1448.5923,0.6768
|
| 91 |
+
Lasso,5.6064,0.4696
|
| 92 |
+
Lasso,8.5417,0.2807
|
| 93 |
+
Lasso,19.3846,0.2719
|
| 94 |
+
Lasso,43.0833,0.0455
|
| 95 |
+
Lasso,541.4167,0.7756
|
| 96 |
+
Lasso,891.0,0.5262
|
| 97 |
+
Lasso,918.4,0.7891
|
| 98 |
+
Lasso,1448.5923,0.845
|
| 99 |
+
MI,5.6064,0.7841
|
| 100 |
+
MI,8.5417,0.7978
|
| 101 |
+
MI,19.3846,0.5366
|
| 102 |
+
MI,43.0833,0.6496
|
| 103 |
+
MI,541.4167,0.8474
|
| 104 |
+
MI,891.0,0.994
|
| 105 |
+
MI,918.4,0.8857
|
| 106 |
+
MI,1448.5923,0.9844
|
| 107 |
+
MarkovBlanket,5.6064,0.0014
|
| 108 |
+
MarkovBlanket,8.5417,0.3504
|
| 109 |
+
MarkovBlanket,19.3846,0.3301
|
| 110 |
+
MarkovBlanket,43.0833,0.0843
|
| 111 |
+
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|
| 1 |
+
<!doctype html>
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| 2 |
+
<html lang='en'><head><meta charset='utf-8'><meta name='viewport' content='width=device-width,initial-scale=1'><title>SelectArena: stability (stability, regression tasks)</title><style>
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width='38.49' height='17.25' data-tip='LaplacianScore Stability: 0.623 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11' aria-label='LaplacianScore Stability: 0.623 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11'/><rect class='sa-hit' x='603.81' y='38.25' width='56.70' height='17.25' data-tip='LaplacianScore Stability: 0.596 (mean over budgets) Events per variable: 8.54 Dataset: automobile' aria-label='LaplacianScore Stability: 0.596 (mean over budgets) Events per variable: 8.54 Dataset: automobile'/><rect class='sa-hit' x='529.85' y='38.25' width='73.96' height='17.25' data-tip='LaplacianScore Stability: 0.666 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction At this EPV: top-3' aria-label='LaplacianScore Stability: 0.666 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction At this EPV: top-3'/><rect class='sa-hit' x='411.32' y='38.25' width='118.54' height='17.25' data-tip='LaplacianScore 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y='38.25' width='22.21' height='17.25' data-tip='LaplacianScore Stability: 0.957 (mean over budgets) Events per variable: 918 Dataset: miami_housing At this EPV: top-3, within 0.03 of the best' aria-label='LaplacianScore Stability: 0.957 (mean over budgets) Events per variable: 918 Dataset: miami_housing At this EPV: top-3, within 0.03 of the best'/><rect class='sa-hit' x='151.20' y='38.25' width='41.66' height='17.25' data-tip='LaplacianScore Stability: 0.677 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity' aria-label='LaplacianScore Stability: 0.677 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity'/><rect class='sa-hit' x='660.51' y='55.50' width='38.49' height='17.25' data-tip='F-Test Stability: 0.860 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11 At this EPV: top-3, within 0.03 of the best' aria-label='F-Test Stability: 0.860 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11 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class='sa-hit' x='239.22' y='55.50' width='49.44' height='17.25' data-tip='F-Test Stability: 0.798 (mean over budgets) Events per variable: 541 Dataset: wine_quality' aria-label='F-Test Stability: 0.798 (mean over budgets) Events per variable: 541 Dataset: wine_quality'/><rect class='sa-hit' x='215.07' y='55.50' width='24.15' height='17.25' data-tip='F-Test Stability: 0.817 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses' aria-label='F-Test Stability: 0.817 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses'/><rect class='sa-hit' x='192.86' y='55.50' width='22.21' height='17.25' data-tip='F-Test Stability: 0.941 (mean over budgets) Events per variable: 918 Dataset: miami_housing At this EPV: top-3, within 0.03 of the best' aria-label='F-Test Stability: 0.941 (mean over budgets) Events per variable: 918 Dataset: miami_housing At this EPV: top-3, within 0.03 of the best'/><rect class='sa-hit' x='151.20' y='55.50' width='41.66' height='17.25' data-tip='F-Test Stability: 0.994 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity At this EPV: top-3, within 0.03 of the best' aria-label='F-Test Stability: 0.994 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity At this EPV: top-3, within 0.03 of the best'/><rect class='sa-hit' x='660.51' y='72.75' width='38.49' height='17.25' data-tip='RFImportance Stability: 0.579 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11' aria-label='RFImportance Stability: 0.579 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11'/><rect class='sa-hit' x='603.81' y='72.75' width='56.70' height='17.25' data-tip='RFImportance Stability: 0.651 (mean over budgets) Events per variable: 8.54 Dataset: automobile At this EPV: top-3' aria-label='RFImportance Stability: 0.651 (mean over budgets) Events per variable: 8.54 Dataset: automobile At this EPV: top-3'/><rect class='sa-hit' x='529.85' y='72.75' width='73.96' height='17.25' data-tip='RFImportance Stability: 0.295 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction' aria-label='RFImportance Stability: 0.295 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction'/><rect class='sa-hit' x='411.32' y='72.75' width='118.54' height='17.25' data-tip='RFImportance Stability: 0.771 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires At this EPV: top-3, within 0.03 of the best' aria-label='RFImportance Stability: 0.771 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires At this EPV: top-3, within 0.03 of the best'/><rect class='sa-hit' x='239.22' y='72.75' width='49.44' height='17.25' data-tip='RFImportance Stability: 0.821 (mean over budgets) Events per variable: 541 Dataset: wine_quality At this EPV: top-3' aria-label='RFImportance Stability: 0.821 (mean over budgets) Events per variable: 541 Dataset: wine_quality At this EPV: top-3'/><rect class='sa-hit' x='215.07' y='72.75' width='24.15' height='17.25' data-tip='RFImportance Stability: 0.807 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses' aria-label='RFImportance Stability: 0.807 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses'/><rect class='sa-hit' x='192.86' y='72.75' width='22.21' height='17.25' data-tip='RFImportance Stability: 0.845 (mean over budgets) Events per variable: 918 Dataset: miami_housing' aria-label='RFImportance Stability: 0.845 (mean over budgets) Events per variable: 918 Dataset: miami_housing'/><rect class='sa-hit' x='151.20' y='72.75' width='41.66' height='17.25' data-tip='RFImportance Stability: 0.944 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity' aria-label='RFImportance Stability: 0.944 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity'/><rect class='sa-hit' x='660.51' y='90.00' width='38.49' height='17.25' data-tip='(R)ReliefF Stability: 0.752 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11 At this EPV: top-3' aria-label='(R)ReliefF Stability: 0.752 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11 At this EPV: top-3'/><rect class='sa-hit' x='603.81' y='90.00' width='56.70' height='17.25' data-tip='(R)ReliefF Stability: 0.633 (mean over budgets) Events per variable: 8.54 Dataset: automobile At this EPV: top-3' aria-label='(R)ReliefF Stability: 0.633 (mean over budgets) Events per variable: 8.54 Dataset: automobile At this EPV: top-3'/><rect class='sa-hit' x='529.85' y='90.00' width='73.96' height='17.25' data-tip='(R)ReliefF Stability: 0.323 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction' aria-label='(R)ReliefF Stability: 0.323 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction'/><rect class='sa-hit' x='411.32' y='90.00' width='118.54' height='17.25' data-tip='(R)ReliefF Stability: 0.543 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires' aria-label='(R)ReliefF Stability: 0.543 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires'/><rect class='sa-hit' x='239.22' y='90.00' width='49.44' height='17.25' data-tip='(R)ReliefF Stability: 0.675 (mean over budgets) Events per variable: 541 Dataset: wine_quality' aria-label='(R)ReliefF Stability: 0.675 (mean over budgets) Events per variable: 541 Dataset: wine_quality'/><rect class='sa-hit' x='215.07' y='90.00' width='24.15' height='17.25' data-tip='(R)ReliefF Stability: 0.605 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses' aria-label='(R)ReliefF Stability: 0.605 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses'/><rect class='sa-hit' x='192.86' y='90.00' width='22.21' height='17.25' data-tip='(R)ReliefF Stability: 0.940 (mean over budgets) Events per variable: 918 Dataset: miami_housing At this EPV: within 0.03 of the best' aria-label='(R)ReliefF Stability: 0.940 (mean over budgets) Events per variable: 918 Dataset: miami_housing At this EPV: within 0.03 of the best'/><rect class='sa-hit' x='151.20' y='90.00' width='41.66' height='17.25' data-tip='(R)ReliefF Stability: 0.878 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity' aria-label='(R)ReliefF Stability: 0.878 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity'/><rect class='sa-hit' x='660.51' y='107.25' width='38.49' height='17.25' data-tip='GainRatio Stability: -0.001 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11' aria-label='GainRatio Stability: -0.001 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11'/><rect class='sa-hit' x='603.81' y='107.25' width='56.70' height='17.25' data-tip='GainRatio Stability: 0.438 (mean over budgets) Events per variable: 8.54 Dataset: automobile' aria-label='GainRatio Stability: 0.438 (mean over budgets) Events per variable: 8.54 Dataset: automobile'/><rect class='sa-hit' x='529.85' 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y='124.50' width='49.44' height='17.25' data-tip='mRMR Stability: 0.622 (mean over budgets) Events per variable: 541 Dataset: wine_quality' aria-label='mRMR Stability: 0.622 (mean over budgets) Events per variable: 541 Dataset: wine_quality'/><rect class='sa-hit' x='215.07' y='124.50' width='24.15' height='17.25' data-tip='mRMR Stability: 0.927 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses At this EPV: top-3' aria-label='mRMR Stability: 0.927 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses At this EPV: top-3'/><rect class='sa-hit' x='192.86' y='124.50' width='22.21' height='17.25' data-tip='mRMR Stability: 0.853 (mean over budgets) Events per variable: 918 Dataset: miami_housing' aria-label='mRMR Stability: 0.853 (mean over budgets) Events per variable: 918 Dataset: miami_housing'/><rect class='sa-hit' x='151.20' y='124.50' width='41.66' height='17.25' data-tip='mRMR Stability: 0.969 (mean over budgets) Events per variable: 1.45e+03 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Stability: 0.158 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction'/><rect class='sa-hit' x='411.32' y='141.75' width='118.54' height='17.25' data-tip='CART Stability: 0.438 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires' aria-label='CART Stability: 0.438 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires'/><rect class='sa-hit' x='239.22' y='141.75' width='49.44' height='17.25' data-tip='CART Stability: 0.669 (mean over budgets) Events per variable: 541 Dataset: wine_quality' aria-label='CART Stability: 0.669 (mean over budgets) Events per variable: 541 Dataset: wine_quality'/><rect class='sa-hit' x='215.07' y='141.75' width='24.15' height='17.25' data-tip='CART Stability: 0.744 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses' aria-label='CART Stability: 0.744 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses'/><rect class='sa-hit' x='192.86' y='141.75' width='22.21' 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wine_quality'/><rect class='sa-hit' x='215.07' y='159.00' width='24.15' height='17.25' data-tip='ElasticNet Stability: 0.744 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses' aria-label='ElasticNet Stability: 0.744 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses'/><rect class='sa-hit' x='192.86' y='159.00' width='22.21' height='17.25' data-tip='ElasticNet Stability: 0.791 (mean over budgets) Events per variable: 918 Dataset: miami_housing' aria-label='ElasticNet Stability: 0.791 (mean over budgets) Events per variable: 918 Dataset: miami_housing'/><rect class='sa-hit' x='151.20' y='159.00' width='41.66' height='17.25' data-tip='ElasticNet Stability: 0.845 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity' aria-label='ElasticNet Stability: 0.845 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity'/><rect class='sa-hit' x='660.51' y='176.25' width='38.49' height='17.25' 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over budgets) Events per variable: 43.1 Dataset: forest_fires'/><rect class='sa-hit' x='239.22' y='176.25' width='49.44' height='17.25' data-tip='Lasso Stability: 0.776 (mean over budgets) Events per variable: 541 Dataset: wine_quality' aria-label='Lasso Stability: 0.776 (mean over budgets) Events per variable: 541 Dataset: wine_quality'/><rect class='sa-hit' x='215.07' y='176.25' width='24.15' height='17.25' data-tip='Lasso Stability: 0.526 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses' aria-label='Lasso Stability: 0.526 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses'/><rect class='sa-hit' x='192.86' y='176.25' width='22.21' height='17.25' data-tip='Lasso Stability: 0.789 (mean over budgets) Events per variable: 918 Dataset: miami_housing' aria-label='Lasso Stability: 0.789 (mean over budgets) Events per variable: 918 Dataset: miami_housing'/><rect class='sa-hit' x='151.20' y='176.25' width='41.66' height='17.25' data-tip='Lasso 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aria-label='MarkovBlanket Stability: 0.330 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction'/><rect class='sa-hit' x='411.32' y='193.50' width='118.54' height='17.25' data-tip='MarkovBlanket Stability: 0.084 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires' aria-label='MarkovBlanket Stability: 0.084 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires'/><rect class='sa-hit' x='239.22' y='193.50' width='49.44' height='17.25' data-tip='MarkovBlanket Stability: 0.783 (mean over budgets) Events per variable: 541 Dataset: wine_quality' aria-label='MarkovBlanket Stability: 0.783 (mean over budgets) Events per variable: 541 Dataset: wine_quality'/><rect class='sa-hit' x='215.07' y='193.50' width='24.15' height='17.25' data-tip='MarkovBlanket Stability: 0.263 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses' aria-label='MarkovBlanket Stability: 0.263 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses'/><rect class='sa-hit' x='192.86' y='193.50' width='22.21' height='17.25' data-tip='MarkovBlanket Stability: 0.764 (mean over budgets) Events per variable: 918 Dataset: miami_housing' aria-label='MarkovBlanket Stability: 0.764 (mean over budgets) Events per variable: 918 Dataset: miami_housing'/><rect class='sa-hit' x='151.20' y='193.50' width='41.66' height='17.25' data-tip='MarkovBlanket Stability: 0.631 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity' aria-label='MarkovBlanket Stability: 0.631 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity'/><rect class='sa-hit' x='660.51' y='210.75' width='38.49' height='17.25' data-tip='SFS Stability: 0.291 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11' aria-label='SFS Stability: 0.291 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11'/><rect class='sa-hit' x='603.81' y='210.75' width='56.70' height='17.25' data-tip='SFS Stability: 0.255 (mean over budgets) Events per variable: 8.54 Dataset: automobile' aria-label='SFS Stability: 0.255 (mean over budgets) Events per variable: 8.54 Dataset: automobile'/><rect class='sa-hit' x='529.85' y='210.75' width='73.96' height='17.25' data-tip='SFS Stability: 0.125 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction' aria-label='SFS Stability: 0.125 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction'/><rect class='sa-hit' x='411.32' y='210.75' width='118.54' height='17.25' data-tip='SFS Stability: 0.031 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires' aria-label='SFS Stability: 0.031 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires'/><rect class='sa-hit' x='322.30' y='210.75' width='89.01' height='17.25' data-tip='SFS Stability: 0.132 (mean over budgets) Events per variable: 259 Dataset: superconductivity At this EPV: top-3, within 0.03 of the best' aria-label='SFS Stability: 0.132 (mean over budgets) Events per variable: 259 Dataset: superconductivity At this EPV: top-3, within 0.03 of the best'/><rect class='sa-hit' x='239.22' y='210.75' width='49.44' height='17.25' data-tip='SFS Stability: 0.361 (mean over budgets) Events per variable: 541 Dataset: wine_quality' aria-label='SFS Stability: 0.361 (mean over budgets) Events per variable: 541 Dataset: wine_quality'/><rect class='sa-hit' x='215.07' y='210.75' width='24.15' height='17.25' data-tip='SFS Stability: 0.083 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses' aria-label='SFS Stability: 0.083 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses'/><rect class='sa-hit' x='192.86' y='210.75' width='22.21' height='17.25' data-tip='SFS Stability: 0.615 (mean over budgets) Events per variable: 918 Dataset: miami_housing' aria-label='SFS Stability: 0.615 (mean over budgets) Events per variable: 918 Dataset: miami_housing'/><rect class='sa-hit' x='151.20' y='210.75' width='41.66' height='17.25' data-tip='SFS Stability: 0.652 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity' aria-label='SFS Stability: 0.652 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity'/><rect class='sa-hit' x='603.81' y='228.00' width='56.70' height='17.25' data-tip='LOCO Stability: 0.137 (mean over budgets) Events per variable: 8.54 Dataset: automobile' aria-label='LOCO Stability: 0.137 (mean over budgets) Events per variable: 8.54 Dataset: automobile'/><rect class='sa-hit' x='529.85' y='228.00' width='73.96' height='17.25' data-tip='LOCO Stability: 0.072 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction' aria-label='LOCO Stability: 0.072 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction'/><rect class='sa-hit' x='411.32' y='228.00' width='118.54' height='17.25' data-tip='LOCO Stability: 0.097 (mean over budgets) Events per variable: 43.1 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brasilian_houses'/><rect class='sa-hit' x='192.86' y='228.00' width='22.21' height='17.25' data-tip='LOCO Stability: 0.570 (mean over budgets) Events per variable: 918 Dataset: miami_housing' aria-label='LOCO Stability: 0.570 (mean over budgets) Events per variable: 918 Dataset: miami_housing'/><rect class='sa-hit' x='660.51' y='245.25' width='38.49' height='17.25' data-tip='SBE Stability: 0.001 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11' aria-label='SBE Stability: 0.001 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11'/><rect class='sa-hit' x='603.81' y='245.25' width='56.70' height='17.25' data-tip='SBE Stability: 0.206 (mean over budgets) Events per variable: 8.54 Dataset: automobile' aria-label='SBE Stability: 0.206 (mean over budgets) Events per variable: 8.54 Dataset: automobile'/><rect class='sa-hit' x='529.85' y='245.25' width='73.96' height='17.25' data-tip='SBE Stability: 0.096 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction' aria-label='SBE Stability: 0.096 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction'/><rect class='sa-hit' x='411.32' y='245.25' width='118.54' height='17.25' data-tip='SBE Stability: 0.171 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires' aria-label='SBE Stability: 0.171 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires'/><rect class='sa-hit' x='322.30' y='245.25' width='89.01' height='17.25' data-tip='SBE Stability: 0.046 (mean over budgets) Events per variable: 259 Dataset: superconductivity At this EPV: top-3' aria-label='SBE Stability: 0.046 (mean over budgets) Events per variable: 259 Dataset: superconductivity At this EPV: top-3'/><rect class='sa-hit' x='288.66' y='245.25' width='33.65' height='17.25' data-tip='SBE Stability: -0.000 (mean over budgets) Events per variable: 302 Dataset: pva_revenue_prediction_kddcup98 At this EPV: top-3, within 0.03 of the best' aria-label='SBE Stability: -0.000 (mean over budgets) Events per variable: 302 Dataset: pva_revenue_prediction_kddcup98 At this EPV: top-3, within 0.03 of the best'/><rect class='sa-hit' x='239.22' y='245.25' width='49.44' height='17.25' data-tip='SBE Stability: 0.262 (mean over budgets) Events per variable: 541 Dataset: wine_quality' aria-label='SBE Stability: 0.262 (mean over budgets) Events per variable: 541 Dataset: wine_quality'/><rect class='sa-hit' x='215.07' y='245.25' width='24.15' height='17.25' data-tip='SBE Stability: 0.145 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses' aria-label='SBE Stability: 0.145 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses'/><rect class='sa-hit' x='192.86' y='245.25' width='22.21' height='17.25' data-tip='SBE Stability: 0.472 (mean over budgets) Events per variable: 918 Dataset: miami_housing' aria-label='SBE Stability: 0.472 (mean over budgets) Events per variable: 918 Dataset: miami_housing'/><rect class='sa-hit' x='151.20' y='245.25' width='41.66' height='17.25' data-tip='SBE Stability: 0.000 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity' aria-label='SBE Stability: 0.000 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity'/><rect class='sa-hit' x='660.51' y='262.50' width='38.49' height='17.25' data-tip='Random Stability: 0.001 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11' aria-label='Random Stability: 0.001 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11'/><rect class='sa-hit' x='603.81' y='262.50' width='56.70' height='17.25' data-tip='Random Stability: -0.004 (mean over budgets) Events per variable: 8.54 Dataset: automobile' aria-label='Random Stability: -0.004 (mean over budgets) Events per variable: 8.54 Dataset: automobile'/><rect class='sa-hit' x='529.85' y='262.50' width='73.96' height='17.25' data-tip='Random Stability: 0.006 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction' aria-label='Random Stability: 0.006 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction'/><rect class='sa-hit' x='411.32' y='262.50' width='118.54' height='17.25' data-tip='Random Stability: 0.003 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires' aria-label='Random Stability: 0.003 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires'/><rect class='sa-hit' x='322.30' y='262.50' width='89.01' height='17.25' data-tip='Random Stability: 0.003 (mean over budgets) Events per variable: 259 Dataset: superconductivity' aria-label='Random Stability: 0.003 (mean over budgets) Events per variable: 259 Dataset: superconductivity'/><rect class='sa-hit' x='288.66' y='262.50' width='33.65' height='17.25' data-tip='Random Stability: -0.000 (mean over budgets) Events per variable: 302 Dataset: pva_revenue_prediction_kddcup98 At this EPV: top-3, within 0.03 of the best' aria-label='Random Stability: -0.000 (mean over budgets) Events per variable: 302 Dataset: pva_revenue_prediction_kddcup98 At this EPV: top-3, within 0.03 of the best'/><rect class='sa-hit' x='239.22' y='262.50' width='49.44' height='17.25' data-tip='Random Stability: 0.007 (mean over budgets) Events per variable: 541 Dataset: wine_quality' aria-label='Random Stability: 0.007 (mean over budgets) Events per variable: 541 Dataset: wine_quality'/><rect class='sa-hit' x='215.07' y='262.50' width='24.15' height='17.25' data-tip='Random Stability: 0.003 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses' aria-label='Random Stability: 0.003 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses'/><rect class='sa-hit' x='192.86' y='262.50' width='22.21' height='17.25' data-tip='Random Stability: -0.004 (mean over budgets) Events per variable: 918 Dataset: miami_housing' aria-label='Random Stability: -0.004 (mean over budgets) Events per variable: 918 Dataset: miami_housing'/><rect class='sa-hit' x='151.20' y='262.50' width='41.66' height='17.25' data-tip='Random Stability: -0.005 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity' aria-label='Random Stability: -0.005 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity'/></svg><script type='text/plain' id='sa-csv'>method,epv,stability
|
| 36 |
+
(R)ReliefF,5.6064,0.7517
|
| 37 |
+
(R)ReliefF,8.5417,0.6333
|
| 38 |
+
(R)ReliefF,19.3846,0.3233
|
| 39 |
+
(R)ReliefF,43.0833,0.5432
|
| 40 |
+
(R)ReliefF,541.4167,0.6751
|
| 41 |
+
(R)ReliefF,891.0,0.6047
|
| 42 |
+
(R)ReliefF,918.4,0.9396
|
| 43 |
+
(R)ReliefF,1448.5923,0.8781
|
| 44 |
+
CART,5.6064,0.2518
|
| 45 |
+
CART,8.5417,0.3657
|
| 46 |
+
CART,19.3846,0.158
|
| 47 |
+
CART,43.0833,0.4381
|
| 48 |
+
CART,541.4167,0.669
|
| 49 |
+
CART,891.0,0.7442
|
| 50 |
+
CART,918.4,0.774
|
| 51 |
+
CART,1448.5923,0.9301
|
| 52 |
+
ElasticNet,5.6064,0.4965
|
| 53 |
+
ElasticNet,8.5417,0.2824
|
| 54 |
+
ElasticNet,19.3846,0.2719
|
| 55 |
+
ElasticNet,43.0833,0.042
|
| 56 |
+
ElasticNet,541.4167,0.761
|
| 57 |
+
ElasticNet,891.0,0.7444
|
| 58 |
+
ElasticNet,918.4,0.7913
|
| 59 |
+
ElasticNet,1448.5923,0.845
|
| 60 |
+
F-Test,5.6064,0.8596
|
| 61 |
+
F-Test,8.5417,0.5939
|
| 62 |
+
F-Test,19.3846,0.7846
|
| 63 |
+
F-Test,43.0833,0.0305
|
| 64 |
+
F-Test,541.4167,0.7977
|
| 65 |
+
F-Test,891.0,0.8166
|
| 66 |
+
F-Test,918.4,0.9412
|
| 67 |
+
F-Test,1448.5923,0.9938
|
| 68 |
+
GainRatio,5.6064,-0.0007
|
| 69 |
+
GainRatio,8.5417,0.4383
|
| 70 |
+
GainRatio,19.3846,0.503
|
| 71 |
+
GainRatio,43.0833,0.2713
|
| 72 |
+
GainRatio,541.4167,0.6439
|
| 73 |
+
GainRatio,891.0,0.9091
|
| 74 |
+
GainRatio,918.4,0.9563
|
| 75 |
+
GainRatio,1448.5923,0.8993
|
| 76 |
+
LOCO,8.5417,0.1372
|
| 77 |
+
LOCO,19.3846,0.0723
|
| 78 |
+
LOCO,43.0833,0.0974
|
| 79 |
+
LOCO,259.3049,0.0187
|
| 80 |
+
LOCO,541.4167,0.1797
|
| 81 |
+
LOCO,891.0,0.1127
|
| 82 |
+
LOCO,918.4,0.57
|
| 83 |
+
LaplacianScore,5.6064,0.6233
|
| 84 |
+
LaplacianScore,8.5417,0.5959
|
| 85 |
+
LaplacianScore,19.3846,0.6665
|
| 86 |
+
LaplacianScore,43.0833,0.5703
|
| 87 |
+
LaplacianScore,541.4167,0.8825
|
| 88 |
+
LaplacianScore,891.0,0.946
|
| 89 |
+
LaplacianScore,918.4,0.9567
|
| 90 |
+
LaplacianScore,1448.5923,0.6768
|
| 91 |
+
Lasso,5.6064,0.4696
|
| 92 |
+
Lasso,8.5417,0.2807
|
| 93 |
+
Lasso,19.3846,0.2719
|
| 94 |
+
Lasso,43.0833,0.0455
|
| 95 |
+
Lasso,541.4167,0.7756
|
| 96 |
+
Lasso,891.0,0.5262
|
| 97 |
+
Lasso,918.4,0.7891
|
| 98 |
+
Lasso,1448.5923,0.845
|
| 99 |
+
MI,5.6064,0.7841
|
| 100 |
+
MI,8.5417,0.7978
|
| 101 |
+
MI,19.3846,0.5366
|
| 102 |
+
MI,43.0833,0.6496
|
| 103 |
+
MI,541.4167,0.8474
|
| 104 |
+
MI,891.0,0.994
|
| 105 |
+
MI,918.4,0.8857
|
| 106 |
+
MI,1448.5923,0.9844
|
| 107 |
+
MarkovBlanket,5.6064,0.0014
|
| 108 |
+
MarkovBlanket,8.5417,0.3504
|
| 109 |
+
MarkovBlanket,19.3846,0.3301
|
| 110 |
+
MarkovBlanket,43.0833,0.0843
|
| 111 |
+
MarkovBlanket,541.4167,0.7826
|
| 112 |
+
MarkovBlanket,891.0,0.2635
|
| 113 |
+
MarkovBlanket,918.4,0.7636
|
| 114 |
+
MarkovBlanket,1448.5923,0.631
|
| 115 |
+
RFImportance,5.6064,0.5791
|
| 116 |
+
RFImportance,8.5417,0.6512
|
| 117 |
+
RFImportance,19.3846,0.2952
|
| 118 |
+
RFImportance,43.0833,0.7711
|
| 119 |
+
RFImportance,541.4167,0.821
|
| 120 |
+
RFImportance,891.0,0.8072
|
| 121 |
+
RFImportance,918.4,0.845
|
| 122 |
+
RFImportance,1448.5923,0.9436
|
| 123 |
+
Random,5.6064,0.0014
|
| 124 |
+
Random,8.5417,-0.0037
|
| 125 |
+
Random,19.3846,0.0058
|
| 126 |
+
Random,43.0833,0.0033
|
| 127 |
+
Random,259.3049,0.0033
|
| 128 |
+
Random,302.086,-0.0005
|
| 129 |
+
Random,541.4167,0.0068
|
| 130 |
+
Random,891.0,0.003
|
| 131 |
+
Random,918.4,-0.0044
|
| 132 |
+
Random,1448.5923,-0.0046
|
| 133 |
+
SBE,5.6064,0.001
|
| 134 |
+
SBE,8.5417,0.2058
|
| 135 |
+
SBE,19.3846,0.0962
|
| 136 |
+
SBE,43.0833,0.171
|
| 137 |
+
SBE,259.3049,0.0462
|
| 138 |
+
SBE,302.086,-0.0
|
| 139 |
+
SBE,541.4167,0.2621
|
| 140 |
+
SBE,891.0,0.145
|
| 141 |
+
SBE,918.4,0.472
|
| 142 |
+
SBE,1448.5923,0.0003
|
| 143 |
+
SFS,5.6064,0.2906
|
| 144 |
+
SFS,8.5417,0.2548
|
| 145 |
+
SFS,19.3846,0.1247
|
| 146 |
+
SFS,43.0833,0.0307
|
| 147 |
+
SFS,259.3049,0.1318
|
| 148 |
+
SFS,541.4167,0.361
|
| 149 |
+
SFS,891.0,0.0832
|
| 150 |
+
SFS,918.4,0.6152
|
| 151 |
+
SFS,1448.5923,0.652
|
| 152 |
+
mRMR,5.6064,-0.0007
|
| 153 |
+
mRMR,8.5417,0.4668
|
| 154 |
+
mRMR,19.3846,0.2847
|
| 155 |
+
mRMR,43.0833,0.2375
|
| 156 |
+
mRMR,541.4167,0.6217
|
| 157 |
+
mRMR,891.0,0.9265
|
| 158 |
+
mRMR,918.4,0.8533
|
| 159 |
+
mRMR,1448.5923,0.9689
|
| 160 |
+
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|
| 161 |
+
// Theme: the Space sets data-theme on this page when its theme button was used (same origin), or
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| 162 |
+
// sends {saTheme: 'light' | 'dark' | null}; without either, the page follows the system setting.
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| 163 |
+
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| 164 |
+
function apply(theme) {
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data/lasagna/validity/noise_0.5/tasks_multiclass/binary_thr_003.html
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|
| 1 |
+
<!doctype html>
|
| 2 |
+
<html lang='en'><head><meta charset='utf-8'><meta name='viewport' content='width=device-width,initial-scale=1'><title>SelectArena: validity (noise 0.5, multiclass tasks)</title><style>
|
| 3 |
+
:root { --fg:#1f2328; --muted:#59636e; --bg:#ffffff; --line:#d1d9e0; --soft:#f6f8fa; --accent:#0072B2; }
|
| 4 |
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@media (prefers-color-scheme: dark) {
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| 5 |
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:root:not([data-theme="light"]) { --fg:#e6edf3; --muted:#9198a1; --bg:#0d1117; --line:#3d444d; --soft:#151b23; --accent:#4aa3df; }
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| 6 |
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}
|
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:root[data-theme="dark"] { --fg:#e6edf3; --muted:#9198a1; --bg:#0d1117; --line:#3d444d; --soft:#151b23; --accent:#4aa3df; }
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html, body { margin:0; padding:0; background:var(--bg); color:var(--fg);
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font:14px/1.45 system-ui,-apple-system,"Segoe UI",Roboto,sans-serif; }
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.toolbar button { font:inherit; font-size:12px; color:var(--fg); background:var(--soft);
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border:1px solid var(--line); border-radius:6px; padding:3px 10px; cursor:pointer; }
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padding:6px 9px; border-radius:6px; border:1px solid var(--line); background:var(--bg); color:var(--fg);
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| 18 |
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font-size:12px; line-height:1.45; white-space:pre-line; box-shadow:0 2px 8px rgba(0,0,0,0.15); }
|
| 19 |
+
#sa-tip b { font-weight:600; }
|
| 20 |
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</style></head><body><div class='toolbar'><span class='hint'>Hover or tap a cell for its value.</span><button onclick="saSvg('selectarena_validity_binary_thr_003')">SVG</button><button onclick="saPng('selectarena_validity_binary_thr_003')">PNG</button><button onclick="saCsv('selectarena_validity_binary_thr_003.csv')">CSV</button></div><svg id='sa-figure' viewBox='0 0 864 340' role='img' aria-label='Validity per method and events per variable'><style>
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svg { display:block; width:100%; height:auto; }
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.sa-halo { paint-order:stroke; stroke:var(--bg); stroke-width:3px; stroke-opacity:0.7; }
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y='262.50' width='33.76' height='17.55' fill='#f7fbff' shape-rendering='crispEdges'/><rect x='379.41' y='262.50' width='53.39' height='17.55' fill='#f7fbff' shape-rendering='crispEdges'/><rect x='346.97' y='262.50' width='32.74' height='17.55' fill='#f7fbff' shape-rendering='crispEdges'/><rect x='281.10' y='262.50' width='66.17' height='17.55' fill='#f7fbff' shape-rendering='crispEdges'/><rect x='151.20' y='262.50' width='130.20' height='17.55' fill='#f7fbff' shape-rendering='crispEdges'/><rect class='sa-frame-line' x='151.2' y='21.0' width='502.8' height='258.8' stroke-opacity='0.8'/><text class='sa-text' x='142.2' y='29.6' text-anchor='end' dominant-baseline='central' font-size='14.2'>F-Test</text><text class='sa-text' x='142.2' y='46.9' text-anchor='end' dominant-baseline='central' font-size='14.2'>MI</text><text class='sa-text' x='142.2' y='64.1' text-anchor='end' dominant-baseline='central' font-size='14.2'>GainRatio</text><text class='sa-text' x='142.2' y='81.4' text-anchor='end' dominant-baseline='central' font-size='14.2'>(R)ReliefF</text><text class='sa-text' x='142.2' y='98.6' text-anchor='end' dominant-baseline='central' font-size='14.2'>ElasticNet</text><text class='sa-text' x='142.2' y='115.9' text-anchor='end' dominant-baseline='central' font-size='14.2'>Lasso</text><text class='sa-text' x='142.2' y='133.1' text-anchor='end' dominant-baseline='central' font-size='14.2'>mRMR</text><text class='sa-text' x='142.2' y='150.4' text-anchor='end' dominant-baseline='central' font-size='14.2'>LaplacianScore</text><text class='sa-text' x='142.2' y='167.6' text-anchor='end' dominant-baseline='central' font-size='14.2'>RFImportance</text><text class='sa-text' x='142.2' y='184.9' text-anchor='end' dominant-baseline='central' font-size='14.2'>CART</text><text class='sa-text' x='142.2' y='202.1' text-anchor='end' dominant-baseline='central' font-size='14.2'>SFS</text><text class='sa-text' x='142.2' y='219.4' text-anchor='end' dominant-baseline='central' font-size='14.2'>LOCO</text><text class='sa-text' x='142.2' y='236.6' text-anchor='end' dominant-baseline='central' font-size='14.2'>SBE</text><text class='sa-text' x='142.2' y='253.9' text-anchor='end' dominant-baseline='central' font-size='14.2'>Random</text><text class='sa-text' x='142.2' y='271.1' text-anchor='end' dominant-baseline='central' font-size='14.2'>MarkovBlanket</text><line class='sa-ink' x1='635.2' x2='635.2' y1='279.8' y2='285.8' stroke-width='1'/><text class='sa-text' x='635.2' y='300.8' text-anchor='middle' font-size='13.5'>0.0</text><line class='sa-ink' x1='504.5' x2='504.5' y1='279.8' y2='285.8' stroke-width='1'/><text class='sa-text' x='504.5' y='300.8' text-anchor='middle' font-size='13.5'>0.1</text><line class='sa-ink' x1='410.9' x2='410.9' y1='279.8' y2='285.8' stroke-width='1'/><text class='sa-text' x='410.9' y='300.8' text-anchor='middle' font-size='13.5'>2.5</text><line class='sa-ink' x1='346.1' x2='346.1' y1='279.8' y2='285.8' stroke-width='1'/><text class='sa-text' x='346.1' y='300.8' text-anchor='middle' font-size='13.5'>22.1</text><line class='sa-ink' x1='216.2' x2='216.2' y1='279.8' y2='285.8' stroke-width='1'/><text class='sa-text' x='216.2' y='300.8' text-anchor='middle' font-size='13.5'>1723.7</text><text class='sa-text' x='402.6' y='324.8' text-anchor='middle' font-size='15'>Events per Variable</text><rect x='675.0' y='129.4' width='18.0' height='15.0' fill='#08306b' class='sa-point' stroke-width='0.6'/><text class='sa-text' x='699.0' y='142.1' font-size='13.5'>Within Threshold</text><rect x='675.0' y='156.4' width='18.0' height='15.0' fill='#f7fbff' class='sa-point' stroke-width='0.6'/><text class='sa-text' x='699.0' y='169.1' font-size='13.5'>Outside Threshold</text><rect class='sa-hit' x='616.39' y='21.00' width='37.61' height='17.25' data-tip='F-Test Validity: 1.000 (mean over budgets) Events per variable: 0.00135 Dataset: lung_cancer At this EPV: top-3, within 0.03 of the best' aria-label='F-Test Validity: 1.000 (mean 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0.03 of the best'/><rect class='sa-hit' x='551.07' y='72.75' width='65.32' height='17.25' data-tip='(R)ReliefF Validity: 0.998 (mean over budgets) Events per variable: 0.00477 Dataset: srbct_prediction At this EPV: top-3, within 0.03 of the best' aria-label='(R)ReliefF Validity: 0.998 (mean over budgets) Events per variable: 0.00477 Dataset: srbct_prediction At this EPV: top-3, within 0.03 of the best'/><rect class='sa-hit' x='503.72' y='72.75' width='47.34' height='17.25' data-tip='(R)ReliefF Validity: 0.923 (mean over budgets) Events per variable: 0.108 Dataset: mic' aria-label='(R)ReliefF Validity: 0.923 (mean over budgets) Events per variable: 0.108 Dataset: mic'/><rect class='sa-hit' x='493.79' y='72.75' width='9.93' height='17.25' data-tip='(R)ReliefF Validity: 0.953 (mean over budgets) Events per variable: 0.114 Dataset: soybean_large At this EPV: top-3, within 0.03 of the best' aria-label='(R)ReliefF Validity: 0.953 (mean over budgets) Events per variable: 0.114 Dataset: soybean_large At this EPV: top-3, within 0.03 of the best'/><rect class='sa-hit' x='483.95' y='72.75' width='9.84' height='17.25' data-tip='(R)ReliefF Validity: 0.918 (mean over budgets) Events per variable: 0.211 Dataset: anneal At this EPV: top-3, within 0.03 of the best' aria-label='(R)ReliefF Validity: 0.918 (mean over budgets) Events per variable: 0.211 Dataset: anneal At this EPV: top-3, within 0.03 of the best'/><rect class='sa-hit' x='480.54' y='72.75' width='3.41' height='17.25' data-tip='(R)ReliefF Validity: 0.910 (mean over budgets) Events per variable: 0.221 Dataset: ancestry_study' aria-label='(R)ReliefF Validity: 0.910 (mean over budgets) Events per variable: 0.221 Dataset: ancestry_study'/><rect class='sa-hit' x='465.96' y='72.75' width='14.58' height='17.25' data-tip='(R)ReliefF Validity: 0.905 (mean over budgets) Events per variable: 0.265 Dataset: audiology_diagnosis At this EPV: top-3' aria-label='(R)ReliefF Validity: 0.905 (mean over budgets) Events per variable: 0.265 Dataset: audiology_diagnosis At this EPV: top-3'/><rect class='sa-hit' x='432.50' y='72.75' width='33.46' height='17.25' data-tip='(R)ReliefF Validity: 0.950 (mean over budgets) Events per variable: 0.588 Dataset: ljubljana_primary_tumor At this EPV: top-3, within 0.03 of the best' aria-label='(R)ReliefF Validity: 0.950 (mean over budgets) Events per variable: 0.588 Dataset: ljubljana_primary_tumor At this EPV: top-3, within 0.03 of the best'/><rect class='sa-hit' x='379.41' y='72.75' width='53.09' height='17.25' data-tip='(R)ReliefF Validity: 0.813 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival' aria-label='(R)ReliefF Validity: 0.813 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival'/><rect class='sa-hit' x='346.97' y='72.75' width='32.44' height='17.25' data-tip='(R)ReliefF Validity: 0.925 (mean over budgets) Events per variable: 20.7 Dataset: otto_group_product_classification_challenge' aria-label='(R)ReliefF Validity: 0.925 (mean over budgets) Events per variable: 20.7 Dataset: otto_group_product_classification_challenge'/><rect class='sa-hit' x='281.10' y='72.75' width='65.87' height='17.25' data-tip='(R)ReliefF Validity: 0.910 (mean over budgets) Events per variable: 22.1 Dataset: predict_students_dropout_and_academic_success At this EPV: top-3, within 0.03 of the best' aria-label='(R)ReliefF Validity: 0.910 (mean over budgets) Events per variable: 22.1 Dataset: predict_students_dropout_and_academic_success At this EPV: top-3, within 0.03 of the best'/><rect class='sa-hit' x='151.20' y='72.75' width='129.90' height='17.25' data-tip='(R)ReliefF Validity: 0.925 (mean over budgets) Events per variable: 1.72e+03 Dataset: sdss_17' aria-label='(R)ReliefF Validity: 0.925 (mean over budgets) Events per variable: 1.72e+03 Dataset: sdss_17'/><rect class='sa-hit' x='616.39' y='90.00' width='37.61' height='17.25' data-tip='ElasticNet Validity: 0.906 (mean over budgets) Events per variable: 0.00135 Dataset: 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Validity: 0.851 (mean over budgets) Events per variable: 0.265 Dataset: audiology_diagnosis'/><rect class='sa-hit' x='432.50' y='90.00' width='33.46' height='17.25' data-tip='ElasticNet Validity: 0.902 (mean over budgets) Events per variable: 0.588 Dataset: ljubljana_primary_tumor' aria-label='ElasticNet Validity: 0.902 (mean over budgets) Events per variable: 0.588 Dataset: ljubljana_primary_tumor'/><rect class='sa-hit' x='379.41' y='90.00' width='53.09' height='17.25' data-tip='ElasticNet Validity: 0.846 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival' aria-label='ElasticNet Validity: 0.846 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival'/><rect class='sa-hit' x='346.97' y='90.00' width='32.44' height='17.25' data-tip='ElasticNet Validity: 1.000 (mean over budgets) Events per variable: 20.7 Dataset: otto_group_product_classification_challenge At this EPV: within 0.03 of the best' aria-label='ElasticNet Validity: 1.000 (mean over budgets) Events per variable: 20.7 Dataset: otto_group_product_classification_challenge At this EPV: within 0.03 of the best'/><rect class='sa-hit' x='281.10' y='90.00' width='65.87' height='17.25' data-tip='ElasticNet Validity: 0.896 (mean over budgets) Events per variable: 22.1 Dataset: predict_students_dropout_and_academic_success' aria-label='ElasticNet Validity: 0.896 (mean over budgets) Events per variable: 22.1 Dataset: predict_students_dropout_and_academic_success'/><rect class='sa-hit' x='151.20' y='90.00' width='129.90' height='17.25' data-tip='ElasticNet Validity: 0.957 (mean over budgets) Events per variable: 1.72e+03 Dataset: sdss_17 At this EPV: top-3, within 0.03 of the best' aria-label='ElasticNet Validity: 0.957 (mean over budgets) Events per variable: 1.72e+03 Dataset: sdss_17 At this EPV: top-3, within 0.03 of the best'/><rect class='sa-hit' x='616.39' y='107.25' width='37.61' height='17.25' data-tip='Lasso Validity: 0.843 (mean over budgets) Events per variable: 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soybean_large'/><rect class='sa-hit' x='483.95' y='107.25' width='9.84' height='17.25' data-tip='Lasso Validity: 0.777 (mean over budgets) Events per variable: 0.211 Dataset: anneal' aria-label='Lasso Validity: 0.777 (mean over budgets) Events per variable: 0.211 Dataset: anneal'/><rect class='sa-hit' x='480.54' y='107.25' width='3.41' height='17.25' data-tip='Lasso Validity: 0.871 (mean over budgets) Events per variable: 0.221 Dataset: ancestry_study' aria-label='Lasso Validity: 0.871 (mean over budgets) Events per variable: 0.221 Dataset: ancestry_study'/><rect class='sa-hit' x='465.96' y='107.25' width='14.58' height='17.25' data-tip='Lasso Validity: 0.837 (mean over budgets) Events per variable: 0.265 Dataset: audiology_diagnosis' aria-label='Lasso Validity: 0.837 (mean over budgets) Events per variable: 0.265 Dataset: audiology_diagnosis'/><rect class='sa-hit' x='432.50' y='107.25' width='33.46' height='17.25' data-tip='Lasso Validity: 0.941 (mean over budgets) Events per variable: 0.588 Dataset: ljubljana_primary_tumor At this EPV: within 0.03 of the best' aria-label='Lasso Validity: 0.941 (mean over budgets) Events per variable: 0.588 Dataset: ljubljana_primary_tumor At this EPV: within 0.03 of the best'/><rect class='sa-hit' x='379.41' y='107.25' width='53.09' height='17.25' data-tip='Lasso Validity: 0.815 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival' aria-label='Lasso Validity: 0.815 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival'/><rect class='sa-hit' x='346.97' y='107.25' width='32.44' height='17.25' data-tip='Lasso Validity: 1.000 (mean over budgets) Events per variable: 20.7 Dataset: otto_group_product_classification_challenge At this EPV: within 0.03 of the best' aria-label='Lasso Validity: 1.000 (mean over budgets) Events per variable: 20.7 Dataset: otto_group_product_classification_challenge At this EPV: within 0.03 of the best'/><rect class='sa-hit' x='281.10' y='107.25' width='65.87' 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data-tip='mRMR Validity: 0.983 (mean over budgets) Events per variable: 0.00477 Dataset: srbct_prediction At this EPV: within 0.03 of the best' aria-label='mRMR Validity: 0.983 (mean over budgets) Events per variable: 0.00477 Dataset: srbct_prediction At this EPV: within 0.03 of the best'/><rect class='sa-hit' x='503.72' y='124.50' width='47.34' height='17.25' data-tip='mRMR Validity: 0.789 (mean over budgets) Events per variable: 0.108 Dataset: mic' aria-label='mRMR Validity: 0.789 (mean over budgets) Events per variable: 0.108 Dataset: mic'/><rect class='sa-hit' x='493.79' y='124.50' width='9.93' height='17.25' data-tip='mRMR Validity: 0.943 (mean over budgets) Events per variable: 0.114 Dataset: soybean_large At this EPV: within 0.03 of the best' aria-label='mRMR Validity: 0.943 (mean over budgets) Events per variable: 0.114 Dataset: soybean_large At this EPV: within 0.03 of the best'/><rect class='sa-hit' x='483.95' y='124.50' width='9.84' height='17.25' data-tip='mRMR Validity: 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ljubljana_primary_tumor At this EPV: within 0.03 of the best' aria-label='mRMR Validity: 0.941 (mean over budgets) Events per variable: 0.588 Dataset: ljubljana_primary_tumor At this EPV: within 0.03 of the best'/><rect class='sa-hit' x='379.41' y='124.50' width='53.09' height='17.25' data-tip='mRMR Validity: 0.877 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival' aria-label='mRMR Validity: 0.877 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival'/><rect class='sa-hit' x='346.97' y='124.50' width='32.44' height='17.25' data-tip='mRMR Validity: 1.000 (mean over budgets) Events per variable: 20.7 Dataset: otto_group_product_classification_challenge At this EPV: within 0.03 of the best' aria-label='mRMR Validity: 1.000 (mean over budgets) Events per variable: 20.7 Dataset: otto_group_product_classification_challenge At this EPV: within 0.03 of the best'/><rect class='sa-hit' x='281.10' y='124.50' width='65.87' height='17.25' data-tip='mRMR 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height='17.25' data-tip='LaplacianScore Validity: 0.891 (mean over budgets) Events per variable: 0.588 Dataset: ljubljana_primary_tumor' aria-label='LaplacianScore Validity: 0.891 (mean over budgets) Events per variable: 0.588 Dataset: ljubljana_primary_tumor'/><rect class='sa-hit' x='379.41' y='141.75' width='53.09' height='17.25' data-tip='LaplacianScore Validity: 0.893 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival' aria-label='LaplacianScore Validity: 0.893 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival'/><rect class='sa-hit' x='346.97' y='141.75' width='32.44' height='17.25' data-tip='LaplacianScore Validity: 1.000 (mean over budgets) Events per variable: 20.7 Dataset: otto_group_product_classification_challenge At this EPV: within 0.03 of the best' aria-label='LaplacianScore Validity: 1.000 (mean over budgets) Events per variable: 20.7 Dataset: otto_group_product_classification_challenge At this EPV: within 0.03 of the best'/><rect class='sa-hit' x='281.10' y='141.75' width='65.87' height='17.25' data-tip='LaplacianScore Validity: 0.910 (mean over budgets) Events per variable: 22.1 Dataset: predict_students_dropout_and_academic_success At this EPV: within 0.03 of the best' aria-label='LaplacianScore Validity: 0.910 (mean over budgets) Events per variable: 22.1 Dataset: predict_students_dropout_and_academic_success At this EPV: within 0.03 of the best'/><rect class='sa-hit' x='151.20' y='141.75' width='129.90' height='17.25' data-tip='LaplacianScore Validity: 0.892 (mean over budgets) Events per variable: 1.72e+03 Dataset: sdss_17' aria-label='LaplacianScore Validity: 0.892 (mean over budgets) Events per variable: 1.72e+03 Dataset: sdss_17'/><rect class='sa-hit' x='616.39' y='159.00' width='37.61' height='17.25' data-tip='RFImportance Validity: 0.915 (mean over budgets) Events per variable: 0.00135 Dataset: lung_cancer' aria-label='RFImportance Validity: 0.915 (mean over budgets) Events per variable: 0.00135 Dataset: lung_cancer'/><rect class='sa-hit' x='551.07' y='159.00' width='65.32' height='17.25' data-tip='RFImportance Validity: 0.953 (mean over budgets) Events per variable: 0.00477 Dataset: srbct_prediction' aria-label='RFImportance Validity: 0.953 (mean over budgets) Events per variable: 0.00477 Dataset: srbct_prediction'/><rect class='sa-hit' x='503.72' y='159.00' width='47.34' height='17.25' data-tip='RFImportance Validity: 0.894 (mean over budgets) Events per variable: 0.108 Dataset: mic' aria-label='RFImportance Validity: 0.894 (mean over budgets) Events per variable: 0.108 Dataset: mic'/><rect class='sa-hit' x='493.79' y='159.00' width='9.93' height='17.25' data-tip='RFImportance Validity: 0.927 (mean over budgets) Events per variable: 0.114 Dataset: soybean_large At this EPV: within 0.03 of the best' aria-label='RFImportance Validity: 0.927 (mean over budgets) Events per variable: 0.114 Dataset: soybean_large At this EPV: within 0.03 of the best'/><rect class='sa-hit' x='483.95' y='159.00' width='9.84' height='17.25' data-tip='RFImportance Validity: 0.785 (mean over budgets) Events per variable: 0.211 Dataset: anneal' aria-label='RFImportance Validity: 0.785 (mean over budgets) Events per variable: 0.211 Dataset: anneal'/><rect class='sa-hit' x='480.54' y='159.00' width='3.41' height='17.25' data-tip='RFImportance Validity: 0.879 (mean over budgets) Events per variable: 0.221 Dataset: ancestry_study' aria-label='RFImportance Validity: 0.879 (mean over budgets) Events per variable: 0.221 Dataset: ancestry_study'/><rect class='sa-hit' x='465.96' y='159.00' width='14.58' height='17.25' data-tip='RFImportance Validity: 0.839 (mean over budgets) Events per variable: 0.265 Dataset: audiology_diagnosis' aria-label='RFImportance Validity: 0.839 (mean over budgets) Events per variable: 0.265 Dataset: audiology_diagnosis'/><rect class='sa-hit' x='432.50' y='159.00' width='33.46' height='17.25' data-tip='RFImportance Validity: 0.837 (mean over budgets) Events per variable: 0.588 Dataset: ljubljana_primary_tumor' aria-label='RFImportance Validity: 0.837 (mean over budgets) Events per variable: 0.588 Dataset: ljubljana_primary_tumor'/><rect class='sa-hit' x='379.41' y='159.00' width='53.09' height='17.25' data-tip='RFImportance Validity: 0.753 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival' aria-label='RFImportance Validity: 0.753 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival'/><rect class='sa-hit' x='346.97' y='159.00' width='32.44' height='17.25' data-tip='RFImportance Validity: 0.926 (mean over budgets) Events per variable: 20.7 Dataset: otto_group_product_classification_challenge' aria-label='RFImportance Validity: 0.926 (mean over budgets) Events per variable: 20.7 Dataset: otto_group_product_classification_challenge'/><rect class='sa-hit' x='281.10' y='159.00' width='65.87' height='17.25' data-tip='RFImportance Validity: 0.685 (mean over budgets) Events per variable: 22.1 Dataset: predict_students_dropout_and_academic_success' aria-label='RFImportance Validity: 0.685 (mean over budgets) Events per variable: 22.1 Dataset: predict_students_dropout_and_academic_success'/><rect class='sa-hit' x='151.20' y='159.00' width='129.90' height='17.25' data-tip='RFImportance Validity: 0.925 (mean over budgets) Events per variable: 1.72e+03 Dataset: sdss_17' aria-label='RFImportance Validity: 0.925 (mean over budgets) Events per variable: 1.72e+03 Dataset: sdss_17'/><rect class='sa-hit' x='616.39' y='176.25' width='37.61' height='17.25' data-tip='CART Validity: 0.702 (mean over budgets) Events per variable: 0.00135 Dataset: lung_cancer' aria-label='CART Validity: 0.702 (mean over budgets) Events per variable: 0.00135 Dataset: lung_cancer'/><rect class='sa-hit' x='551.07' y='176.25' width='65.32' height='17.25' data-tip='CART Validity: 0.734 (mean over budgets) Events per variable: 0.00477 Dataset: srbct_prediction' aria-label='CART Validity: 0.734 (mean over budgets) Events per variable: 0.00477 Dataset: srbct_prediction'/><rect class='sa-hit' x='503.72' y='176.25' width='47.34' height='17.25' data-tip='CART Validity: 0.662 (mean over budgets) Events per variable: 0.108 Dataset: mic' aria-label='CART Validity: 0.662 (mean over budgets) Events per variable: 0.108 Dataset: mic'/><rect class='sa-hit' x='493.79' y='176.25' width='9.93' height='17.25' data-tip='CART Validity: 0.884 (mean over budgets) Events per variable: 0.114 Dataset: soybean_large' aria-label='CART Validity: 0.884 (mean over budgets) Events per variable: 0.114 Dataset: soybean_large'/><rect class='sa-hit' x='483.95' y='176.25' width='9.84' height='17.25' data-tip='CART Validity: 0.752 (mean over budgets) Events per variable: 0.211 Dataset: anneal' aria-label='CART Validity: 0.752 (mean over budgets) Events per variable: 0.211 Dataset: anneal'/><rect class='sa-hit' x='480.54' y='176.25' width='3.41' height='17.25' data-tip='CART Validity: 0.900 (mean over budgets) Events per variable: 0.221 Dataset: ancestry_study' aria-label='CART Validity: 0.900 (mean over budgets) Events per variable: 0.221 Dataset: ancestry_study'/><rect class='sa-hit' x='465.96' y='176.25' width='14.58' height='17.25' data-tip='CART Validity: 0.879 (mean over budgets) Events per variable: 0.265 Dataset: audiology_diagnosis' aria-label='CART Validity: 0.879 (mean over budgets) Events per variable: 0.265 Dataset: audiology_diagnosis'/><rect class='sa-hit' x='432.50' y='176.25' width='33.46' height='17.25' data-tip='CART Validity: 0.741 (mean over budgets) Events per variable: 0.588 Dataset: ljubljana_primary_tumor' aria-label='CART Validity: 0.741 (mean over budgets) Events per variable: 0.588 Dataset: ljubljana_primary_tumor'/><rect class='sa-hit' x='379.41' y='176.25' width='53.09' height='17.25' data-tip='CART Validity: 0.679 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival' aria-label='CART Validity: 0.679 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival'/><rect class='sa-hit' x='346.97' y='176.25' width='32.44' height='17.25' data-tip='CART Validity: 0.893 (mean over budgets) Events per variable: 20.7 Dataset: otto_group_product_classification_challenge' aria-label='CART Validity: 0.893 (mean over budgets) Events per variable: 20.7 Dataset: otto_group_product_classification_challenge'/><rect class='sa-hit' x='281.10' y='176.25' width='65.87' height='17.25' data-tip='CART Validity: 0.625 (mean over budgets) Events per variable: 22.1 Dataset: predict_students_dropout_and_academic_success' aria-label='CART Validity: 0.625 (mean over budgets) Events per variable: 22.1 Dataset: predict_students_dropout_and_academic_success'/><rect class='sa-hit' x='151.20' y='176.25' width='129.90' height='17.25' data-tip='CART Validity: 0.906 (mean over budgets) Events per variable: 1.72e+03 Dataset: sdss_17' aria-label='CART Validity: 0.906 (mean over budgets) Events per variable: 1.72e+03 Dataset: sdss_17'/><rect class='sa-hit' x='616.39' y='193.50' width='37.61' height='17.25' data-tip='SFS Validity: 0.715 (mean over budgets) Events per variable: 0.00135 Dataset: lung_cancer' aria-label='SFS Validity: 0.715 (mean over budgets) Events per variable: 0.00135 Dataset: lung_cancer'/><rect class='sa-hit' x='551.07' y='193.50' width='65.32' height='17.25' data-tip='SFS Validity: 0.713 (mean over budgets) Events per variable: 0.00477 Dataset: srbct_prediction' aria-label='SFS Validity: 0.713 (mean over budgets) Events per variable: 0.00477 Dataset: srbct_prediction'/><rect class='sa-hit' x='503.72' y='193.50' width='47.34' height='17.25' data-tip='SFS Validity: 0.815 (mean over budgets) Events per variable: 0.108 Dataset: mic' aria-label='SFS Validity: 0.815 (mean over budgets) Events per variable: 0.108 Dataset: mic'/><rect class='sa-hit' x='493.79' y='193.50' width='9.93' height='17.25' data-tip='SFS Validity: 0.862 (mean over budgets) Events per variable: 0.114 Dataset: soybean_large' aria-label='SFS Validity: 0.862 (mean over budgets) Events per variable: 0.114 Dataset: soybean_large'/><rect class='sa-hit' x='483.95' y='193.50' width='9.84' height='17.25' data-tip='SFS Validity: 0.863 (mean over budgets) Events per variable: 0.211 Dataset: anneal' aria-label='SFS Validity: 0.863 (mean over budgets) Events per variable: 0.211 Dataset: anneal'/><rect class='sa-hit' x='480.54' y='193.50' width='3.41' height='17.25' data-tip='SFS Validity: 0.494 (mean over budgets) Events per variable: 0.221 Dataset: ancestry_study' aria-label='SFS Validity: 0.494 (mean over budgets) Events per variable: 0.221 Dataset: ancestry_study'/><rect class='sa-hit' x='465.96' y='193.50' width='14.58' height='17.25' data-tip='SFS Validity: 0.793 (mean over budgets) Events per variable: 0.265 Dataset: audiology_diagnosis' aria-label='SFS Validity: 0.793 (mean over budgets) Events per variable: 0.265 Dataset: audiology_diagnosis'/><rect class='sa-hit' x='432.50' y='193.50' width='33.46' height='17.25' data-tip='SFS Validity: 0.765 (mean over budgets) Events per variable: 0.588 Dataset: ljubljana_primary_tumor' aria-label='SFS Validity: 0.765 (mean over budgets) Events per variable: 0.588 Dataset: ljubljana_primary_tumor'/><rect class='sa-hit' x='379.41' y='193.50' width='53.09' height='17.25' data-tip='SFS Validity: 0.827 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival' aria-label='SFS Validity: 0.827 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival'/><rect class='sa-hit' x='346.97' y='193.50' width='32.44' height='17.25' data-tip='SFS Validity: 0.685 (mean over budgets) Events per variable: 20.7 Dataset: otto_group_product_classification_challenge' aria-label='SFS Validity: 0.685 (mean over budgets) Events per variable: 20.7 Dataset: otto_group_product_classification_challenge'/><rect class='sa-hit' x='281.10' y='193.50' width='65.87' height='17.25' data-tip='SFS Validity: 0.730 (mean over budgets) Events per variable: 22.1 Dataset: predict_students_dropout_and_academic_success' aria-label='SFS Validity: 0.730 (mean over budgets) Events per variable: 22.1 Dataset: predict_students_dropout_and_academic_success'/><rect class='sa-hit' x='151.20' y='193.50' width='129.90' height='17.25' data-tip='SFS Validity: 0.906 (mean over budgets) Events per variable: 1.72e+03 Dataset: sdss_17' aria-label='SFS Validity: 0.906 (mean over budgets) Events per variable: 1.72e+03 Dataset: sdss_17'/><rect class='sa-hit' x='616.39' y='210.75' width='37.61' height='17.25' data-tip='LOCO Validity: 0.683 (mean over budgets) Events per variable: 0.00135 Dataset: lung_cancer' aria-label='LOCO Validity: 0.683 (mean over budgets) Events per variable: 0.00135 Dataset: lung_cancer'/><rect class='sa-hit' x='551.07' y='210.75' width='65.32' height='17.25' data-tip='LOCO Validity: 0.734 (mean over budgets) Events per variable: 0.00477 Dataset: srbct_prediction' aria-label='LOCO Validity: 0.734 (mean over budgets) Events per variable: 0.00477 Dataset: srbct_prediction'/><rect class='sa-hit' x='503.72' y='210.75' width='47.34' height='17.25' data-tip='LOCO Validity: 0.847 (mean over budgets) Events per variable: 0.108 Dataset: mic' aria-label='LOCO Validity: 0.847 (mean over budgets) Events per variable: 0.108 Dataset: mic'/><rect class='sa-hit' x='493.79' y='210.75' width='9.93' height='17.25' data-tip='LOCO Validity: 0.694 (mean over budgets) Events per variable: 0.114 Dataset: soybean_large' aria-label='LOCO Validity: 0.694 (mean over budgets) Events per variable: 0.114 Dataset: soybean_large'/><rect class='sa-hit' x='483.95' y='210.75' width='9.84' height='17.25' data-tip='LOCO Validity: 0.734 (mean over budgets) Events per variable: 0.211 Dataset: anneal' aria-label='LOCO Validity: 0.734 (mean over budgets) Events per variable: 0.211 Dataset: anneal'/><rect class='sa-hit' x='480.54' y='210.75' width='3.41' height='17.25' data-tip='LOCO Validity: 0.833 (mean over budgets) Events per variable: 0.221 Dataset: ancestry_study' aria-label='LOCO Validity: 0.833 (mean over budgets) Events per variable: 0.221 Dataset: ancestry_study'/><rect class='sa-hit' x='465.96' y='210.75' width='14.58' height='17.25' data-tip='LOCO Validity: 0.570 (mean over budgets) Events per variable: 0.265 Dataset: audiology_diagnosis' aria-label='LOCO Validity: 0.570 (mean over budgets) Events per variable: 0.265 Dataset: audiology_diagnosis'/><rect class='sa-hit' x='432.50' y='210.75' width='33.46' height='17.25' data-tip='LOCO Validity: 0.682 (mean over budgets) Events per variable: 0.588 Dataset: ljubljana_primary_tumor' aria-label='LOCO Validity: 0.682 (mean over budgets) Events per variable: 0.588 Dataset: ljubljana_primary_tumor'/><rect class='sa-hit' x='379.41' y='210.75' width='53.09' height='17.25' data-tip='LOCO Validity: 0.659 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival' aria-label='LOCO Validity: 0.659 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival'/><rect class='sa-hit' x='346.97' y='210.75' width='32.44' height='17.25' data-tip='LOCO Validity: 0.908 (mean over budgets) Events per variable: 20.7 Dataset: otto_group_product_classification_challenge' aria-label='LOCO Validity: 0.908 (mean over budgets) Events per variable: 20.7 Dataset: otto_group_product_classification_challenge'/><rect class='sa-hit' x='281.10' y='210.75' width='65.87' height='17.25' data-tip='LOCO Validity: 0.683 (mean over budgets) Events per variable: 22.1 Dataset: predict_students_dropout_and_academic_success' aria-label='LOCO Validity: 0.683 (mean over budgets) Events per variable: 22.1 Dataset: predict_students_dropout_and_academic_success'/><rect class='sa-hit' x='151.20' y='210.75' width='129.90' height='17.25' data-tip='LOCO Validity: 0.925 (mean over budgets) Events per variable: 1.72e+03 Dataset: sdss_17' aria-label='LOCO Validity: 0.925 (mean over budgets) Events per variable: 1.72e+03 Dataset: sdss_17'/><rect class='sa-hit' x='616.39' y='228.00' width='37.61' height='17.25' data-tip='SBE Validity: 0.702 (mean over budgets) Events per variable: 0.00135 Dataset: lung_cancer' aria-label='SBE Validity: 0.702 (mean over budgets) Events per variable: 0.00135 Dataset: lung_cancer'/><rect class='sa-hit' x='551.07' y='228.00' width='65.32' height='17.25' data-tip='SBE Validity: 0.614 (mean over budgets) Events per variable: 0.00477 Dataset: srbct_prediction' aria-label='SBE Validity: 0.614 (mean over budgets) Events per variable: 0.00477 Dataset: srbct_prediction'/><rect class='sa-hit' x='503.72' y='228.00' width='47.34' height='17.25' data-tip='SBE Validity: 0.655 (mean over budgets) Events per variable: 0.108 Dataset: mic' aria-label='SBE Validity: 0.655 (mean over budgets) Events per variable: 0.108 Dataset: mic'/><rect class='sa-hit' x='493.79' y='228.00' width='9.93' height='17.25' data-tip='SBE Validity: 0.743 (mean over budgets) Events per variable: 0.114 Dataset: soybean_large' aria-label='SBE Validity: 0.743 (mean over budgets) Events per variable: 0.114 Dataset: soybean_large'/><rect class='sa-hit' x='483.95' y='228.00' width='9.84' height='17.25' data-tip='SBE Validity: 0.668 (mean over budgets) Events per variable: 0.211 Dataset: anneal' aria-label='SBE Validity: 0.668 (mean over budgets) Events per variable: 0.211 Dataset: anneal'/><rect class='sa-hit' x='480.54' y='228.00' width='3.41' height='17.25' data-tip='SBE Validity: 0.770 (mean over budgets) Events per variable: 0.221 Dataset: ancestry_study' aria-label='SBE Validity: 0.770 (mean over budgets) Events per variable: 0.221 Dataset: ancestry_study'/><rect class='sa-hit' x='465.96' y='228.00' width='14.58' height='17.25' data-tip='SBE Validity: 0.744 (mean over budgets) Events per variable: 0.265 Dataset: audiology_diagnosis' aria-label='SBE Validity: 0.744 (mean over budgets) Events per variable: 0.265 Dataset: audiology_diagnosis'/><rect class='sa-hit' x='432.50' y='228.00' width='33.46' height='17.25' data-tip='SBE Validity: 0.738 (mean over budgets) Events per variable: 0.588 Dataset: ljubljana_primary_tumor' aria-label='SBE Validity: 0.738 (mean over budgets) Events per variable: 0.588 Dataset: ljubljana_primary_tumor'/><rect class='sa-hit' x='379.41' y='228.00' width='53.09' height='17.25' data-tip='SBE Validity: 0.709 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival' aria-label='SBE Validity: 0.709 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival'/><rect class='sa-hit' x='346.97' y='228.00' width='32.44' height='17.25' data-tip='SBE Validity: 0.532 (mean over budgets) Events per variable: 20.7 Dataset: otto_group_product_classification_challenge' aria-label='SBE Validity: 0.532 (mean over budgets) Events per variable: 20.7 Dataset: otto_group_product_classification_challenge'/><rect class='sa-hit' x='281.10' y='228.00' width='65.87' height='17.25' data-tip='SBE Validity: 0.664 (mean over budgets) Events per variable: 22.1 Dataset: predict_students_dropout_and_academic_success' aria-label='SBE Validity: 0.664 (mean over budgets) Events per variable: 22.1 Dataset: predict_students_dropout_and_academic_success'/><rect class='sa-hit' x='151.20' y='228.00' width='129.90' height='17.25' data-tip='SBE Validity: 0.888 (mean over budgets) Events per variable: 1.72e+03 Dataset: sdss_17' aria-label='SBE Validity: 0.888 (mean over budgets) Events per variable: 1.72e+03 Dataset: sdss_17'/><rect class='sa-hit' x='616.39' y='245.25' width='37.61' height='17.25' data-tip='Random Validity: 0.688 (mean over budgets) Events per variable: 0.00135 Dataset: lung_cancer' aria-label='Random Validity: 0.688 (mean over budgets) Events per variable: 0.00135 Dataset: lung_cancer'/><rect class='sa-hit' x='551.07' y='245.25' width='65.32' height='17.25' data-tip='Random Validity: 0.572 (mean over budgets) Events per variable: 0.00477 Dataset: srbct_prediction' aria-label='Random Validity: 0.572 (mean over budgets) Events per variable: 0.00477 Dataset: srbct_prediction'/><rect class='sa-hit' x='503.72' y='245.25' width='47.34' height='17.25' data-tip='Random Validity: 0.591 (mean over budgets) Events per variable: 0.108 Dataset: mic' aria-label='Random Validity: 0.591 (mean over budgets) Events per variable: 0.108 Dataset: mic'/><rect class='sa-hit' x='493.79' y='245.25' width='9.93' height='17.25' data-tip='Random Validity: 0.644 (mean over budgets) Events per variable: 0.114 Dataset: soybean_large' aria-label='Random Validity: 0.644 (mean over budgets) Events per variable: 0.114 Dataset: soybean_large'/><rect class='sa-hit' x='483.95' y='245.25' width='9.84' height='17.25' data-tip='Random Validity: 0.674 (mean over budgets) Events per variable: 0.211 Dataset: anneal' aria-label='Random Validity: 0.674 (mean over budgets) Events per variable: 0.211 Dataset: anneal'/><rect class='sa-hit' x='480.54' y='245.25' width='3.41' height='17.25' data-tip='Random Validity: 0.701 (mean over budgets) Events per variable: 0.221 Dataset: ancestry_study' aria-label='Random Validity: 0.701 (mean over budgets) Events per variable: 0.221 Dataset: ancestry_study'/><rect class='sa-hit' x='465.96' y='245.25' width='14.58' height='17.25' data-tip='Random Validity: 0.717 (mean over budgets) Events per variable: 0.265 Dataset: audiology_diagnosis' aria-label='Random Validity: 0.717 (mean over budgets) Events per variable: 0.265 Dataset: audiology_diagnosis'/><rect class='sa-hit' x='432.50' y='245.25' width='33.46' height='17.25' data-tip='Random Validity: 0.604 (mean over budgets) Events per variable: 0.588 Dataset: ljubljana_primary_tumor' aria-label='Random Validity: 0.604 (mean over budgets) Events per variable: 0.588 Dataset: ljubljana_primary_tumor'/><rect class='sa-hit' x='379.41' y='245.25' width='53.09' height='17.25' data-tip='Random Validity: 0.675 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival' aria-label='Random Validity: 0.675 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival'/><rect class='sa-hit' x='346.97' y='245.25' width='32.44' height='17.25' data-tip='Random Validity: 0.605 (mean over budgets) Events per variable: 20.7 Dataset: otto_group_product_classification_challenge' aria-label='Random Validity: 0.605 (mean over budgets) Events per variable: 20.7 Dataset: otto_group_product_classification_challenge'/><rect class='sa-hit' x='281.10' y='245.25' width='65.87' height='17.25' data-tip='Random Validity: 0.651 (mean over budgets) Events per variable: 22.1 Dataset: predict_students_dropout_and_academic_success' aria-label='Random Validity: 0.651 (mean over budgets) Events per variable: 22.1 Dataset: predict_students_dropout_and_academic_success'/><rect class='sa-hit' x='151.20' y='245.25' width='129.90' height='17.25' data-tip='Random Validity: 0.745 (mean over budgets) Events per variable: 1.72e+03 Dataset: sdss_17' aria-label='Random Validity: 0.745 (mean over budgets) Events per variable: 1.72e+03 Dataset: sdss_17'/><rect class='sa-hit' x='616.39' y='262.50' width='37.61' height='17.25' data-tip='MarkovBlanket Validity: 0.721 (mean over budgets) Events per variable: 0.00135 Dataset: lung_cancer' aria-label='MarkovBlanket Validity: 0.721 (mean over budgets) Events per variable: 0.00135 Dataset: lung_cancer'/><rect class='sa-hit' x='551.07' y='262.50' width='65.32' height='17.25' data-tip='MarkovBlanket Validity: 0.634 (mean over budgets) Events per variable: 0.00477 Dataset: srbct_prediction' aria-label='MarkovBlanket Validity: 0.634 (mean over budgets) Events per variable: 0.00477 Dataset: srbct_prediction'/><rect class='sa-hit' x='503.72' y='262.50' width='47.34' height='17.25' data-tip='MarkovBlanket Validity: 0.399 (mean over budgets) Events per variable: 0.108 Dataset: mic' aria-label='MarkovBlanket Validity: 0.399 (mean over budgets) Events per variable: 0.108 Dataset: mic'/><rect class='sa-hit' x='493.79' y='262.50' width='9.93' height='17.25' data-tip='MarkovBlanket Validity: 0.814 (mean over budgets) Events per variable: 0.114 Dataset: soybean_large' aria-label='MarkovBlanket Validity: 0.814 (mean over budgets) Events per variable: 0.114 Dataset: soybean_large'/><rect class='sa-hit' x='483.95' y='262.50' width='9.84' height='17.25' data-tip='MarkovBlanket Validity: 0.643 (mean over budgets) Events per variable: 0.211 Dataset: anneal' aria-label='MarkovBlanket Validity: 0.643 (mean over budgets) Events per variable: 0.211 Dataset: anneal'/><rect class='sa-hit' x='480.54' y='262.50' width='3.41' height='17.25' data-tip='MarkovBlanket Validity: 0.671 (mean over budgets) Events per variable: 0.221 Dataset: ancestry_study' aria-label='MarkovBlanket Validity: 0.671 (mean over budgets) Events per variable: 0.221 Dataset: ancestry_study'/><rect class='sa-hit' x='465.96' y='262.50' width='14.58' height='17.25' data-tip='MarkovBlanket Validity: 0.834 (mean over budgets) Events per variable: 0.265 Dataset: audiology_diagnosis' aria-label='MarkovBlanket Validity: 0.834 (mean over budgets) Events per variable: 0.265 Dataset: audiology_diagnosis'/><rect class='sa-hit' x='432.50' y='262.50' width='33.46' height='17.25' data-tip='MarkovBlanket Validity: 0.913 (mean over budgets) Events per variable: 0.588 Dataset: ljubljana_primary_tumor' aria-label='MarkovBlanket Validity: 0.913 (mean over budgets) Events per variable: 0.588 Dataset: ljubljana_primary_tumor'/><rect class='sa-hit' x='379.41' y='262.50' width='53.09' height='17.25' data-tip='MarkovBlanket Validity: 0.568 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival' aria-label='MarkovBlanket Validity: 0.568 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival'/><rect class='sa-hit' x='346.97' y='262.50' width='32.44' height='17.25' data-tip='MarkovBlanket Validity: 0.211 (mean over budgets) Events per variable: 20.7 Dataset: otto_group_product_classification_challenge' aria-label='MarkovBlanket Validity: 0.211 (mean over budgets) Events per variable: 20.7 Dataset: otto_group_product_classification_challenge'/><rect class='sa-hit' x='281.10' y='262.50' width='65.87' height='17.25' data-tip='MarkovBlanket Validity: 0.523 (mean over budgets) Events per variable: 22.1 Dataset: predict_students_dropout_and_academic_success' aria-label='MarkovBlanket Validity: 0.523 (mean over budgets) Events per variable: 22.1 Dataset: predict_students_dropout_and_academic_success'/><rect class='sa-hit' x='151.20' y='262.50' width='129.90' height='17.25' data-tip='MarkovBlanket Validity: 0.903 (mean over budgets) Events per variable: 1.72e+03 Dataset: sdss_17' aria-label='MarkovBlanket Validity: 0.903 (mean over budgets) Events per variable: 1.72e+03 Dataset: sdss_17'/></svg><script type='text/plain' id='sa-csv'>method,epv,validity
|
| 36 |
+
(R)ReliefF,0.0013,0.9997
|
| 37 |
+
(R)ReliefF,0.0048,0.9978
|
| 38 |
+
(R)ReliefF,0.1081,0.9227
|
| 39 |
+
(R)ReliefF,0.1143,0.9534
|
| 40 |
+
(R)ReliefF,0.2105,0.9182
|
| 41 |
+
(R)ReliefF,0.2212,0.9096
|
| 42 |
+
(R)ReliefF,0.2647,0.9053
|
| 43 |
+
(R)ReliefF,0.5882,0.9501
|
| 44 |
+
(R)ReliefF,2.5,0.8127
|
| 45 |
+
(R)ReliefF,20.7419,0.9249
|
| 46 |
+
(R)ReliefF,22.0556,0.9104
|
| 47 |
+
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mRMR,22.0556,0.7485
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|
data/lasagna/validity/noise_0.5/tasks_multiclass/overlay_top_3.html
ADDED
|
@@ -0,0 +1,326 @@
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| 1 |
+
<!doctype html>
|
| 2 |
+
<html lang='en'><head><meta charset='utf-8'><meta name='viewport' content='width=device-width,initial-scale=1'><title>SelectArena: validity (noise 0.5, multiclass tasks)</title><style>
|
| 3 |
+
:root { --fg:#1f2328; --muted:#59636e; --bg:#ffffff; --line:#d1d9e0; --soft:#f6f8fa; --accent:#0072B2; }
|
| 4 |
+
@media (prefers-color-scheme: dark) {
|
| 5 |
+
:root:not([data-theme="light"]) { --fg:#e6edf3; --muted:#9198a1; --bg:#0d1117; --line:#3d444d; --soft:#151b23; --accent:#4aa3df; }
|
| 6 |
+
}
|
| 7 |
+
:root[data-theme="dark"] { --fg:#e6edf3; --muted:#9198a1; --bg:#0d1117; --line:#3d444d; --soft:#151b23; --accent:#4aa3df; }
|
| 8 |
+
html, body { margin:0; padding:0; background:var(--bg); color:var(--fg);
|
| 9 |
+
font:14px/1.45 system-ui,-apple-system,"Segoe UI",Roboto,sans-serif; }
|
| 10 |
+
.toolbar { display:flex; gap:6px; justify-content:flex-end; align-items:center; padding:4px 2px 8px; }
|
| 11 |
+
.toolbar .hint { margin-right:auto; color:var(--muted); font-size:12px; }
|
| 12 |
+
.toolbar button { font:inherit; font-size:12px; color:var(--fg); background:var(--soft);
|
| 13 |
+
border:1px solid var(--line); border-radius:6px; padding:3px 10px; cursor:pointer; }
|
| 14 |
+
.toolbar button:hover { border-color:var(--accent); }
|
| 15 |
+
|
| 16 |
+
#sa-tip { position:fixed; z-index:10; pointer-events:none; display:none; max-width:280px;
|
| 17 |
+
padding:6px 9px; border-radius:6px; border:1px solid var(--line); background:var(--bg); color:var(--fg);
|
| 18 |
+
font-size:12px; line-height:1.45; white-space:pre-line; box-shadow:0 2px 8px rgba(0,0,0,0.15); }
|
| 19 |
+
#sa-tip b { font-weight:600; }
|
| 20 |
+
</style></head><body><div class='toolbar'><span class='hint'>Hover or tap a cell for its value.</span><button onclick="saSvg('selectarena_validity_overlay_top_3')">SVG</button><button onclick="saPng('selectarena_validity_overlay_top_3')">PNG</button><button onclick="saCsv('selectarena_validity_overlay_top_3.csv')">CSV</button></div><svg id='sa-figure' viewBox='0 0 864 340' role='img' aria-label='Validity per method and events per variable'><style>
|
| 21 |
+
svg { display:block; width:100%; height:auto; }
|
| 22 |
+
.sa-text { fill:var(--fg); }
|
| 23 |
+
.sa-muted { fill:var(--muted); }
|
| 24 |
+
.sa-grid { stroke:var(--line); }
|
| 25 |
+
.sa-ink { stroke:var(--fg); }
|
| 26 |
+
.sa-hit { fill:transparent; cursor:default; }
|
| 27 |
+
.sa-hit:hover, .sa-hit.sa-on { fill:var(--fg); fill-opacity:0.06; }
|
| 28 |
+
|
| 29 |
+
.sa-dim { fill:var(--muted); }
|
| 30 |
+
.sa-frame-line { stroke:var(--fg); stroke-opacity:0.3; fill:none; }
|
| 31 |
+
.sa-point { stroke:var(--fg); }
|
| 32 |
+
.sa-legend { fill:var(--bg); stroke:var(--line); }
|
| 33 |
+
.sa-heat { image-rendering:pixelated; image-rendering:crisp-edges; }
|
| 34 |
+
.sa-halo { paint-order:stroke; stroke:var(--bg); stroke-width:3px; stroke-opacity:0.7; }
|
| 35 |
+
</style><image class='sa-heat' x='151.20' y='21.00' width='547.80' height='258.75' preserveAspectRatio='none' href='data:image/png;base64,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'/><rect 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ancestry_study'/><rect class='sa-hit' x='494.13' y='72.75' width='15.88' height='17.25' data-tip='(R)ReliefF Validity: 0.905 (mean over budgets) Events per variable: 0.265 Dataset: audiology_diagnosis At this EPV: top-3' aria-label='(R)ReliefF Validity: 0.905 (mean over budgets) Events per variable: 0.265 Dataset: audiology_diagnosis At this EPV: top-3'/><rect class='sa-hit' x='457.68' y='72.75' width='36.45' height='17.25' data-tip='(R)ReliefF Validity: 0.950 (mean over budgets) Events per variable: 0.588 Dataset: ljubljana_primary_tumor At this EPV: top-3, within 0.03 of the best' aria-label='(R)ReliefF Validity: 0.950 (mean over budgets) Events per variable: 0.588 Dataset: ljubljana_primary_tumor At this EPV: top-3, within 0.03 of the best'/><rect class='sa-hit' x='399.84' y='72.75' width='57.84' height='17.25' data-tip='(R)ReliefF Validity: 0.813 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival' aria-label='(R)ReliefF Validity: 0.813 (mean over budgets) 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horse_colic_survival'/><rect class='sa-hit' x='364.49' y='90.00' width='35.35' height='17.25' data-tip='ElasticNet Validity: 1.000 (mean over budgets) Events per variable: 20.7 Dataset: otto_group_product_classification_challenge At this EPV: within 0.03 of the best' aria-label='ElasticNet Validity: 1.000 (mean over budgets) Events per variable: 20.7 Dataset: otto_group_product_classification_challenge At this EPV: within 0.03 of the best'/><rect class='sa-hit' x='292.73' y='90.00' width='71.76' height='17.25' data-tip='ElasticNet Validity: 0.896 (mean over budgets) Events per variable: 22.1 Dataset: predict_students_dropout_and_academic_success' aria-label='ElasticNet Validity: 0.896 (mean over budgets) Events per variable: 22.1 Dataset: predict_students_dropout_and_academic_success'/><rect class='sa-hit' x='151.20' y='90.00' width='141.53' height='17.25' data-tip='ElasticNet Validity: 0.957 (mean over budgets) Events per variable: 1.72e+03 Dataset: sdss_17 At this EPV: top-3, within 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variable: 0.114 Dataset: soybean_large At this EPV: within 0.03 of the best' aria-label='mRMR Validity: 0.943 (mean over budgets) Events per variable: 0.114 Dataset: soybean_large At this EPV: within 0.03 of the best'/><rect class='sa-hit' x='513.73' y='124.50' width='10.72' height='17.25' data-tip='mRMR Validity: 0.833 (mean over budgets) Events per variable: 0.211 Dataset: anneal' aria-label='mRMR Validity: 0.833 (mean over budgets) Events per variable: 0.211 Dataset: anneal'/><rect class='sa-hit' x='510.02' y='124.50' width='3.72' height='17.25' data-tip='mRMR Validity: 0.970 (mean over budgets) Events per variable: 0.221 Dataset: ancestry_study At this EPV: top-3, within 0.03 of the best' aria-label='mRMR Validity: 0.970 (mean over budgets) Events per variable: 0.221 Dataset: ancestry_study At this EPV: top-3, within 0.03 of the best'/><rect class='sa-hit' x='494.13' y='124.50' width='15.88' height='17.25' data-tip='mRMR Validity: 0.879 (mean over budgets) Events per variable: 0.265 Dataset: audiology_diagnosis' aria-label='mRMR Validity: 0.879 (mean over budgets) Events per variable: 0.265 Dataset: audiology_diagnosis'/><rect class='sa-hit' x='457.68' y='124.50' width='36.45' height='17.25' data-tip='mRMR Validity: 0.941 (mean over budgets) Events per variable: 0.588 Dataset: ljubljana_primary_tumor At this EPV: within 0.03 of the best' aria-label='mRMR Validity: 0.941 (mean over budgets) Events per variable: 0.588 Dataset: ljubljana_primary_tumor At this EPV: within 0.03 of the best'/><rect class='sa-hit' x='399.84' y='124.50' width='57.84' height='17.25' data-tip='mRMR Validity: 0.877 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival' aria-label='mRMR Validity: 0.877 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival'/><rect class='sa-hit' x='364.49' y='124.50' width='35.35' height='17.25' data-tip='mRMR Validity: 1.000 (mean over budgets) Events per variable: 20.7 Dataset: otto_group_product_classification_challenge At this EPV: within 0.03 of the best' aria-label='mRMR Validity: 1.000 (mean over budgets) Events per variable: 20.7 Dataset: otto_group_product_classification_challenge At this EPV: within 0.03 of the best'/><rect class='sa-hit' x='292.73' y='124.50' width='71.76' height='17.25' data-tip='mRMR Validity: 0.749 (mean over budgets) Events per variable: 22.1 Dataset: predict_students_dropout_and_academic_success' aria-label='mRMR Validity: 0.749 (mean over budgets) Events per variable: 22.1 Dataset: predict_students_dropout_and_academic_success'/><rect class='sa-hit' x='151.20' y='124.50' width='141.53' height='17.25' data-tip='mRMR Validity: 0.571 (mean over budgets) Events per variable: 1.72e+03 Dataset: sdss_17' aria-label='mRMR Validity: 0.571 (mean over budgets) Events per variable: 1.72e+03 Dataset: sdss_17'/><rect class='sa-hit' x='658.02' y='141.75' width='40.98' height='17.25' data-tip='LaplacianScore Validity: 1.000 (mean over budgets) 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class='sa-hit' x='524.45' y='159.00' width='10.82' height='17.25' data-tip='RFImportance Validity: 0.927 (mean over budgets) Events per variable: 0.114 Dataset: soybean_large At this EPV: within 0.03 of the best' aria-label='RFImportance Validity: 0.927 (mean over budgets) Events per variable: 0.114 Dataset: soybean_large At this EPV: within 0.03 of the best'/><rect class='sa-hit' x='513.73' y='159.00' width='10.72' height='17.25' data-tip='RFImportance Validity: 0.785 (mean over budgets) Events per variable: 0.211 Dataset: anneal' aria-label='RFImportance Validity: 0.785 (mean over budgets) Events per variable: 0.211 Dataset: anneal'/><rect class='sa-hit' x='510.02' y='159.00' width='3.72' height='17.25' data-tip='RFImportance Validity: 0.879 (mean over budgets) Events per variable: 0.221 Dataset: ancestry_study' aria-label='RFImportance Validity: 0.879 (mean over budgets) Events per variable: 0.221 Dataset: ancestry_study'/><rect class='sa-hit' x='494.13' y='159.00' width='15.88' height='17.25' data-tip='RFImportance Validity: 0.839 (mean over budgets) Events per variable: 0.265 Dataset: audiology_diagnosis' aria-label='RFImportance Validity: 0.839 (mean over budgets) Events per variable: 0.265 Dataset: audiology_diagnosis'/><rect class='sa-hit' x='457.68' y='159.00' width='36.45' height='17.25' data-tip='RFImportance Validity: 0.837 (mean over budgets) Events per variable: 0.588 Dataset: ljubljana_primary_tumor' aria-label='RFImportance Validity: 0.837 (mean over budgets) Events per variable: 0.588 Dataset: ljubljana_primary_tumor'/><rect class='sa-hit' x='399.84' y='159.00' width='57.84' height='17.25' data-tip='RFImportance Validity: 0.753 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival' aria-label='RFImportance Validity: 0.753 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival'/><rect class='sa-hit' x='364.49' y='159.00' width='35.35' height='17.25' data-tip='RFImportance Validity: 0.926 (mean over budgets) Events per variable: 20.7 Dataset: otto_group_product_classification_challenge' aria-label='RFImportance Validity: 0.926 (mean over budgets) Events per variable: 20.7 Dataset: otto_group_product_classification_challenge'/><rect class='sa-hit' x='292.73' y='159.00' width='71.76' height='17.25' data-tip='RFImportance Validity: 0.685 (mean over budgets) Events per variable: 22.1 Dataset: predict_students_dropout_and_academic_success' aria-label='RFImportance Validity: 0.685 (mean over budgets) Events per variable: 22.1 Dataset: predict_students_dropout_and_academic_success'/><rect class='sa-hit' x='151.20' y='159.00' width='141.53' height='17.25' data-tip='RFImportance Validity: 0.925 (mean over budgets) Events per variable: 1.72e+03 Dataset: sdss_17' aria-label='RFImportance Validity: 0.925 (mean over budgets) Events per variable: 1.72e+03 Dataset: sdss_17'/><rect class='sa-hit' x='658.02' y='176.25' width='40.98' height='17.25' data-tip='CART Validity: 0.702 (mean over budgets) Events per variable: 0.00135 Dataset: lung_cancer' aria-label='CART Validity: 0.702 (mean over budgets) Events per variable: 0.00135 Dataset: lung_cancer'/><rect class='sa-hit' x='586.85' y='176.25' width='71.17' height='17.25' data-tip='CART Validity: 0.734 (mean over budgets) Events per variable: 0.00477 Dataset: srbct_prediction' aria-label='CART Validity: 0.734 (mean over budgets) Events per variable: 0.00477 Dataset: srbct_prediction'/><rect class='sa-hit' x='535.27' y='176.25' width='51.58' height='17.25' data-tip='CART Validity: 0.662 (mean over budgets) Events per variable: 0.108 Dataset: mic' aria-label='CART Validity: 0.662 (mean over budgets) Events per variable: 0.108 Dataset: mic'/><rect class='sa-hit' x='524.45' y='176.25' width='10.82' height='17.25' data-tip='CART Validity: 0.884 (mean over budgets) Events per variable: 0.114 Dataset: soybean_large' aria-label='CART Validity: 0.884 (mean over budgets) Events per variable: 0.114 Dataset: soybean_large'/><rect class='sa-hit' x='513.73' y='176.25' width='10.72' height='17.25' data-tip='CART Validity: 0.752 (mean over budgets) Events per variable: 0.211 Dataset: anneal' aria-label='CART Validity: 0.752 (mean over budgets) Events per variable: 0.211 Dataset: anneal'/><rect class='sa-hit' x='510.02' y='176.25' width='3.72' height='17.25' data-tip='CART Validity: 0.900 (mean over budgets) Events per variable: 0.221 Dataset: ancestry_study' aria-label='CART Validity: 0.900 (mean over budgets) Events per variable: 0.221 Dataset: ancestry_study'/><rect class='sa-hit' x='494.13' y='176.25' width='15.88' height='17.25' data-tip='CART Validity: 0.879 (mean over budgets) Events per variable: 0.265 Dataset: audiology_diagnosis' aria-label='CART Validity: 0.879 (mean over budgets) Events per variable: 0.265 Dataset: audiology_diagnosis'/><rect class='sa-hit' x='457.68' y='176.25' width='36.45' height='17.25' data-tip='CART Validity: 0.741 (mean over budgets) Events per variable: 0.588 Dataset: ljubljana_primary_tumor' aria-label='CART Validity: 0.741 (mean over budgets) Events per variable: 0.588 Dataset: ljubljana_primary_tumor'/><rect class='sa-hit' x='399.84' y='176.25' width='57.84' height='17.25' data-tip='CART Validity: 0.679 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival' aria-label='CART Validity: 0.679 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival'/><rect class='sa-hit' x='364.49' y='176.25' width='35.35' height='17.25' data-tip='CART Validity: 0.893 (mean over budgets) Events per variable: 20.7 Dataset: otto_group_product_classification_challenge' aria-label='CART Validity: 0.893 (mean over budgets) Events per variable: 20.7 Dataset: otto_group_product_classification_challenge'/><rect class='sa-hit' x='292.73' y='176.25' width='71.76' height='17.25' data-tip='CART Validity: 0.625 (mean over budgets) Events per variable: 22.1 Dataset: predict_students_dropout_and_academic_success' aria-label='CART Validity: 0.625 (mean over budgets) Events per variable: 22.1 Dataset: predict_students_dropout_and_academic_success'/><rect class='sa-hit' x='151.20' y='176.25' width='141.53' height='17.25' data-tip='CART Validity: 0.906 (mean over budgets) Events per variable: 1.72e+03 Dataset: sdss_17' aria-label='CART Validity: 0.906 (mean over budgets) Events per variable: 1.72e+03 Dataset: sdss_17'/><rect class='sa-hit' x='658.02' y='193.50' width='40.98' height='17.25' data-tip='SFS Validity: 0.715 (mean over budgets) Events per variable: 0.00135 Dataset: lung_cancer' aria-label='SFS Validity: 0.715 (mean over budgets) Events per variable: 0.00135 Dataset: lung_cancer'/><rect class='sa-hit' x='586.85' y='193.50' width='71.17' height='17.25' data-tip='SFS Validity: 0.713 (mean over budgets) Events per variable: 0.00477 Dataset: srbct_prediction' aria-label='SFS Validity: 0.713 (mean over budgets) Events per variable: 0.00477 Dataset: srbct_prediction'/><rect class='sa-hit' x='535.27' y='193.50' width='51.58' height='17.25' data-tip='SFS Validity: 0.815 (mean over budgets) Events per variable: 0.108 Dataset: mic' aria-label='SFS Validity: 0.815 (mean over budgets) Events per variable: 0.108 Dataset: mic'/><rect class='sa-hit' x='524.45' y='193.50' width='10.82' height='17.25' data-tip='SFS Validity: 0.862 (mean over budgets) Events per variable: 0.114 Dataset: soybean_large' aria-label='SFS Validity: 0.862 (mean over budgets) Events per variable: 0.114 Dataset: soybean_large'/><rect class='sa-hit' x='513.73' y='193.50' width='10.72' height='17.25' data-tip='SFS Validity: 0.863 (mean over budgets) Events per variable: 0.211 Dataset: anneal' aria-label='SFS Validity: 0.863 (mean over budgets) Events per variable: 0.211 Dataset: anneal'/><rect class='sa-hit' x='510.02' y='193.50' width='3.72' height='17.25' data-tip='SFS Validity: 0.494 (mean over budgets) Events per variable: 0.221 Dataset: ancestry_study' aria-label='SFS Validity: 0.494 (mean over budgets) Events per variable: 0.221 Dataset: ancestry_study'/><rect class='sa-hit' x='494.13' y='193.50' width='15.88' height='17.25' data-tip='SFS Validity: 0.793 (mean over budgets) Events per variable: 0.265 Dataset: audiology_diagnosis' aria-label='SFS Validity: 0.793 (mean over budgets) Events per variable: 0.265 Dataset: audiology_diagnosis'/><rect class='sa-hit' x='457.68' y='193.50' width='36.45' height='17.25' data-tip='SFS Validity: 0.765 (mean over budgets) Events per variable: 0.588 Dataset: ljubljana_primary_tumor' aria-label='SFS Validity: 0.765 (mean over budgets) Events per variable: 0.588 Dataset: ljubljana_primary_tumor'/><rect class='sa-hit' x='399.84' y='193.50' width='57.84' height='17.25' data-tip='SFS Validity: 0.827 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival' aria-label='SFS Validity: 0.827 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival'/><rect class='sa-hit' x='364.49' y='193.50' width='35.35' height='17.25' data-tip='SFS Validity: 0.685 (mean over budgets) Events per variable: 20.7 Dataset: otto_group_product_classification_challenge' aria-label='SFS Validity: 0.685 (mean over budgets) Events per variable: 20.7 Dataset: otto_group_product_classification_challenge'/><rect class='sa-hit' x='292.73' y='193.50' width='71.76' height='17.25' data-tip='SFS Validity: 0.730 (mean over budgets) Events per variable: 22.1 Dataset: predict_students_dropout_and_academic_success' aria-label='SFS Validity: 0.730 (mean over budgets) Events per variable: 22.1 Dataset: predict_students_dropout_and_academic_success'/><rect class='sa-hit' x='151.20' y='193.50' width='141.53' height='17.25' data-tip='SFS Validity: 0.906 (mean over budgets) Events per variable: 1.72e+03 Dataset: sdss_17' aria-label='SFS Validity: 0.906 (mean over budgets) Events per variable: 1.72e+03 Dataset: sdss_17'/><rect class='sa-hit' x='658.02' y='210.75' width='40.98' height='17.25' data-tip='LOCO Validity: 0.683 (mean over budgets) Events per variable: 0.00135 Dataset: lung_cancer' aria-label='LOCO Validity: 0.683 (mean over budgets) Events per variable: 0.00135 Dataset: lung_cancer'/><rect class='sa-hit' x='586.85' y='210.75' width='71.17' height='17.25' data-tip='LOCO Validity: 0.734 (mean over budgets) Events per variable: 0.00477 Dataset: srbct_prediction' aria-label='LOCO Validity: 0.734 (mean over budgets) Events per variable: 0.00477 Dataset: srbct_prediction'/><rect class='sa-hit' x='535.27' y='210.75' width='51.58' height='17.25' data-tip='LOCO Validity: 0.847 (mean over budgets) Events per variable: 0.108 Dataset: mic' aria-label='LOCO Validity: 0.847 (mean over budgets) Events per variable: 0.108 Dataset: mic'/><rect class='sa-hit' x='524.45' y='210.75' width='10.82' height='17.25' data-tip='LOCO Validity: 0.694 (mean over budgets) Events per variable: 0.114 Dataset: soybean_large' aria-label='LOCO Validity: 0.694 (mean over budgets) Events per variable: 0.114 Dataset: soybean_large'/><rect class='sa-hit' x='513.73' y='210.75' width='10.72' height='17.25' data-tip='LOCO Validity: 0.734 (mean over budgets) Events per variable: 0.211 Dataset: anneal' aria-label='LOCO Validity: 0.734 (mean over budgets) Events per variable: 0.211 Dataset: anneal'/><rect class='sa-hit' x='510.02' y='210.75' width='3.72' height='17.25' data-tip='LOCO Validity: 0.833 (mean over budgets) Events per variable: 0.221 Dataset: ancestry_study' aria-label='LOCO Validity: 0.833 (mean over budgets) Events per variable: 0.221 Dataset: ancestry_study'/><rect class='sa-hit' x='494.13' y='210.75' width='15.88' height='17.25' data-tip='LOCO Validity: 0.570 (mean over budgets) Events per variable: 0.265 Dataset: audiology_diagnosis' aria-label='LOCO Validity: 0.570 (mean over budgets) Events per variable: 0.265 Dataset: audiology_diagnosis'/><rect class='sa-hit' x='457.68' y='210.75' width='36.45' height='17.25' data-tip='LOCO Validity: 0.682 (mean over budgets) Events per variable: 0.588 Dataset: ljubljana_primary_tumor' aria-label='LOCO Validity: 0.682 (mean over budgets) Events per variable: 0.588 Dataset: ljubljana_primary_tumor'/><rect class='sa-hit' x='399.84' y='210.75' width='57.84' height='17.25' data-tip='LOCO Validity: 0.659 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival' aria-label='LOCO Validity: 0.659 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival'/><rect class='sa-hit' x='364.49' y='210.75' width='35.35' height='17.25' data-tip='LOCO Validity: 0.908 (mean over budgets) Events per variable: 20.7 Dataset: otto_group_product_classification_challenge' aria-label='LOCO Validity: 0.908 (mean over budgets) Events per variable: 20.7 Dataset: otto_group_product_classification_challenge'/><rect class='sa-hit' x='292.73' y='210.75' width='71.76' height='17.25' data-tip='LOCO Validity: 0.683 (mean over budgets) Events per variable: 22.1 Dataset: predict_students_dropout_and_academic_success' aria-label='LOCO Validity: 0.683 (mean over budgets) Events per variable: 22.1 Dataset: predict_students_dropout_and_academic_success'/><rect class='sa-hit' x='151.20' y='210.75' width='141.53' height='17.25' data-tip='LOCO Validity: 0.925 (mean over budgets) Events per variable: 1.72e+03 Dataset: sdss_17' aria-label='LOCO Validity: 0.925 (mean over budgets) Events per variable: 1.72e+03 Dataset: sdss_17'/><rect class='sa-hit' x='658.02' y='228.00' width='40.98' height='17.25' data-tip='SBE Validity: 0.702 (mean over budgets) Events per variable: 0.00135 Dataset: lung_cancer' aria-label='SBE Validity: 0.702 (mean over budgets) Events per variable: 0.00135 Dataset: lung_cancer'/><rect class='sa-hit' x='586.85' y='228.00' width='71.17' height='17.25' data-tip='SBE Validity: 0.614 (mean over budgets) Events per variable: 0.00477 Dataset: srbct_prediction' aria-label='SBE Validity: 0.614 (mean over budgets) Events per variable: 0.00477 Dataset: srbct_prediction'/><rect class='sa-hit' x='535.27' y='228.00' width='51.58' height='17.25' data-tip='SBE Validity: 0.655 (mean over budgets) Events per variable: 0.108 Dataset: mic' aria-label='SBE Validity: 0.655 (mean over budgets) Events per variable: 0.108 Dataset: mic'/><rect class='sa-hit' x='524.45' y='228.00' width='10.82' height='17.25' data-tip='SBE Validity: 0.743 (mean over budgets) Events per variable: 0.114 Dataset: soybean_large' aria-label='SBE Validity: 0.743 (mean over budgets) Events per variable: 0.114 Dataset: soybean_large'/><rect class='sa-hit' x='513.73' y='228.00' width='10.72' height='17.25' data-tip='SBE Validity: 0.668 (mean over budgets) Events per variable: 0.211 Dataset: anneal' aria-label='SBE Validity: 0.668 (mean over budgets) Events per variable: 0.211 Dataset: anneal'/><rect class='sa-hit' x='510.02' y='228.00' width='3.72' height='17.25' data-tip='SBE Validity: 0.770 (mean over budgets) Events per variable: 0.221 Dataset: ancestry_study' aria-label='SBE Validity: 0.770 (mean over budgets) Events per variable: 0.221 Dataset: ancestry_study'/><rect class='sa-hit' x='494.13' y='228.00' width='15.88' height='17.25' data-tip='SBE Validity: 0.744 (mean over budgets) Events per variable: 0.265 Dataset: audiology_diagnosis' aria-label='SBE Validity: 0.744 (mean over budgets) Events per variable: 0.265 Dataset: audiology_diagnosis'/><rect class='sa-hit' x='457.68' y='228.00' width='36.45' height='17.25' data-tip='SBE Validity: 0.738 (mean over budgets) Events per variable: 0.588 Dataset: ljubljana_primary_tumor' aria-label='SBE Validity: 0.738 (mean over budgets) Events per variable: 0.588 Dataset: ljubljana_primary_tumor'/><rect class='sa-hit' x='399.84' y='228.00' width='57.84' height='17.25' data-tip='SBE Validity: 0.709 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival' aria-label='SBE Validity: 0.709 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival'/><rect class='sa-hit' x='364.49' y='228.00' width='35.35' height='17.25' data-tip='SBE Validity: 0.532 (mean over budgets) Events per variable: 20.7 Dataset: otto_group_product_classification_challenge' aria-label='SBE Validity: 0.532 (mean over budgets) Events per variable: 20.7 Dataset: otto_group_product_classification_challenge'/><rect class='sa-hit' x='292.73' y='228.00' width='71.76' height='17.25' data-tip='SBE Validity: 0.664 (mean over budgets) Events per variable: 22.1 Dataset: predict_students_dropout_and_academic_success' aria-label='SBE Validity: 0.664 (mean over budgets) Events per variable: 22.1 Dataset: predict_students_dropout_and_academic_success'/><rect class='sa-hit' x='151.20' y='228.00' width='141.53' height='17.25' data-tip='SBE Validity: 0.888 (mean over budgets) Events per variable: 1.72e+03 Dataset: sdss_17' aria-label='SBE Validity: 0.888 (mean over budgets) Events per variable: 1.72e+03 Dataset: sdss_17'/><rect class='sa-hit' x='658.02' y='245.25' width='40.98' height='17.25' data-tip='Random Validity: 0.688 (mean over budgets) Events per variable: 0.00135 Dataset: lung_cancer' aria-label='Random Validity: 0.688 (mean over budgets) Events per variable: 0.00135 Dataset: lung_cancer'/><rect class='sa-hit' x='586.85' y='245.25' width='71.17' height='17.25' data-tip='Random Validity: 0.572 (mean over budgets) Events per variable: 0.00477 Dataset: srbct_prediction' aria-label='Random Validity: 0.572 (mean over budgets) Events per variable: 0.00477 Dataset: srbct_prediction'/><rect class='sa-hit' x='535.27' y='245.25' width='51.58' height='17.25' data-tip='Random Validity: 0.591 (mean over budgets) Events per variable: 0.108 Dataset: mic' aria-label='Random Validity: 0.591 (mean over budgets) Events per variable: 0.108 Dataset: mic'/><rect class='sa-hit' x='524.45' y='245.25' width='10.82' height='17.25' data-tip='Random Validity: 0.644 (mean over budgets) Events per variable: 0.114 Dataset: soybean_large' aria-label='Random Validity: 0.644 (mean over budgets) Events per variable: 0.114 Dataset: soybean_large'/><rect class='sa-hit' x='513.73' y='245.25' width='10.72' height='17.25' data-tip='Random Validity: 0.674 (mean over budgets) Events per variable: 0.211 Dataset: anneal' aria-label='Random Validity: 0.674 (mean over budgets) Events per variable: 0.211 Dataset: anneal'/><rect class='sa-hit' x='510.02' y='245.25' width='3.72' height='17.25' data-tip='Random Validity: 0.701 (mean over budgets) Events per variable: 0.221 Dataset: ancestry_study' aria-label='Random Validity: 0.701 (mean over budgets) Events per variable: 0.221 Dataset: ancestry_study'/><rect class='sa-hit' x='494.13' y='245.25' width='15.88' height='17.25' data-tip='Random Validity: 0.717 (mean over budgets) Events per variable: 0.265 Dataset: audiology_diagnosis' aria-label='Random Validity: 0.717 (mean over budgets) Events per variable: 0.265 Dataset: audiology_diagnosis'/><rect class='sa-hit' x='457.68' y='245.25' width='36.45' height='17.25' data-tip='Random Validity: 0.604 (mean over budgets) Events per variable: 0.588 Dataset: ljubljana_primary_tumor' aria-label='Random Validity: 0.604 (mean over budgets) Events per variable: 0.588 Dataset: ljubljana_primary_tumor'/><rect class='sa-hit' x='399.84' y='245.25' width='57.84' height='17.25' data-tip='Random Validity: 0.675 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival' aria-label='Random Validity: 0.675 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival'/><rect class='sa-hit' x='364.49' y='245.25' width='35.35' height='17.25' data-tip='Random Validity: 0.605 (mean over budgets) Events per variable: 20.7 Dataset: otto_group_product_classification_challenge' aria-label='Random Validity: 0.605 (mean over budgets) Events per variable: 20.7 Dataset: otto_group_product_classification_challenge'/><rect class='sa-hit' x='292.73' y='245.25' width='71.76' height='17.25' data-tip='Random Validity: 0.651 (mean over budgets) Events per variable: 22.1 Dataset: predict_students_dropout_and_academic_success' aria-label='Random Validity: 0.651 (mean over budgets) Events per variable: 22.1 Dataset: predict_students_dropout_and_academic_success'/><rect class='sa-hit' x='151.20' y='245.25' width='141.53' height='17.25' data-tip='Random Validity: 0.745 (mean over budgets) Events per variable: 1.72e+03 Dataset: sdss_17' aria-label='Random Validity: 0.745 (mean over budgets) Events per variable: 1.72e+03 Dataset: sdss_17'/><rect class='sa-hit' x='658.02' y='262.50' width='40.98' height='17.25' data-tip='MarkovBlanket Validity: 0.721 (mean over budgets) Events per variable: 0.00135 Dataset: lung_cancer' aria-label='MarkovBlanket Validity: 0.721 (mean over budgets) Events per variable: 0.00135 Dataset: lung_cancer'/><rect class='sa-hit' x='586.85' y='262.50' width='71.17' height='17.25' data-tip='MarkovBlanket Validity: 0.634 (mean over budgets) Events per variable: 0.00477 Dataset: srbct_prediction' aria-label='MarkovBlanket Validity: 0.634 (mean over budgets) Events per variable: 0.00477 Dataset: srbct_prediction'/><rect class='sa-hit' x='535.27' y='262.50' width='51.58' height='17.25' data-tip='MarkovBlanket Validity: 0.399 (mean over budgets) Events per variable: 0.108 Dataset: mic' aria-label='MarkovBlanket Validity: 0.399 (mean over budgets) Events per variable: 0.108 Dataset: mic'/><rect class='sa-hit' x='524.45' y='262.50' width='10.82' height='17.25' data-tip='MarkovBlanket Validity: 0.814 (mean over budgets) Events per variable: 0.114 Dataset: soybean_large' aria-label='MarkovBlanket Validity: 0.814 (mean over budgets) Events per variable: 0.114 Dataset: soybean_large'/><rect class='sa-hit' x='513.73' y='262.50' width='10.72' height='17.25' data-tip='MarkovBlanket Validity: 0.643 (mean over budgets) Events per variable: 0.211 Dataset: anneal' aria-label='MarkovBlanket Validity: 0.643 (mean over budgets) Events per variable: 0.211 Dataset: anneal'/><rect class='sa-hit' x='510.02' y='262.50' width='3.72' height='17.25' data-tip='MarkovBlanket Validity: 0.671 (mean over budgets) Events per variable: 0.221 Dataset: ancestry_study' aria-label='MarkovBlanket Validity: 0.671 (mean over budgets) Events per variable: 0.221 Dataset: ancestry_study'/><rect class='sa-hit' x='494.13' y='262.50' width='15.88' height='17.25' data-tip='MarkovBlanket Validity: 0.834 (mean over budgets) Events per variable: 0.265 Dataset: audiology_diagnosis' aria-label='MarkovBlanket Validity: 0.834 (mean over budgets) Events per variable: 0.265 Dataset: audiology_diagnosis'/><rect class='sa-hit' x='457.68' y='262.50' width='36.45' height='17.25' data-tip='MarkovBlanket Validity: 0.913 (mean over budgets) Events per variable: 0.588 Dataset: ljubljana_primary_tumor' aria-label='MarkovBlanket Validity: 0.913 (mean over budgets) Events per variable: 0.588 Dataset: ljubljana_primary_tumor'/><rect class='sa-hit' x='399.84' y='262.50' width='57.84' height='17.25' data-tip='MarkovBlanket Validity: 0.568 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival' aria-label='MarkovBlanket Validity: 0.568 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival'/><rect class='sa-hit' x='364.49' y='262.50' width='35.35' height='17.25' data-tip='MarkovBlanket Validity: 0.211 (mean over budgets) Events per variable: 20.7 Dataset: otto_group_product_classification_challenge' aria-label='MarkovBlanket Validity: 0.211 (mean over budgets) Events per variable: 20.7 Dataset: otto_group_product_classification_challenge'/><rect class='sa-hit' x='292.73' y='262.50' width='71.76' height='17.25' data-tip='MarkovBlanket Validity: 0.523 (mean over budgets) Events per variable: 22.1 Dataset: predict_students_dropout_and_academic_success' aria-label='MarkovBlanket Validity: 0.523 (mean over budgets) Events per variable: 22.1 Dataset: predict_students_dropout_and_academic_success'/><rect class='sa-hit' x='151.20' y='262.50' width='141.53' height='17.25' data-tip='MarkovBlanket Validity: 0.903 (mean over budgets) Events per variable: 1.72e+03 Dataset: sdss_17' aria-label='MarkovBlanket Validity: 0.903 (mean over budgets) Events per variable: 1.72e+03 Dataset: sdss_17'/></svg><script type='text/plain' id='sa-csv'>method,epv,validity
|
| 36 |
+
(R)ReliefF,0.0013,0.9997
|
| 37 |
+
(R)ReliefF,0.0048,0.9978
|
| 38 |
+
(R)ReliefF,0.1081,0.9227
|
| 39 |
+
(R)ReliefF,0.1143,0.9534
|
| 40 |
+
(R)ReliefF,0.2105,0.9182
|
| 41 |
+
(R)ReliefF,0.2212,0.9096
|
| 42 |
+
(R)ReliefF,0.2647,0.9053
|
| 43 |
+
(R)ReliefF,0.5882,0.9501
|
| 44 |
+
(R)ReliefF,2.5,0.8127
|
| 45 |
+
(R)ReliefF,20.7419,0.9249
|
| 46 |
+
(R)ReliefF,22.0556,0.9104
|
| 47 |
+
(R)ReliefF,1723.7273,0.9247
|
| 48 |
+
CART,0.0013,0.7016
|
| 49 |
+
CART,0.0048,0.7341
|
| 50 |
+
CART,0.1081,0.662
|
| 51 |
+
CART,0.1143,0.8844
|
| 52 |
+
CART,0.2105,0.7524
|
| 53 |
+
CART,0.2212,0.9001
|
| 54 |
+
CART,0.2647,0.8788
|
| 55 |
+
CART,0.5882,0.7414
|
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|
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| 60 |
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| 70 |
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| 71 |
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| 194 |
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| 195 |
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| 196 |
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| 197 |
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| 198 |
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| 199 |
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| 202 |
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| 204 |
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| 205 |
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| 206 |
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| 207 |
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mRMR,0.1143,0.9431
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| 208 |
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| 209 |
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| 210 |
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| 211 |
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| 212 |
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| 213 |
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mRMR,20.7419,1.0
|
| 214 |
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mRMR,22.0556,0.7485
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| 215 |
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mRMR,1723.7273,0.571
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|
data/lasagna/validity/noise_0.5/tasks_multiclass/plain.html
ADDED
|
@@ -0,0 +1,326 @@
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| 1 |
+
<!doctype html>
|
| 2 |
+
<html lang='en'><head><meta charset='utf-8'><meta name='viewport' content='width=device-width,initial-scale=1'><title>SelectArena: validity (noise 0.5, multiclass tasks)</title><style>
|
| 3 |
+
:root { --fg:#1f2328; --muted:#59636e; --bg:#ffffff; --line:#d1d9e0; --soft:#f6f8fa; --accent:#0072B2; }
|
| 4 |
+
@media (prefers-color-scheme: dark) {
|
| 5 |
+
:root:not([data-theme="light"]) { --fg:#e6edf3; --muted:#9198a1; --bg:#0d1117; --line:#3d444d; --soft:#151b23; --accent:#4aa3df; }
|
| 6 |
+
}
|
| 7 |
+
:root[data-theme="dark"] { --fg:#e6edf3; --muted:#9198a1; --bg:#0d1117; --line:#3d444d; --soft:#151b23; --accent:#4aa3df; }
|
| 8 |
+
html, body { margin:0; padding:0; background:var(--bg); color:var(--fg);
|
| 9 |
+
font:14px/1.45 system-ui,-apple-system,"Segoe UI",Roboto,sans-serif; }
|
| 10 |
+
.toolbar { display:flex; gap:6px; justify-content:flex-end; align-items:center; padding:4px 2px 8px; }
|
| 11 |
+
.toolbar .hint { margin-right:auto; color:var(--muted); font-size:12px; }
|
| 12 |
+
.toolbar button { font:inherit; font-size:12px; color:var(--fg); background:var(--soft);
|
| 13 |
+
border:1px solid var(--line); border-radius:6px; padding:3px 10px; cursor:pointer; }
|
| 14 |
+
.toolbar button:hover { border-color:var(--accent); }
|
| 15 |
+
|
| 16 |
+
#sa-tip { position:fixed; z-index:10; pointer-events:none; display:none; max-width:280px;
|
| 17 |
+
padding:6px 9px; border-radius:6px; border:1px solid var(--line); background:var(--bg); color:var(--fg);
|
| 18 |
+
font-size:12px; line-height:1.45; white-space:pre-line; box-shadow:0 2px 8px rgba(0,0,0,0.15); }
|
| 19 |
+
#sa-tip b { font-weight:600; }
|
| 20 |
+
</style></head><body><div class='toolbar'><span class='hint'>Hover or tap a cell for its value.</span><button onclick="saSvg('selectarena_validity_plain')">SVG</button><button onclick="saPng('selectarena_validity_plain')">PNG</button><button onclick="saCsv('selectarena_validity_plain.csv')">CSV</button></div><svg id='sa-figure' viewBox='0 0 864 340' role='img' aria-label='Validity per method and events per variable'><style>
|
| 21 |
+
svg { display:block; width:100%; height:auto; }
|
| 22 |
+
.sa-text { fill:var(--fg); }
|
| 23 |
+
.sa-muted { fill:var(--muted); }
|
| 24 |
+
.sa-grid { stroke:var(--line); }
|
| 25 |
+
.sa-ink { stroke:var(--fg); }
|
| 26 |
+
.sa-hit { fill:transparent; cursor:default; }
|
| 27 |
+
.sa-hit:hover, .sa-hit.sa-on { fill:var(--fg); fill-opacity:0.06; }
|
| 28 |
+
|
| 29 |
+
.sa-dim { fill:var(--muted); }
|
| 30 |
+
.sa-frame-line { stroke:var(--fg); stroke-opacity:0.3; fill:none; }
|
| 31 |
+
.sa-point { stroke:var(--fg); }
|
| 32 |
+
.sa-legend { fill:var(--bg); stroke:var(--line); }
|
| 33 |
+
.sa-heat { image-rendering:pixelated; image-rendering:crisp-edges; }
|
| 34 |
+
.sa-halo { paint-order:stroke; stroke:var(--bg); stroke-width:3px; stroke-opacity:0.7; }
|
| 35 |
+
</style><image class='sa-heat' x='151.20' y='21.00' width='547.80' height='258.75' preserveAspectRatio='none' 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best'/><rect class='sa-hit' x='586.85' y='38.25' width='71.17' height='17.25' data-tip='MI Validity: 0.993 (mean over budgets) Events per variable: 0.00477 Dataset: srbct_prediction At this EPV: within 0.03 of the best' aria-label='MI Validity: 0.993 (mean over budgets) Events per variable: 0.00477 Dataset: srbct_prediction At this EPV: within 0.03 of the best'/><rect class='sa-hit' x='535.27' y='38.25' width='51.58' height='17.25' data-tip='MI Validity: 0.939 (mean over budgets) Events per variable: 0.108 Dataset: mic' aria-label='MI Validity: 0.939 (mean over budgets) Events per variable: 0.108 Dataset: mic'/><rect class='sa-hit' x='524.45' y='38.25' width='10.82' height='17.25' data-tip='MI Validity: 0.943 (mean over budgets) Events per variable: 0.114 Dataset: soybean_large At this EPV: within 0.03 of the best' aria-label='MI Validity: 0.943 (mean over budgets) Events per variable: 0.114 Dataset: soybean_large At this EPV: within 0.03 of the best'/><rect class='sa-hit' x='513.73' 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0.03 of the best'/><rect class='sa-hit' x='151.20' y='72.75' width='141.53' height='17.25' data-tip='(R)ReliefF Validity: 0.925 (mean over budgets) Events per variable: 1.72e+03 Dataset: sdss_17' aria-label='(R)ReliefF Validity: 0.925 (mean over budgets) Events per variable: 1.72e+03 Dataset: sdss_17'/><rect class='sa-hit' x='658.02' y='90.00' width='40.98' height='17.25' data-tip='ElasticNet Validity: 0.906 (mean over budgets) Events per variable: 0.00135 Dataset: lung_cancer' aria-label='ElasticNet Validity: 0.906 (mean over budgets) Events per variable: 0.00135 Dataset: lung_cancer'/><rect class='sa-hit' x='586.85' y='90.00' width='71.17' height='17.25' data-tip='ElasticNet Validity: 0.946 (mean over budgets) Events per variable: 0.00477 Dataset: srbct_prediction' aria-label='ElasticNet Validity: 0.946 (mean over budgets) Events per variable: 0.00477 Dataset: srbct_prediction'/><rect class='sa-hit' x='535.27' y='90.00' width='51.58' height='17.25' data-tip='ElasticNet Validity: 0.986 (mean over budgets) Events per variable: 0.108 Dataset: mic At this EPV: top-3, within 0.03 of the best' aria-label='ElasticNet Validity: 0.986 (mean over budgets) Events per variable: 0.108 Dataset: mic At this EPV: top-3, within 0.03 of the best'/><rect class='sa-hit' x='524.45' y='90.00' width='10.82' height='17.25' data-tip='ElasticNet Validity: 0.936 (mean over budgets) Events per variable: 0.114 Dataset: soybean_large At this EPV: within 0.03 of the best' aria-label='ElasticNet Validity: 0.936 (mean over budgets) Events per variable: 0.114 Dataset: soybean_large At this EPV: within 0.03 of the best'/><rect class='sa-hit' x='513.73' y='90.00' width='10.72' height='17.25' data-tip='ElasticNet Validity: 0.796 (mean over budgets) Events per variable: 0.211 Dataset: anneal' aria-label='ElasticNet Validity: 0.796 (mean over budgets) Events per variable: 0.211 Dataset: anneal'/><rect class='sa-hit' x='510.02' y='90.00' width='3.72' height='17.25' data-tip='ElasticNet Validity: 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Validity: 0.884 (mean over budgets) Events per variable: 0.114 Dataset: soybean_large'/><rect class='sa-hit' x='513.73' y='176.25' width='10.72' height='17.25' data-tip='CART Validity: 0.752 (mean over budgets) Events per variable: 0.211 Dataset: anneal' aria-label='CART Validity: 0.752 (mean over budgets) Events per variable: 0.211 Dataset: anneal'/><rect class='sa-hit' x='510.02' y='176.25' width='3.72' height='17.25' data-tip='CART Validity: 0.900 (mean over budgets) Events per variable: 0.221 Dataset: ancestry_study' aria-label='CART Validity: 0.900 (mean over budgets) Events per variable: 0.221 Dataset: ancestry_study'/><rect class='sa-hit' x='494.13' y='176.25' width='15.88' height='17.25' data-tip='CART Validity: 0.879 (mean over budgets) Events per variable: 0.265 Dataset: audiology_diagnosis' aria-label='CART Validity: 0.879 (mean over budgets) Events per variable: 0.265 Dataset: audiology_diagnosis'/><rect class='sa-hit' x='457.68' y='176.25' width='36.45' height='17.25' data-tip='CART Validity: 0.741 (mean over budgets) Events per variable: 0.588 Dataset: ljubljana_primary_tumor' aria-label='CART Validity: 0.741 (mean over budgets) Events per variable: 0.588 Dataset: ljubljana_primary_tumor'/><rect class='sa-hit' x='399.84' y='176.25' width='57.84' height='17.25' data-tip='CART Validity: 0.679 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival' aria-label='CART Validity: 0.679 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival'/><rect class='sa-hit' x='364.49' y='176.25' width='35.35' height='17.25' data-tip='CART Validity: 0.893 (mean over budgets) Events per variable: 20.7 Dataset: otto_group_product_classification_challenge' aria-label='CART Validity: 0.893 (mean over budgets) Events per variable: 20.7 Dataset: otto_group_product_classification_challenge'/><rect class='sa-hit' x='292.73' y='176.25' width='71.76' height='17.25' data-tip='CART Validity: 0.625 (mean over budgets) Events per variable: 22.1 Dataset: predict_students_dropout_and_academic_success' aria-label='CART Validity: 0.625 (mean over budgets) Events per variable: 22.1 Dataset: predict_students_dropout_and_academic_success'/><rect class='sa-hit' x='151.20' y='176.25' width='141.53' height='17.25' data-tip='CART Validity: 0.906 (mean over budgets) Events per variable: 1.72e+03 Dataset: sdss_17' aria-label='CART Validity: 0.906 (mean over budgets) Events per variable: 1.72e+03 Dataset: sdss_17'/><rect class='sa-hit' x='658.02' y='193.50' width='40.98' height='17.25' data-tip='SFS Validity: 0.715 (mean over budgets) Events per variable: 0.00135 Dataset: lung_cancer' aria-label='SFS Validity: 0.715 (mean over budgets) Events per variable: 0.00135 Dataset: lung_cancer'/><rect class='sa-hit' x='586.85' y='193.50' width='71.17' height='17.25' data-tip='SFS Validity: 0.713 (mean over budgets) Events per variable: 0.00477 Dataset: srbct_prediction' aria-label='SFS Validity: 0.713 (mean over budgets) Events per variable: 0.00477 Dataset: srbct_prediction'/><rect class='sa-hit' x='535.27' y='193.50' width='51.58' height='17.25' data-tip='SFS Validity: 0.815 (mean over budgets) Events per variable: 0.108 Dataset: mic' aria-label='SFS Validity: 0.815 (mean over budgets) Events per variable: 0.108 Dataset: mic'/><rect class='sa-hit' x='524.45' y='193.50' width='10.82' height='17.25' data-tip='SFS Validity: 0.862 (mean over budgets) Events per variable: 0.114 Dataset: soybean_large' aria-label='SFS Validity: 0.862 (mean over budgets) Events per variable: 0.114 Dataset: soybean_large'/><rect class='sa-hit' x='513.73' y='193.50' width='10.72' height='17.25' data-tip='SFS Validity: 0.863 (mean over budgets) Events per variable: 0.211 Dataset: anneal' aria-label='SFS Validity: 0.863 (mean over budgets) Events per variable: 0.211 Dataset: anneal'/><rect class='sa-hit' x='510.02' y='193.50' width='3.72' height='17.25' data-tip='SFS Validity: 0.494 (mean over budgets) Events per variable: 0.221 Dataset: ancestry_study' aria-label='SFS Validity: 0.494 (mean over budgets) Events per variable: 0.221 Dataset: ancestry_study'/><rect class='sa-hit' x='494.13' y='193.50' width='15.88' height='17.25' data-tip='SFS Validity: 0.793 (mean over budgets) Events per variable: 0.265 Dataset: audiology_diagnosis' aria-label='SFS Validity: 0.793 (mean over budgets) Events per variable: 0.265 Dataset: audiology_diagnosis'/><rect class='sa-hit' x='457.68' y='193.50' width='36.45' height='17.25' data-tip='SFS Validity: 0.765 (mean over budgets) Events per variable: 0.588 Dataset: ljubljana_primary_tumor' aria-label='SFS Validity: 0.765 (mean over budgets) Events per variable: 0.588 Dataset: ljubljana_primary_tumor'/><rect class='sa-hit' x='399.84' y='193.50' width='57.84' height='17.25' data-tip='SFS Validity: 0.827 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival' aria-label='SFS Validity: 0.827 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival'/><rect class='sa-hit' x='364.49' y='193.50' width='35.35' height='17.25' data-tip='SFS Validity: 0.685 (mean over budgets) Events per variable: 20.7 Dataset: otto_group_product_classification_challenge' aria-label='SFS Validity: 0.685 (mean over budgets) Events per variable: 20.7 Dataset: otto_group_product_classification_challenge'/><rect class='sa-hit' x='292.73' y='193.50' width='71.76' height='17.25' data-tip='SFS Validity: 0.730 (mean over budgets) Events per variable: 22.1 Dataset: predict_students_dropout_and_academic_success' aria-label='SFS Validity: 0.730 (mean over budgets) Events per variable: 22.1 Dataset: predict_students_dropout_and_academic_success'/><rect class='sa-hit' x='151.20' y='193.50' width='141.53' height='17.25' data-tip='SFS Validity: 0.906 (mean over budgets) Events per variable: 1.72e+03 Dataset: sdss_17' aria-label='SFS Validity: 0.906 (mean over budgets) Events per variable: 1.72e+03 Dataset: sdss_17'/><rect class='sa-hit' x='658.02' y='210.75' width='40.98' height='17.25' data-tip='LOCO Validity: 0.683 (mean over budgets) Events per variable: 0.00135 Dataset: lung_cancer' aria-label='LOCO Validity: 0.683 (mean over budgets) Events per variable: 0.00135 Dataset: lung_cancer'/><rect class='sa-hit' x='586.85' y='210.75' width='71.17' height='17.25' data-tip='LOCO Validity: 0.734 (mean over budgets) Events per variable: 0.00477 Dataset: srbct_prediction' aria-label='LOCO Validity: 0.734 (mean over budgets) Events per variable: 0.00477 Dataset: srbct_prediction'/><rect class='sa-hit' x='535.27' y='210.75' width='51.58' height='17.25' data-tip='LOCO Validity: 0.847 (mean over budgets) Events per variable: 0.108 Dataset: mic' aria-label='LOCO Validity: 0.847 (mean over budgets) Events per variable: 0.108 Dataset: mic'/><rect class='sa-hit' x='524.45' y='210.75' width='10.82' height='17.25' data-tip='LOCO Validity: 0.694 (mean over budgets) Events per variable: 0.114 Dataset: soybean_large' aria-label='LOCO Validity: 0.694 (mean over budgets) Events per variable: 0.114 Dataset: soybean_large'/><rect class='sa-hit' x='513.73' y='210.75' width='10.72' height='17.25' data-tip='LOCO Validity: 0.734 (mean over budgets) Events per variable: 0.211 Dataset: anneal' aria-label='LOCO Validity: 0.734 (mean over budgets) Events per variable: 0.211 Dataset: anneal'/><rect class='sa-hit' x='510.02' y='210.75' width='3.72' height='17.25' data-tip='LOCO Validity: 0.833 (mean over budgets) Events per variable: 0.221 Dataset: ancestry_study' aria-label='LOCO Validity: 0.833 (mean over budgets) Events per variable: 0.221 Dataset: ancestry_study'/><rect class='sa-hit' x='494.13' y='210.75' width='15.88' height='17.25' data-tip='LOCO Validity: 0.570 (mean over budgets) Events per variable: 0.265 Dataset: audiology_diagnosis' aria-label='LOCO Validity: 0.570 (mean over budgets) Events per variable: 0.265 Dataset: audiology_diagnosis'/><rect class='sa-hit' x='457.68' y='210.75' width='36.45' height='17.25' data-tip='LOCO Validity: 0.682 (mean over budgets) Events per variable: 0.588 Dataset: ljubljana_primary_tumor' aria-label='LOCO Validity: 0.682 (mean over budgets) Events per variable: 0.588 Dataset: ljubljana_primary_tumor'/><rect class='sa-hit' x='399.84' y='210.75' width='57.84' height='17.25' data-tip='LOCO Validity: 0.659 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival' aria-label='LOCO Validity: 0.659 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival'/><rect class='sa-hit' x='364.49' y='210.75' width='35.35' height='17.25' data-tip='LOCO Validity: 0.908 (mean over budgets) Events per variable: 20.7 Dataset: otto_group_product_classification_challenge' aria-label='LOCO Validity: 0.908 (mean over budgets) Events per variable: 20.7 Dataset: otto_group_product_classification_challenge'/><rect class='sa-hit' x='292.73' y='210.75' width='71.76' height='17.25' data-tip='LOCO Validity: 0.683 (mean over budgets) Events per variable: 22.1 Dataset: predict_students_dropout_and_academic_success' aria-label='LOCO Validity: 0.683 (mean over budgets) Events per variable: 22.1 Dataset: predict_students_dropout_and_academic_success'/><rect class='sa-hit' x='151.20' y='210.75' width='141.53' height='17.25' data-tip='LOCO Validity: 0.925 (mean over budgets) Events per variable: 1.72e+03 Dataset: sdss_17' aria-label='LOCO Validity: 0.925 (mean over budgets) Events per variable: 1.72e+03 Dataset: sdss_17'/><rect class='sa-hit' x='658.02' y='228.00' width='40.98' height='17.25' data-tip='SBE Validity: 0.702 (mean over budgets) Events per variable: 0.00135 Dataset: lung_cancer' aria-label='SBE Validity: 0.702 (mean over budgets) Events per variable: 0.00135 Dataset: lung_cancer'/><rect class='sa-hit' x='586.85' y='228.00' width='71.17' height='17.25' data-tip='SBE Validity: 0.614 (mean over budgets) Events per variable: 0.00477 Dataset: srbct_prediction' aria-label='SBE Validity: 0.614 (mean over budgets) Events per variable: 0.00477 Dataset: srbct_prediction'/><rect class='sa-hit' x='535.27' y='228.00' width='51.58' height='17.25' data-tip='SBE Validity: 0.655 (mean over budgets) Events per variable: 0.108 Dataset: mic' aria-label='SBE Validity: 0.655 (mean over budgets) Events per variable: 0.108 Dataset: mic'/><rect class='sa-hit' x='524.45' y='228.00' width='10.82' height='17.25' data-tip='SBE Validity: 0.743 (mean over budgets) Events per variable: 0.114 Dataset: soybean_large' aria-label='SBE Validity: 0.743 (mean over budgets) Events per variable: 0.114 Dataset: soybean_large'/><rect class='sa-hit' x='513.73' y='228.00' width='10.72' height='17.25' data-tip='SBE Validity: 0.668 (mean over budgets) Events per variable: 0.211 Dataset: anneal' aria-label='SBE Validity: 0.668 (mean over budgets) Events per variable: 0.211 Dataset: anneal'/><rect class='sa-hit' x='510.02' y='228.00' width='3.72' height='17.25' data-tip='SBE Validity: 0.770 (mean over budgets) Events per variable: 0.221 Dataset: ancestry_study' aria-label='SBE Validity: 0.770 (mean over budgets) Events per variable: 0.221 Dataset: ancestry_study'/><rect class='sa-hit' x='494.13' y='228.00' width='15.88' height='17.25' data-tip='SBE Validity: 0.744 (mean over budgets) Events per variable: 0.265 Dataset: audiology_diagnosis' aria-label='SBE Validity: 0.744 (mean over budgets) Events per variable: 0.265 Dataset: audiology_diagnosis'/><rect class='sa-hit' x='457.68' y='228.00' width='36.45' height='17.25' data-tip='SBE Validity: 0.738 (mean over budgets) Events per variable: 0.588 Dataset: ljubljana_primary_tumor' aria-label='SBE Validity: 0.738 (mean over budgets) Events per variable: 0.588 Dataset: ljubljana_primary_tumor'/><rect class='sa-hit' x='399.84' y='228.00' width='57.84' height='17.25' data-tip='SBE Validity: 0.709 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival' aria-label='SBE Validity: 0.709 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival'/><rect class='sa-hit' x='364.49' y='228.00' width='35.35' height='17.25' data-tip='SBE Validity: 0.532 (mean over budgets) Events per variable: 20.7 Dataset: otto_group_product_classification_challenge' aria-label='SBE Validity: 0.532 (mean over budgets) Events per variable: 20.7 Dataset: otto_group_product_classification_challenge'/><rect class='sa-hit' x='292.73' y='228.00' width='71.76' height='17.25' data-tip='SBE Validity: 0.664 (mean over budgets) Events per variable: 22.1 Dataset: predict_students_dropout_and_academic_success' aria-label='SBE Validity: 0.664 (mean over budgets) Events per variable: 22.1 Dataset: predict_students_dropout_and_academic_success'/><rect class='sa-hit' x='151.20' y='228.00' width='141.53' height='17.25' data-tip='SBE Validity: 0.888 (mean over budgets) Events per variable: 1.72e+03 Dataset: sdss_17' aria-label='SBE Validity: 0.888 (mean over budgets) Events per variable: 1.72e+03 Dataset: sdss_17'/><rect class='sa-hit' x='658.02' y='245.25' width='40.98' height='17.25' data-tip='Random Validity: 0.688 (mean over budgets) Events per variable: 0.00135 Dataset: lung_cancer' aria-label='Random Validity: 0.688 (mean over budgets) Events per variable: 0.00135 Dataset: lung_cancer'/><rect class='sa-hit' x='586.85' y='245.25' width='71.17' height='17.25' data-tip='Random Validity: 0.572 (mean over budgets) Events per variable: 0.00477 Dataset: srbct_prediction' aria-label='Random Validity: 0.572 (mean over budgets) Events per variable: 0.00477 Dataset: srbct_prediction'/><rect class='sa-hit' x='535.27' y='245.25' width='51.58' height='17.25' data-tip='Random Validity: 0.591 (mean over budgets) Events per variable: 0.108 Dataset: mic' aria-label='Random Validity: 0.591 (mean over budgets) Events per variable: 0.108 Dataset: mic'/><rect class='sa-hit' x='524.45' y='245.25' width='10.82' height='17.25' data-tip='Random Validity: 0.644 (mean over budgets) Events per variable: 0.114 Dataset: soybean_large' aria-label='Random Validity: 0.644 (mean over budgets) Events per variable: 0.114 Dataset: soybean_large'/><rect class='sa-hit' x='513.73' y='245.25' width='10.72' height='17.25' data-tip='Random Validity: 0.674 (mean over budgets) Events per variable: 0.211 Dataset: anneal' aria-label='Random Validity: 0.674 (mean over budgets) Events per variable: 0.211 Dataset: anneal'/><rect class='sa-hit' x='510.02' y='245.25' width='3.72' height='17.25' data-tip='Random Validity: 0.701 (mean over budgets) Events per variable: 0.221 Dataset: ancestry_study' aria-label='Random Validity: 0.701 (mean over budgets) Events per variable: 0.221 Dataset: ancestry_study'/><rect class='sa-hit' x='494.13' y='245.25' width='15.88' height='17.25' data-tip='Random Validity: 0.717 (mean over budgets) Events per variable: 0.265 Dataset: audiology_diagnosis' aria-label='Random Validity: 0.717 (mean over budgets) Events per variable: 0.265 Dataset: audiology_diagnosis'/><rect class='sa-hit' x='457.68' y='245.25' width='36.45' height='17.25' data-tip='Random Validity: 0.604 (mean over budgets) Events per variable: 0.588 Dataset: ljubljana_primary_tumor' aria-label='Random Validity: 0.604 (mean over budgets) Events per variable: 0.588 Dataset: ljubljana_primary_tumor'/><rect class='sa-hit' x='399.84' y='245.25' width='57.84' height='17.25' data-tip='Random Validity: 0.675 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival' aria-label='Random Validity: 0.675 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival'/><rect class='sa-hit' x='364.49' y='245.25' width='35.35' height='17.25' data-tip='Random Validity: 0.605 (mean over budgets) Events per variable: 20.7 Dataset: otto_group_product_classification_challenge' aria-label='Random Validity: 0.605 (mean over budgets) Events per variable: 20.7 Dataset: otto_group_product_classification_challenge'/><rect class='sa-hit' x='292.73' y='245.25' width='71.76' height='17.25' data-tip='Random Validity: 0.651 (mean over budgets) Events per variable: 22.1 Dataset: predict_students_dropout_and_academic_success' aria-label='Random Validity: 0.651 (mean over budgets) Events per variable: 22.1 Dataset: predict_students_dropout_and_academic_success'/><rect class='sa-hit' x='151.20' y='245.25' width='141.53' height='17.25' data-tip='Random Validity: 0.745 (mean over budgets) Events per variable: 1.72e+03 Dataset: sdss_17' aria-label='Random Validity: 0.745 (mean over budgets) Events per variable: 1.72e+03 Dataset: sdss_17'/><rect class='sa-hit' x='658.02' y='262.50' width='40.98' height='17.25' data-tip='MarkovBlanket Validity: 0.721 (mean over budgets) Events per variable: 0.00135 Dataset: lung_cancer' aria-label='MarkovBlanket Validity: 0.721 (mean over budgets) Events per variable: 0.00135 Dataset: lung_cancer'/><rect class='sa-hit' x='586.85' y='262.50' width='71.17' height='17.25' data-tip='MarkovBlanket Validity: 0.634 (mean over budgets) Events per variable: 0.00477 Dataset: srbct_prediction' aria-label='MarkovBlanket Validity: 0.634 (mean over budgets) Events per variable: 0.00477 Dataset: srbct_prediction'/><rect class='sa-hit' x='535.27' y='262.50' width='51.58' height='17.25' data-tip='MarkovBlanket Validity: 0.399 (mean over budgets) Events per variable: 0.108 Dataset: mic' aria-label='MarkovBlanket Validity: 0.399 (mean over budgets) Events per variable: 0.108 Dataset: mic'/><rect class='sa-hit' x='524.45' y='262.50' width='10.82' height='17.25' data-tip='MarkovBlanket Validity: 0.814 (mean over budgets) Events per variable: 0.114 Dataset: soybean_large' aria-label='MarkovBlanket Validity: 0.814 (mean over budgets) Events per variable: 0.114 Dataset: soybean_large'/><rect class='sa-hit' x='513.73' y='262.50' width='10.72' height='17.25' data-tip='MarkovBlanket Validity: 0.643 (mean over budgets) Events per variable: 0.211 Dataset: anneal' aria-label='MarkovBlanket Validity: 0.643 (mean over budgets) Events per variable: 0.211 Dataset: anneal'/><rect class='sa-hit' x='510.02' y='262.50' width='3.72' height='17.25' data-tip='MarkovBlanket Validity: 0.671 (mean over budgets) Events per variable: 0.221 Dataset: ancestry_study' aria-label='MarkovBlanket Validity: 0.671 (mean over budgets) Events per variable: 0.221 Dataset: ancestry_study'/><rect class='sa-hit' x='494.13' y='262.50' width='15.88' height='17.25' data-tip='MarkovBlanket Validity: 0.834 (mean over budgets) Events per variable: 0.265 Dataset: audiology_diagnosis' aria-label='MarkovBlanket Validity: 0.834 (mean over budgets) Events per variable: 0.265 Dataset: audiology_diagnosis'/><rect class='sa-hit' x='457.68' y='262.50' width='36.45' height='17.25' data-tip='MarkovBlanket Validity: 0.913 (mean over budgets) Events per variable: 0.588 Dataset: ljubljana_primary_tumor' aria-label='MarkovBlanket Validity: 0.913 (mean over budgets) Events per variable: 0.588 Dataset: ljubljana_primary_tumor'/><rect class='sa-hit' x='399.84' y='262.50' width='57.84' height='17.25' data-tip='MarkovBlanket Validity: 0.568 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival' aria-label='MarkovBlanket Validity: 0.568 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival'/><rect class='sa-hit' x='364.49' y='262.50' width='35.35' height='17.25' data-tip='MarkovBlanket Validity: 0.211 (mean over budgets) Events per variable: 20.7 Dataset: otto_group_product_classification_challenge' aria-label='MarkovBlanket Validity: 0.211 (mean over budgets) Events per variable: 20.7 Dataset: otto_group_product_classification_challenge'/><rect class='sa-hit' x='292.73' y='262.50' width='71.76' height='17.25' data-tip='MarkovBlanket Validity: 0.523 (mean over budgets) Events per variable: 22.1 Dataset: predict_students_dropout_and_academic_success' aria-label='MarkovBlanket Validity: 0.523 (mean over budgets) Events per variable: 22.1 Dataset: predict_students_dropout_and_academic_success'/><rect class='sa-hit' x='151.20' y='262.50' width='141.53' height='17.25' data-tip='MarkovBlanket Validity: 0.903 (mean over budgets) Events per variable: 1.72e+03 Dataset: sdss_17' aria-label='MarkovBlanket Validity: 0.903 (mean over budgets) Events per variable: 1.72e+03 Dataset: sdss_17'/></svg><script type='text/plain' id='sa-csv'>method,epv,validity
|
| 36 |
+
(R)ReliefF,0.0013,0.9997
|
| 37 |
+
(R)ReliefF,0.0048,0.9978
|
| 38 |
+
(R)ReliefF,0.1081,0.9227
|
| 39 |
+
(R)ReliefF,0.1143,0.9534
|
| 40 |
+
(R)ReliefF,0.2105,0.9182
|
| 41 |
+
(R)ReliefF,0.2212,0.9096
|
| 42 |
+
(R)ReliefF,0.2647,0.9053
|
| 43 |
+
(R)ReliefF,0.5882,0.9501
|
| 44 |
+
(R)ReliefF,2.5,0.8127
|
| 45 |
+
(R)ReliefF,20.7419,0.9249
|
| 46 |
+
(R)ReliefF,22.0556,0.9104
|
| 47 |
+
(R)ReliefF,1723.7273,0.9247
|
| 48 |
+
CART,0.0013,0.7016
|
| 49 |
+
CART,0.0048,0.7341
|
| 50 |
+
CART,0.1081,0.662
|
| 51 |
+
CART,0.1143,0.8844
|
| 52 |
+
CART,0.2105,0.7524
|
| 53 |
+
CART,0.2212,0.9001
|
| 54 |
+
CART,0.2647,0.8788
|
| 55 |
+
CART,0.5882,0.7414
|
| 56 |
+
CART,2.5,0.6793
|
| 57 |
+
CART,20.7419,0.8926
|
| 58 |
+
CART,22.0556,0.6248
|
| 59 |
+
CART,1723.7273,0.9065
|
| 60 |
+
ElasticNet,0.0013,0.9062
|
| 61 |
+
ElasticNet,0.0048,0.9462
|
| 62 |
+
ElasticNet,0.1081,0.9859
|
| 63 |
+
ElasticNet,0.1143,0.9362
|
| 64 |
+
ElasticNet,0.2105,0.7961
|
| 65 |
+
ElasticNet,0.2212,0.9637
|
| 66 |
+
ElasticNet,0.2647,0.8508
|
| 67 |
+
ElasticNet,0.5882,0.9017
|
| 68 |
+
ElasticNet,2.5,0.846
|
| 69 |
+
ElasticNet,20.7419,1.0
|
| 70 |
+
ElasticNet,22.0556,0.8959
|
| 71 |
+
ElasticNet,1723.7273,0.9571
|
| 72 |
+
F-Test,0.0013,1.0
|
| 73 |
+
F-Test,0.0048,0.9973
|
| 74 |
+
F-Test,0.1081,0.9775
|
| 75 |
+
F-Test,0.1143,0.9534
|
| 76 |
+
F-Test,0.2105,0.8871
|
| 77 |
+
F-Test,0.2212,0.9824
|
| 78 |
+
F-Test,0.2647,0.9011
|
| 79 |
+
F-Test,0.5882,0.9406
|
| 80 |
+
F-Test,2.5,0.93
|
| 81 |
+
F-Test,20.7419,1.0
|
| 82 |
+
F-Test,22.0556,0.9289
|
| 83 |
+
F-Test,1723.7273,0.9571
|
| 84 |
+
GainRatio,0.0013,1.0
|
| 85 |
+
GainRatio,0.0048,0.9939
|
| 86 |
+
GainRatio,0.1081,0.8816
|
| 87 |
+
GainRatio,0.1143,0.9477
|
| 88 |
+
GainRatio,0.2105,0.8611
|
| 89 |
+
GainRatio,0.2212,0.8981
|
| 90 |
+
GainRatio,0.2647,0.883
|
| 91 |
+
GainRatio,0.5882,0.9501
|
| 92 |
+
GainRatio,2.5,0.896
|
| 93 |
+
GainRatio,20.7419,1.0
|
| 94 |
+
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data/lasagna/validity/noise_0.5/tasks_regression/binary_thr_003.html
ADDED
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<!doctype html>
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<html lang='en'><head><meta charset='utf-8'><meta name='viewport' content='width=device-width,initial-scale=1'><title>SelectArena: validity (noise 0.5, regression tasks)</title><style>
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:root { --fg:#1f2328; --muted:#59636e; --bg:#ffffff; --line:#d1d9e0; --soft:#f6f8fa; --accent:#0072B2; }
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@media (prefers-color-scheme: dark) {
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:root:not([data-theme="light"]) { --fg:#e6edf3; --muted:#9198a1; --bg:#0d1117; --line:#3d444d; --soft:#151b23; --accent:#4aa3df; }
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}
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:root[data-theme="dark"] { --fg:#e6edf3; --muted:#9198a1; --bg:#0d1117; --line:#3d444d; --soft:#151b23; --accent:#4aa3df; }
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html, body { margin:0; padding:0; background:var(--bg); color:var(--fg);
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font:14px/1.45 system-ui,-apple-system,"Segoe UI",Roboto,sans-serif; }
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.toolbar { display:flex; gap:6px; justify-content:flex-end; align-items:center; padding:4px 2px 8px; }
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.toolbar .hint { margin-right:auto; color:var(--muted); font-size:12px; }
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.toolbar button { font:inherit; font-size:12px; color:var(--fg); background:var(--soft);
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border:1px solid var(--line); border-radius:6px; padding:3px 10px; cursor:pointer; }
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.toolbar button:hover { border-color:var(--accent); }
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#sa-tip { position:fixed; z-index:10; pointer-events:none; display:none; max-width:280px;
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padding:6px 9px; border-radius:6px; border:1px solid var(--line); background:var(--bg); color:var(--fg);
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font-size:12px; line-height:1.45; white-space:pre-line; box-shadow:0 2px 8px rgba(0,0,0,0.15); }
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#sa-tip b { font-weight:600; }
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</style></head><body><div class='toolbar'><span class='hint'>Hover or tap a cell for its value.</span><button onclick="saSvg('selectarena_validity_binary_thr_003')">SVG</button><button onclick="saPng('selectarena_validity_binary_thr_003')">PNG</button><button onclick="saCsv('selectarena_validity_binary_thr_003.csv')">CSV</button></div><svg id='sa-figure' viewBox='0 0 864 340' role='img' aria-label='Validity per method and events per variable'><style>
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svg { display:block; width:100%; height:auto; }
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.sa-text { fill:var(--fg); }
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.sa-muted { fill:var(--muted); }
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.sa-grid { stroke:var(--line); }
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.sa-ink { stroke:var(--fg); }
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.sa-hit { fill:transparent; cursor:default; }
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.sa-hit:hover, .sa-hit.sa-on { fill:var(--fg); fill-opacity:0.06; }
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.sa-dim { fill:var(--muted); }
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.sa-frame-line { stroke:var(--fg); stroke-opacity:0.3; fill:none; }
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.sa-point { stroke:var(--fg); }
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.sa-legend { fill:var(--bg); stroke:var(--line); }
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y='245.25' width='45.67' height='17.55' fill='#f7fbff' shape-rendering='crispEdges'/><rect x='209.82' y='245.25' width='22.47' height='17.55' fill='#08306b' shape-rendering='crispEdges'/><rect x='189.43' y='245.25' width='20.69' height='17.55' fill='#f7fbff' shape-rendering='crispEdges'/><rect x='151.20' y='245.25' width='38.53' height='17.55' fill='#f7fbff' shape-rendering='crispEdges'/><rect x='618.67' y='262.50' width='35.63' height='17.55' fill='#f7fbff' shape-rendering='crispEdges'/><rect x='566.63' y='262.50' width='52.34' height='17.55' fill='#f7fbff' shape-rendering='crispEdges'/><rect x='498.75' y='262.50' width='68.18' height='17.55' fill='#f7fbff' shape-rendering='crispEdges'/><rect x='389.95' y='262.50' width='109.10' height='17.55' fill='#f7fbff' shape-rendering='crispEdges'/><rect x='308.25' y='262.50' width='82.00' height='17.55' fill='#f7fbff' shape-rendering='crispEdges'/><rect x='277.37' y='262.50' width='31.18' height='17.55' fill='#08306b' shape-rendering='crispEdges'/><rect x='231.99' y='262.50' width='45.67' height='17.55' fill='#f7fbff' shape-rendering='crispEdges'/><rect x='209.82' y='262.50' width='22.47' height='17.55' fill='#f7fbff' shape-rendering='crispEdges'/><rect x='189.43' y='262.50' width='20.69' height='17.55' fill='#f7fbff' shape-rendering='crispEdges'/><rect x='151.20' y='262.50' width='38.53' height='17.55' fill='#f7fbff' shape-rendering='crispEdges'/><rect class='sa-frame-line' x='151.2' y='21.0' width='502.8' height='258.8' stroke-opacity='0.8'/><text class='sa-text' x='142.2' y='29.6' text-anchor='end' dominant-baseline='central' font-size='14.2'>F-Test</text><text class='sa-text' x='142.2' y='46.9' text-anchor='end' dominant-baseline='central' font-size='14.2'>MI</text><text class='sa-text' x='142.2' y='64.1' text-anchor='end' dominant-baseline='central' font-size='14.2'>(R)ReliefF</text><text class='sa-text' x='142.2' y='81.4' text-anchor='end' dominant-baseline='central' font-size='14.2'>ElasticNet</text><text class='sa-text' x='142.2' y='98.6' text-anchor='end' dominant-baseline='central' font-size='14.2'>LaplacianScore</text><text class='sa-text' x='142.2' y='115.9' text-anchor='end' dominant-baseline='central' font-size='14.2'>Lasso</text><text class='sa-text' x='142.2' y='133.1' text-anchor='end' dominant-baseline='central' font-size='14.2'>SFS</text><text class='sa-text' x='142.2' y='150.4' text-anchor='end' dominant-baseline='central' font-size='14.2'>LOCO</text><text class='sa-text' x='142.2' y='167.6' text-anchor='end' dominant-baseline='central' font-size='14.2'>GainRatio</text><text class='sa-text' x='142.2' y='184.9' text-anchor='end' dominant-baseline='central' font-size='14.2'>MarkovBlanket</text><text class='sa-text' x='142.2' y='202.1' text-anchor='end' dominant-baseline='central' font-size='14.2'>RFImportance</text><text class='sa-text' x='142.2' y='219.4' text-anchor='end' dominant-baseline='central' font-size='14.2'>SBE</text><text class='sa-text' x='142.2' y='236.6' text-anchor='end' dominant-baseline='central' font-size='14.2'>CART</text><text class='sa-text' x='142.2' y='253.9' text-anchor='end' dominant-baseline='central' font-size='14.2'>mRMR</text><text class='sa-text' x='142.2' y='271.1' text-anchor='end' dominant-baseline='central' font-size='14.2'>Random</text><line class='sa-ink' x1='636.3' x2='636.3' y1='279.8' y2='285.8' stroke-width='1'/><text class='sa-text' x='636.3' y='300.8' text-anchor='middle' font-size='13.5'>5.6</text><line class='sa-ink' x1='532.3' x2='532.3' y1='279.8' y2='285.8' stroke-width='1'/><text class='sa-text' x='532.3' y='300.8' text-anchor='middle' font-size='13.5'>19.4</text><line class='sa-ink' x1='314.7' x2='314.7' y1='279.8' y2='285.8' stroke-width='1'/><text class='sa-text' x='314.7' y='300.8' text-anchor='middle' font-size='13.5'>259.3</text><line class='sa-ink' x1='252.9' x2='252.9' y1='279.8' y2='285.8' stroke-width='1'/><text class='sa-text' x='252.9' y='300.8' text-anchor='middle' font-size='13.5'>541.4</text><line class='sa-ink' x1='208.6' x2='208.6' y1='279.8' y2='285.8' stroke-width='1'/><text class='sa-text' x='208.6' y='300.8' text-anchor='middle' font-size='13.5'>918.4</text><line class='sa-ink' x1='170.3' x2='170.3' y1='279.8' y2='285.8' stroke-width='1'/><text class='sa-text' x='170.3' y='300.8' text-anchor='middle' font-size='13.5'>1448.6</text><text class='sa-text' x='402.6' y='324.8' text-anchor='middle' font-size='15'>Events per Variable</text><rect x='675.0' y='129.4' width='18.0' height='15.0' fill='#08306b' class='sa-point' stroke-width='0.6'/><text class='sa-text' x='699.0' y='142.1' font-size='13.5'>Within Threshold</text><rect x='675.0' y='156.4' width='18.0' height='15.0' fill='#f7fbff' class='sa-point' stroke-width='0.6'/><text class='sa-text' x='699.0' y='169.1' font-size='13.5'>Outside Threshold</text><rect class='sa-hit' x='618.67' y='21.00' width='35.33' height='17.25' data-tip='F-Test Validity: 1.000 (mean over 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Dataset: brasilian_houses' aria-label='LaplacianScore Validity: 0.761 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses'/><rect class='sa-hit' x='189.43' y='90.00' width='20.39' height='17.25' data-tip='LaplacianScore Validity: 0.851 (mean over budgets) Events per variable: 918 Dataset: miami_housing' aria-label='LaplacianScore Validity: 0.851 (mean over budgets) Events per variable: 918 Dataset: miami_housing'/><rect class='sa-hit' x='151.20' y='90.00' width='38.23' height='17.25' data-tip='LaplacianScore Validity: 0.712 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity' aria-label='LaplacianScore Validity: 0.712 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity'/><rect class='sa-hit' x='618.67' y='107.25' width='35.33' height='17.25' data-tip='Lasso Validity: 0.974 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11 At this EPV: within 0.03 of the best' aria-label='Lasso Validity: 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y='107.25' width='45.37' height='17.25' data-tip='Lasso Validity: 0.930 (mean over budgets) Events per variable: 541 Dataset: wine_quality At this EPV: within 0.03 of the best' aria-label='Lasso Validity: 0.930 (mean over budgets) Events per variable: 541 Dataset: wine_quality At this EPV: within 0.03 of the best'/><rect class='sa-hit' x='209.82' y='107.25' width='22.17' height='17.25' data-tip='Lasso Validity: 0.783 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses' aria-label='Lasso Validity: 0.783 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses'/><rect class='sa-hit' x='189.43' y='107.25' width='20.39' height='17.25' data-tip='Lasso Validity: 0.958 (mean over budgets) Events per variable: 918 Dataset: miami_housing At this EPV: top-3, within 0.03 of the best' aria-label='Lasso Validity: 0.958 (mean over budgets) Events per variable: 918 Dataset: miami_housing At this EPV: top-3, within 0.03 of the best'/><rect class='sa-hit' x='151.20' y='107.25' width='38.23' height='17.25' data-tip='Lasso Validity: 1.000 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity At this EPV: top-3, within 0.03 of the best' aria-label='Lasso Validity: 1.000 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity At this EPV: top-3, within 0.03 of the best'/><rect class='sa-hit' x='618.67' y='124.50' width='35.33' height='17.25' data-tip='SFS Validity: 0.735 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11' aria-label='SFS Validity: 0.735 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11'/><rect class='sa-hit' x='566.63' y='124.50' width='52.04' height='17.25' data-tip='SFS Validity: 0.776 (mean over budgets) Events per variable: 8.54 Dataset: automobile' aria-label='SFS Validity: 0.776 (mean over budgets) Events per variable: 8.54 Dataset: automobile'/><rect class='sa-hit' x='498.75' y='124.50' width='67.88' height='17.25' data-tip='SFS Validity: 0.821 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction' aria-label='SFS Validity: 0.821 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction'/><rect class='sa-hit' x='389.95' y='124.50' width='108.80' height='17.25' data-tip='SFS Validity: 0.921 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires At this EPV: top-3, within 0.03 of the best' aria-label='SFS Validity: 0.921 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires At this EPV: top-3, within 0.03 of the best'/><rect class='sa-hit' x='308.25' y='124.50' width='81.70' height='17.25' data-tip='SFS Validity: 0.894 (mean over budgets) Events per variable: 259 Dataset: superconductivity At this EPV: top-3' aria-label='SFS Validity: 0.894 (mean over budgets) Events per variable: 259 Dataset: superconductivity At this EPV: top-3'/><rect class='sa-hit' x='277.37' y='124.50' width='30.88' height='17.25' data-tip='SFS Validity: 0.720 (mean over 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budgets) Events per variable: 918 Dataset: miami_housing'/><rect class='sa-hit' x='151.20' y='124.50' width='38.23' height='17.25' data-tip='SFS Validity: 0.804 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity' aria-label='SFS Validity: 0.804 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity'/><rect class='sa-hit' x='618.67' y='141.75' width='35.33' height='17.25' data-tip='LOCO Validity: 0.598 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11' aria-label='LOCO Validity: 0.598 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11'/><rect class='sa-hit' x='566.63' y='141.75' width='52.04' height='17.25' data-tip='LOCO Validity: 0.808 (mean over budgets) Events per variable: 8.54 Dataset: automobile' aria-label='LOCO Validity: 0.808 (mean over budgets) Events per variable: 8.54 Dataset: automobile'/><rect class='sa-hit' x='498.75' y='141.75' width='67.88' height='17.25' data-tip='LOCO 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302 Dataset: pva_revenue_prediction_kddcup98' aria-label='LOCO Validity: 0.453 (mean over budgets) Events per variable: 302 Dataset: pva_revenue_prediction_kddcup98'/><rect class='sa-hit' x='231.99' y='141.75' width='45.37' height='17.25' data-tip='LOCO Validity: 0.927 (mean over budgets) Events per variable: 541 Dataset: wine_quality At this EPV: within 0.03 of the best' aria-label='LOCO Validity: 0.927 (mean over budgets) Events per variable: 541 Dataset: wine_quality At this EPV: within 0.03 of the best'/><rect class='sa-hit' x='209.82' y='141.75' width='22.17' height='17.25' data-tip='LOCO Validity: 0.819 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses' aria-label='LOCO Validity: 0.819 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses'/><rect class='sa-hit' x='189.43' y='141.75' width='20.39' height='17.25' data-tip='LOCO Validity: 0.907 (mean over budgets) Events per variable: 918 Dataset: miami_housing' aria-label='LOCO Validity: 0.907 (mean over budgets) Events per variable: 918 Dataset: miami_housing'/><rect class='sa-hit' x='151.20' y='141.75' width='38.23' height='17.25' data-tip='LOCO Validity: 0.903 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity' aria-label='LOCO Validity: 0.903 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity'/><rect class='sa-hit' x='618.67' y='159.00' width='35.33' height='17.25' data-tip='GainRatio Validity: 0.068 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11' aria-label='GainRatio Validity: 0.068 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11'/><rect class='sa-hit' x='566.63' y='159.00' width='52.04' height='17.25' data-tip='GainRatio Validity: 0.934 (mean over budgets) Events per variable: 8.54 Dataset: automobile At this EPV: top-3, within 0.03 of the best' aria-label='GainRatio Validity: 0.934 (mean over budgets) Events per variable: 8.54 Dataset: automobile At this EPV: 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class='sa-hit' x='209.82' y='159.00' width='22.17' height='17.25' data-tip='GainRatio Validity: 0.960 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses At this EPV: top-3, within 0.03 of the best' aria-label='GainRatio Validity: 0.960 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses At this EPV: top-3, within 0.03 of the best'/><rect class='sa-hit' x='189.43' y='159.00' width='20.39' height='17.25' data-tip='GainRatio Validity: 0.934 (mean over budgets) Events per variable: 918 Dataset: miami_housing At this EPV: within 0.03 of the best' aria-label='GainRatio Validity: 0.934 (mean over budgets) Events per variable: 918 Dataset: miami_housing At this EPV: within 0.03 of the best'/><rect class='sa-hit' x='151.20' y='159.00' width='38.23' height='17.25' data-tip='GainRatio Validity: 1.000 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity At this EPV: within 0.03 of the best' aria-label='GainRatio Validity: 1.000 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity At this EPV: within 0.03 of the best'/><rect class='sa-hit' x='618.67' y='176.25' width='35.33' height='17.25' data-tip='MarkovBlanket Validity: 0.641 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11' aria-label='MarkovBlanket Validity: 0.641 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11'/><rect class='sa-hit' x='566.63' y='176.25' width='52.04' height='17.25' data-tip='MarkovBlanket Validity: 0.677 (mean over budgets) Events per variable: 8.54 Dataset: automobile' aria-label='MarkovBlanket Validity: 0.677 (mean over budgets) Events per variable: 8.54 Dataset: automobile'/><rect class='sa-hit' x='498.75' y='176.25' width='67.88' height='17.25' data-tip='MarkovBlanket Validity: 0.935 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction At this EPV: within 0.03 of the best' aria-label='MarkovBlanket Validity: 0.935 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction At this EPV: within 0.03 of the best'/><rect class='sa-hit' x='389.95' y='176.25' width='108.80' height='17.25' data-tip='MarkovBlanket Validity: 0.663 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires' aria-label='MarkovBlanket Validity: 0.663 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires'/><rect class='sa-hit' x='231.99' y='176.25' width='45.37' height='17.25' data-tip='MarkovBlanket Validity: 0.583 (mean over budgets) Events per variable: 541 Dataset: wine_quality' aria-label='MarkovBlanket Validity: 0.583 (mean over budgets) Events per variable: 541 Dataset: wine_quality'/><rect class='sa-hit' x='209.82' y='176.25' width='22.17' height='17.25' data-tip='MarkovBlanket Validity: 0.913 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses' aria-label='MarkovBlanket Validity: 0.913 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses'/><rect class='sa-hit' x='189.43' y='176.25' width='20.39' height='17.25' data-tip='MarkovBlanket Validity: 0.931 (mean over budgets) Events per variable: 918 Dataset: miami_housing At this EPV: within 0.03 of the best' aria-label='MarkovBlanket Validity: 0.931 (mean over budgets) Events per variable: 918 Dataset: miami_housing At this EPV: within 0.03 of the best'/><rect class='sa-hit' x='151.20' y='176.25' width='38.23' height='17.25' data-tip='MarkovBlanket Validity: 0.998 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity At this EPV: within 0.03 of the best' aria-label='MarkovBlanket Validity: 0.998 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity At this EPV: within 0.03 of the best'/><rect class='sa-hit' x='618.67' y='193.50' width='35.33' height='17.25' data-tip='RFImportance Validity: 0.831 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11' aria-label='RFImportance Validity: 0.831 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11'/><rect class='sa-hit' x='566.63' y='193.50' width='52.04' height='17.25' data-tip='RFImportance Validity: 0.869 (mean over budgets) Events per variable: 8.54 Dataset: automobile' aria-label='RFImportance Validity: 0.869 (mean over budgets) Events per variable: 8.54 Dataset: automobile'/><rect class='sa-hit' x='498.75' y='193.50' width='67.88' height='17.25' data-tip='RFImportance Validity: 0.681 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction' aria-label='RFImportance Validity: 0.681 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction'/><rect class='sa-hit' x='389.95' y='193.50' width='108.80' height='17.25' data-tip='RFImportance Validity: 0.426 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires' aria-label='RFImportance Validity: 0.426 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires'/><rect class='sa-hit' x='231.99' y='193.50' width='45.37' height='17.25' data-tip='RFImportance Validity: 0.930 (mean over budgets) Events per variable: 541 Dataset: wine_quality At this EPV: within 0.03 of the best' aria-label='RFImportance Validity: 0.930 (mean over budgets) Events per variable: 541 Dataset: wine_quality At this EPV: within 0.03 of the best'/><rect class='sa-hit' x='209.82' y='193.50' width='22.17' height='17.25' data-tip='RFImportance Validity: 0.783 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses' aria-label='RFImportance Validity: 0.783 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses'/><rect class='sa-hit' x='189.43' y='193.50' width='20.39' height='17.25' data-tip='RFImportance Validity: 0.910 (mean over budgets) Events per variable: 918 Dataset: miami_housing' aria-label='RFImportance Validity: 0.910 (mean over budgets) Events per variable: 918 Dataset: miami_housing'/><rect class='sa-hit' x='151.20' y='193.50' width='38.23' height='17.25' data-tip='RFImportance Validity: 0.820 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity' aria-label='RFImportance Validity: 0.820 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity'/><rect class='sa-hit' x='618.67' y='210.75' width='35.33' height='17.25' data-tip='SBE Validity: 0.681 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11' aria-label='SBE Validity: 0.681 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11'/><rect class='sa-hit' x='566.63' y='210.75' width='52.04' height='17.25' data-tip='SBE Validity: 0.815 (mean over budgets) Events per variable: 8.54 Dataset: automobile' aria-label='SBE Validity: 0.815 (mean over budgets) Events per variable: 8.54 Dataset: automobile'/><rect class='sa-hit' x='498.75' y='210.75' width='67.88' height='17.25' data-tip='SBE Validity: 0.708 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction' aria-label='SBE Validity: 0.708 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction'/><rect class='sa-hit' x='389.95' y='210.75' width='108.80' height='17.25' data-tip='SBE Validity: 0.680 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires' aria-label='SBE Validity: 0.680 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires'/><rect class='sa-hit' x='308.25' y='210.75' width='81.70' height='17.25' data-tip='SBE Validity: 0.634 (mean over budgets) Events per variable: 259 Dataset: superconductivity At this EPV: top-3' aria-label='SBE Validity: 0.634 (mean over budgets) Events per variable: 259 Dataset: superconductivity At this EPV: top-3'/><rect class='sa-hit' x='277.37' y='210.75' width='30.88' height='17.25' data-tip='SBE Validity: 0.775 (mean over budgets) Events per variable: 302 Dataset: pva_revenue_prediction_kddcup98 At this EPV: top-3, within 0.03 of the best' aria-label='SBE Validity: 0.775 (mean over budgets) Events per variable: 302 Dataset: pva_revenue_prediction_kddcup98 At this EPV: top-3, within 0.03 of the best'/><rect class='sa-hit' x='231.99' y='210.75' width='45.37' height='17.25' data-tip='SBE Validity: 0.943 (mean over budgets) Events per variable: 541 Dataset: wine_quality At this EPV: within 0.03 of the best' aria-label='SBE Validity: 0.943 (mean over budgets) Events per variable: 541 Dataset: wine_quality At this EPV: within 0.03 of the best'/><rect class='sa-hit' x='209.82' y='210.75' width='22.17' height='17.25' data-tip='SBE Validity: 0.874 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses' aria-label='SBE Validity: 0.874 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses'/><rect class='sa-hit' x='189.43' y='210.75' width='20.39' height='17.25' data-tip='SBE Validity: 0.921 (mean over budgets) Events per variable: 918 Dataset: miami_housing' aria-label='SBE Validity: 0.921 (mean over budgets) Events per variable: 918 Dataset: miami_housing'/><rect class='sa-hit' x='151.20' y='210.75' width='38.23' 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Validity: 0.582 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction'/><rect class='sa-hit' x='389.95' y='228.00' width='108.80' height='17.25' data-tip='CART Validity: 0.442 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires' aria-label='CART Validity: 0.442 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires'/><rect class='sa-hit' x='231.99' y='228.00' width='45.37' height='17.25' data-tip='CART Validity: 0.930 (mean over budgets) Events per variable: 541 Dataset: wine_quality At this EPV: within 0.03 of the best' aria-label='CART Validity: 0.930 (mean over budgets) Events per variable: 541 Dataset: wine_quality At this EPV: within 0.03 of the best'/><rect class='sa-hit' x='209.82' y='228.00' width='22.17' height='17.25' data-tip='CART Validity: 0.728 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses' aria-label='CART Validity: 0.728 (mean over budgets) Events per variable: 891 Dataset: 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class='sa-hit' x='209.82' y='245.25' width='22.17' height='17.25' data-tip='mRMR Validity: 0.960 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses At this EPV: within 0.03 of the best' aria-label='mRMR Validity: 0.960 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses At this EPV: within 0.03 of the best'/><rect class='sa-hit' x='189.43' y='245.25' width='20.39' height='17.25' data-tip='mRMR Validity: 0.804 (mean over budgets) Events per variable: 918 Dataset: miami_housing' aria-label='mRMR Validity: 0.804 (mean over budgets) Events per variable: 918 Dataset: miami_housing'/><rect class='sa-hit' x='151.20' y='245.25' width='38.23' height='17.25' data-tip='mRMR Validity: 0.941 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity' aria-label='mRMR Validity: 0.941 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity'/><rect class='sa-hit' x='618.67' y='262.50' width='35.33' height='17.25' data-tip='Random Validity: 0.691 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11' aria-label='Random Validity: 0.691 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11'/><rect class='sa-hit' x='566.63' y='262.50' width='52.04' height='17.25' data-tip='Random Validity: 0.627 (mean over budgets) Events per variable: 8.54 Dataset: automobile' aria-label='Random Validity: 0.627 (mean over budgets) Events per variable: 8.54 Dataset: automobile'/><rect class='sa-hit' x='498.75' y='262.50' width='67.88' height='17.25' data-tip='Random Validity: 0.709 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction' aria-label='Random Validity: 0.709 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction'/><rect class='sa-hit' x='389.95' y='262.50' width='108.80' height='17.25' data-tip='Random Validity: 0.663 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires' aria-label='Random Validity: 0.663 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires'/><rect class='sa-hit' x='308.25' y='262.50' width='81.70' height='17.25' data-tip='Random Validity: 0.567 (mean over budgets) Events per variable: 259 Dataset: superconductivity' aria-label='Random Validity: 0.567 (mean over budgets) Events per variable: 259 Dataset: superconductivity'/><rect class='sa-hit' x='277.37' y='262.50' width='30.88' height='17.25' data-tip='Random Validity: 0.774 (mean over budgets) Events per variable: 302 Dataset: pva_revenue_prediction_kddcup98 At this EPV: top-3, within 0.03 of the best' aria-label='Random Validity: 0.774 (mean over budgets) Events per variable: 302 Dataset: pva_revenue_prediction_kddcup98 At this EPV: top-3, within 0.03 of the best'/><rect class='sa-hit' x='231.99' y='262.50' width='45.37' height='17.25' data-tip='Random Validity: 0.583 (mean over budgets) Events per variable: 541 Dataset: wine_quality' aria-label='Random Validity: 0.583 (mean over budgets) Events per variable: 541 Dataset: wine_quality'/><rect class='sa-hit' x='209.82' y='262.50' width='22.17' height='17.25' data-tip='Random Validity: 0.656 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses' aria-label='Random Validity: 0.656 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses'/><rect class='sa-hit' x='189.43' y='262.50' width='20.39' height='17.25' data-tip='Random Validity: 0.747 (mean over budgets) Events per variable: 918 Dataset: miami_housing' aria-label='Random Validity: 0.747 (mean over budgets) Events per variable: 918 Dataset: miami_housing'/><rect class='sa-hit' x='151.20' y='262.50' width='38.23' height='17.25' data-tip='Random Validity: 0.698 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity' aria-label='Random Validity: 0.698 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity'/></svg><script type='text/plain' id='sa-csv'>method,epv,validity
|
| 36 |
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(R)ReliefF,5.6064,0.9929
|
| 37 |
+
(R)ReliefF,8.5417,0.9322
|
| 38 |
+
(R)ReliefF,19.3846,0.9346
|
| 39 |
+
(R)ReliefF,43.0833,0.6944
|
| 40 |
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(R)ReliefF,541.4167,0.9433
|
| 41 |
+
(R)ReliefF,891.0,0.8744
|
| 42 |
+
(R)ReliefF,918.4,0.934
|
| 43 |
+
(R)ReliefF,1448.5923,0.9704
|
| 44 |
+
CART,5.6064,0.7819
|
| 45 |
+
CART,8.5417,0.8633
|
| 46 |
+
CART,19.3846,0.5824
|
| 47 |
+
CART,43.0833,0.4422
|
| 48 |
+
CART,541.4167,0.93
|
| 49 |
+
CART,891.0,0.7278
|
| 50 |
+
CART,918.4,0.9207
|
| 51 |
+
CART,1448.5923,0.8341
|
| 52 |
+
ElasticNet,5.6064,0.9735
|
| 53 |
+
ElasticNet,8.5417,0.855
|
| 54 |
+
ElasticNet,19.3846,0.8713
|
| 55 |
+
ElasticNet,43.0833,0.5422
|
| 56 |
+
ElasticNet,541.4167,0.93
|
| 57 |
+
ElasticNet,891.0,0.96
|
| 58 |
+
ElasticNet,918.4,0.9579
|
| 59 |
+
ElasticNet,1448.5923,1.0
|
| 60 |
+
F-Test,5.6064,1.0
|
| 61 |
+
F-Test,8.5417,0.8894
|
| 62 |
+
F-Test,19.3846,0.9625
|
| 63 |
+
F-Test,43.0833,0.8356
|
| 64 |
+
F-Test,541.4167,0.9433
|
| 65 |
+
F-Test,891.0,0.9433
|
| 66 |
+
F-Test,918.4,0.9446
|
| 67 |
+
F-Test,1448.5923,1.0
|
| 68 |
+
GainRatio,5.6064,0.0684
|
| 69 |
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GainRatio,8.5417,0.9339
|
| 70 |
+
GainRatio,19.3846,0.9271
|
| 71 |
+
GainRatio,43.0833,0.6367
|
| 72 |
+
GainRatio,541.4167,0.93
|
| 73 |
+
GainRatio,891.0,0.96
|
| 74 |
+
GainRatio,918.4,0.934
|
| 75 |
+
GainRatio,1448.5923,1.0
|
| 76 |
+
LOCO,5.6064,0.5976
|
| 77 |
+
LOCO,8.5417,0.8078
|
| 78 |
+
LOCO,19.3846,0.8553
|
| 79 |
+
LOCO,43.0833,0.7556
|
| 80 |
+
LOCO,259.3049,0.975
|
| 81 |
+
LOCO,302.086,0.4526
|
| 82 |
+
LOCO,541.4167,0.9267
|
| 83 |
+
LOCO,891.0,0.8189
|
| 84 |
+
LOCO,918.4,0.9074
|
| 85 |
+
LOCO,1448.5923,0.903
|
| 86 |
+
LaplacianScore,5.6064,1.0
|
| 87 |
+
LaplacianScore,8.5417,0.96
|
| 88 |
+
LaplacianScore,19.3846,0.9346
|
| 89 |
+
LaplacianScore,43.0833,0.9433
|
| 90 |
+
LaplacianScore,541.4167,0.8211
|
| 91 |
+
LaplacianScore,891.0,0.7611
|
| 92 |
+
LaplacianScore,918.4,0.8514
|
| 93 |
+
LaplacianScore,1448.5923,0.7122
|
| 94 |
+
Lasso,5.6064,0.9735
|
| 95 |
+
Lasso,8.5417,0.855
|
| 96 |
+
Lasso,19.3846,0.8713
|
| 97 |
+
Lasso,43.0833,0.5422
|
| 98 |
+
Lasso,541.4167,0.93
|
| 99 |
+
Lasso,891.0,0.7833
|
| 100 |
+
Lasso,918.4,0.9579
|
| 101 |
+
Lasso,1448.5923,1.0
|
| 102 |
+
MI,5.6064,0.9736
|
| 103 |
+
MI,8.5417,0.9517
|
| 104 |
+
MI,19.3846,0.9192
|
| 105 |
+
MI,43.0833,0.8089
|
| 106 |
+
MI,541.4167,0.9433
|
| 107 |
+
MI,891.0,0.96
|
| 108 |
+
MI,918.4,0.9579
|
| 109 |
+
MI,1448.5923,0.9951
|
| 110 |
+
MarkovBlanket,5.6064,0.6411
|
| 111 |
+
MarkovBlanket,8.5417,0.6772
|
| 112 |
+
MarkovBlanket,19.3846,0.9346
|
| 113 |
+
MarkovBlanket,43.0833,0.6633
|
| 114 |
+
MarkovBlanket,541.4167,0.5833
|
| 115 |
+
MarkovBlanket,891.0,0.9133
|
| 116 |
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MarkovBlanket,918.4,0.9312
|
| 117 |
+
MarkovBlanket,1448.5923,0.9975
|
| 118 |
+
RFImportance,5.6064,0.831
|
| 119 |
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RFImportance,8.5417,0.8694
|
| 120 |
+
RFImportance,19.3846,0.6809
|
| 121 |
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RFImportance,43.0833,0.4256
|
| 122 |
+
RFImportance,541.4167,0.93
|
| 123 |
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RFImportance,891.0,0.7833
|
| 124 |
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RFImportance,918.4,0.9102
|
| 125 |
+
RFImportance,1448.5923,0.8198
|
| 126 |
+
Random,5.6064,0.6912
|
| 127 |
+
Random,8.5417,0.6272
|
| 128 |
+
Random,19.3846,0.7088
|
| 129 |
+
Random,43.0833,0.6633
|
| 130 |
+
Random,259.3049,0.5667
|
| 131 |
+
Random,302.086,0.7744
|
| 132 |
+
Random,541.4167,0.5833
|
| 133 |
+
Random,891.0,0.6556
|
| 134 |
+
Random,918.4,0.7471
|
| 135 |
+
Random,1448.5923,0.6982
|
| 136 |
+
SBE,5.6064,0.6811
|
| 137 |
+
SBE,8.5417,0.815
|
| 138 |
+
SBE,19.3846,0.7081
|
| 139 |
+
SBE,43.0833,0.68
|
| 140 |
+
SBE,259.3049,0.6342
|
| 141 |
+
SBE,302.086,0.7752
|
| 142 |
+
SBE,541.4167,0.9433
|
| 143 |
+
SBE,891.0,0.8744
|
| 144 |
+
SBE,918.4,0.9207
|
| 145 |
+
SBE,1448.5923,0.7125
|
| 146 |
+
SFS,5.6064,0.735
|
| 147 |
+
SFS,8.5417,0.7761
|
| 148 |
+
SFS,19.3846,0.8207
|
| 149 |
+
SFS,43.0833,0.9211
|
| 150 |
+
SFS,259.3049,0.8942
|
| 151 |
+
SFS,302.086,0.7201
|
| 152 |
+
SFS,541.4167,0.8211
|
| 153 |
+
SFS,891.0,0.8911
|
| 154 |
+
SFS,918.4,0.9207
|
| 155 |
+
SFS,1448.5923,0.8037
|
| 156 |
+
mRMR,5.6064,0.1784
|
| 157 |
+
mRMR,8.5417,0.7611
|
| 158 |
+
mRMR,19.3846,0.6809
|
| 159 |
+
mRMR,43.0833,0.5978
|
| 160 |
+
mRMR,541.4167,0.5644
|
| 161 |
+
mRMR,891.0,0.96
|
| 162 |
+
mRMR,918.4,0.804
|
| 163 |
+
mRMR,1448.5923,0.9413
|
| 164 |
+
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var canvas = document.createElement('canvas');
|
| 265 |
+
canvas.width = box.width * scale; canvas.height = box.height * scale;
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var ctx = canvas.getContext('2d');
|
| 267 |
+
ctx.fillStyle = SA_LIGHT['--bg'];
|
| 268 |
+
ctx.fillRect(0, 0, canvas.width, canvas.height);
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| 269 |
+
ctx.drawImage(img, 0, 0, canvas.width, canvas.height);
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| 270 |
+
canvas.toBlob(function (blob) { saDownload(name + '.png', blob); });
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| 271 |
+
};
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| 272 |
+
img.src = 'data:image/svg+xml;charset=utf-8,' + encodeURIComponent(saSvgString());
|
| 273 |
+
}
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| 274 |
+
</script></body></html>
|
data/lasagna/validity/noise_0.5/tasks_regression/overlay_top_3.html
ADDED
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@@ -0,0 +1,274 @@
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| 1 |
+
<!doctype html>
|
| 2 |
+
<html lang='en'><head><meta charset='utf-8'><meta name='viewport' content='width=device-width,initial-scale=1'><title>SelectArena: validity (noise 0.5, regression tasks)</title><style>
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| 3 |
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:root { --fg:#1f2328; --muted:#59636e; --bg:#ffffff; --line:#d1d9e0; --soft:#f6f8fa; --accent:#0072B2; }
|
| 4 |
+
@media (prefers-color-scheme: dark) {
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:root:not([data-theme="light"]) { --fg:#e6edf3; --muted:#9198a1; --bg:#0d1117; --line:#3d444d; --soft:#151b23; --accent:#4aa3df; }
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}
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:root[data-theme="dark"] { --fg:#e6edf3; --muted:#9198a1; --bg:#0d1117; --line:#3d444d; --soft:#151b23; --accent:#4aa3df; }
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html, body { margin:0; padding:0; background:var(--bg); color:var(--fg);
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font:14px/1.45 system-ui,-apple-system,"Segoe UI",Roboto,sans-serif; }
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.toolbar { display:flex; gap:6px; justify-content:flex-end; align-items:center; padding:4px 2px 8px; }
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.toolbar .hint { margin-right:auto; color:var(--muted); font-size:12px; }
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.toolbar button { font:inherit; font-size:12px; color:var(--fg); background:var(--soft);
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border:1px solid var(--line); border-radius:6px; padding:3px 10px; cursor:pointer; }
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.toolbar button:hover { border-color:var(--accent); }
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#sa-tip { position:fixed; z-index:10; pointer-events:none; display:none; max-width:280px;
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padding:6px 9px; border-radius:6px; border:1px solid var(--line); background:var(--bg); color:var(--fg);
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font-size:12px; line-height:1.45; white-space:pre-line; box-shadow:0 2px 8px rgba(0,0,0,0.15); }
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| 19 |
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#sa-tip b { font-weight:600; }
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| 20 |
+
</style></head><body><div class='toolbar'><span class='hint'>Hover or tap a cell for its value.</span><button onclick="saSvg('selectarena_validity_overlay_top_3')">SVG</button><button onclick="saPng('selectarena_validity_overlay_top_3')">PNG</button><button onclick="saCsv('selectarena_validity_overlay_top_3.csv')">CSV</button></div><svg id='sa-figure' viewBox='0 0 864 340' role='img' aria-label='Validity per method and events per variable'><style>
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| 21 |
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svg { display:block; width:100%; height:auto; }
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.sa-text { fill:var(--fg); }
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.sa-muted { fill:var(--muted); }
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.sa-ink { stroke:var(--fg); }
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.sa-hit { fill:transparent; cursor:default; }
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.sa-hit:hover, .sa-hit.sa-on { fill:var(--fg); fill-opacity:0.06; }
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.sa-dim { fill:var(--muted); }
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.sa-frame-line { stroke:var(--fg); stroke-opacity:0.3; fill:none; }
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.sa-point { stroke:var(--fg); }
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.sa-heat { image-rendering:pixelated; image-rendering:crisp-edges; }
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.sa-halo { paint-order:stroke; stroke:var(--bg); stroke-width:3px; stroke-opacity:0.7; }
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brasilian_houses At this EPV: top-3, within 0.03 of the best'/><rect class='sa-hit' x='192.86' y='38.25' width='22.21' height='17.25' data-tip='MI Validity: 0.958 (mean over budgets) Events per variable: 918 Dataset: miami_housing At this EPV: top-3, within 0.03 of the best' aria-label='MI Validity: 0.958 (mean over budgets) Events per variable: 918 Dataset: miami_housing At this EPV: top-3, within 0.03 of the best'/><rect class='sa-hit' x='151.20' y='38.25' width='41.66' height='17.25' data-tip='MI Validity: 0.995 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity At this EPV: within 0.03 of the best' aria-label='MI Validity: 0.995 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity At this EPV: within 0.03 of the best'/><rect class='sa-hit' x='660.51' y='55.50' width='38.49' height='17.25' data-tip='(R)ReliefF Validity: 0.993 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11 At this EPV: top-3, within 0.03 of the best' aria-label='(R)ReliefF Validity: 0.993 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11 At this EPV: top-3, within 0.03 of the best'/><rect class='sa-hit' x='603.81' y='55.50' width='56.70' height='17.25' data-tip='(R)ReliefF Validity: 0.932 (mean over budgets) Events per variable: 8.54 Dataset: automobile At this EPV: within 0.03 of the best' aria-label='(R)ReliefF Validity: 0.932 (mean over budgets) Events per variable: 8.54 Dataset: automobile At this EPV: within 0.03 of the best'/><rect class='sa-hit' x='529.85' y='55.50' width='73.96' height='17.25' data-tip='(R)ReliefF Validity: 0.935 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction At this EPV: top-3, within 0.03 of the best' aria-label='(R)ReliefF Validity: 0.935 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction At this EPV: top-3, within 0.03 of the best'/><rect class='sa-hit' x='411.32' y='55.50' width='118.54' height='17.25' 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class='sa-hit' x='603.81' y='72.75' width='56.70' height='17.25' data-tip='ElasticNet Validity: 0.855 (mean over budgets) Events per variable: 8.54 Dataset: automobile' aria-label='ElasticNet Validity: 0.855 (mean over budgets) Events per variable: 8.54 Dataset: automobile'/><rect class='sa-hit' x='529.85' y='72.75' width='73.96' height='17.25' data-tip='ElasticNet Validity: 0.871 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction' aria-label='ElasticNet Validity: 0.871 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction'/><rect class='sa-hit' x='411.32' y='72.75' width='118.54' height='17.25' data-tip='ElasticNet Validity: 0.542 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires' aria-label='ElasticNet Validity: 0.542 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires'/><rect class='sa-hit' x='239.22' y='72.75' width='49.44' height='17.25' data-tip='ElasticNet Validity: 0.930 (mean over budgets) 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class='sa-hit' x='151.20' y='72.75' width='41.66' height='17.25' data-tip='ElasticNet Validity: 1.000 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity At this EPV: top-3, within 0.03 of the best' aria-label='ElasticNet Validity: 1.000 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity At this EPV: top-3, within 0.03 of the best'/><rect class='sa-hit' x='660.51' y='90.00' width='38.49' height='17.25' data-tip='LaplacianScore Validity: 1.000 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11 At this EPV: top-3, within 0.03 of the best' aria-label='LaplacianScore Validity: 1.000 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11 At this EPV: top-3, within 0.03 of the best'/><rect class='sa-hit' x='603.81' y='90.00' width='56.70' height='17.25' data-tip='LaplacianScore Validity: 0.960 (mean over budgets) Events per variable: 8.54 Dataset: automobile At this EPV: top-3, within 0.03 of the best' aria-label='LaplacianScore Validity: 0.960 (mean over budgets) Events per variable: 8.54 Dataset: automobile At this EPV: top-3, within 0.03 of the best'/><rect class='sa-hit' x='529.85' y='90.00' width='73.96' height='17.25' data-tip='LaplacianScore Validity: 0.935 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction At this EPV: top-3, within 0.03 of the best' aria-label='LaplacianScore Validity: 0.935 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction At this EPV: top-3, within 0.03 of the best'/><rect class='sa-hit' x='411.32' y='90.00' width='118.54' height='17.25' data-tip='LaplacianScore Validity: 0.943 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires At this EPV: top-3, within 0.03 of the best' aria-label='LaplacianScore Validity: 0.943 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires At this EPV: top-3, within 0.03 of the best'/><rect class='sa-hit' x='239.22' y='90.00' width='49.44' height='17.25' data-tip='LaplacianScore Validity: 0.821 (mean over budgets) Events per variable: 541 Dataset: wine_quality' aria-label='LaplacianScore Validity: 0.821 (mean over budgets) Events per variable: 541 Dataset: wine_quality'/><rect class='sa-hit' x='215.07' y='90.00' width='24.15' height='17.25' data-tip='LaplacianScore Validity: 0.761 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses' aria-label='LaplacianScore Validity: 0.761 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses'/><rect class='sa-hit' x='192.86' y='90.00' width='22.21' height='17.25' data-tip='LaplacianScore Validity: 0.851 (mean over budgets) Events per variable: 918 Dataset: miami_housing' aria-label='LaplacianScore Validity: 0.851 (mean over budgets) Events per variable: 918 Dataset: miami_housing'/><rect class='sa-hit' x='151.20' y='90.00' width='41.66' height='17.25' data-tip='LaplacianScore Validity: 0.712 (mean over budgets) Events per variable: 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brasilian_houses'/><rect class='sa-hit' x='192.86' y='107.25' width='22.21' height='17.25' data-tip='Lasso Validity: 0.958 (mean over budgets) Events per variable: 918 Dataset: miami_housing At this EPV: top-3, within 0.03 of the best' aria-label='Lasso Validity: 0.958 (mean over budgets) Events per variable: 918 Dataset: miami_housing At this EPV: top-3, within 0.03 of the best'/><rect class='sa-hit' x='151.20' y='107.25' width='41.66' height='17.25' data-tip='Lasso Validity: 1.000 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity At this EPV: top-3, within 0.03 of the best' aria-label='Lasso Validity: 1.000 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity At this EPV: top-3, within 0.03 of the best'/><rect class='sa-hit' x='660.51' y='124.50' width='38.49' height='17.25' data-tip='SFS Validity: 0.735 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11' aria-label='SFS Validity: 0.735 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11'/><rect class='sa-hit' x='603.81' y='124.50' width='56.70' height='17.25' data-tip='SFS Validity: 0.776 (mean over budgets) Events per variable: 8.54 Dataset: automobile' aria-label='SFS Validity: 0.776 (mean over budgets) Events per variable: 8.54 Dataset: automobile'/><rect class='sa-hit' x='529.85' y='124.50' width='73.96' height='17.25' data-tip='SFS Validity: 0.821 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction' aria-label='SFS Validity: 0.821 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction'/><rect class='sa-hit' x='411.32' y='124.50' width='118.54' height='17.25' data-tip='SFS Validity: 0.921 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires At this EPV: top-3, within 0.03 of the best' aria-label='SFS Validity: 0.921 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires At this EPV: top-3, within 0.03 of the best'/><rect 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height='17.25' data-tip='SFS Validity: 0.891 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses' aria-label='SFS Validity: 0.891 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses'/><rect class='sa-hit' x='192.86' y='124.50' width='22.21' height='17.25' data-tip='SFS Validity: 0.921 (mean over budgets) Events per variable: 918 Dataset: miami_housing' aria-label='SFS Validity: 0.921 (mean over budgets) Events per variable: 918 Dataset: miami_housing'/><rect class='sa-hit' x='151.20' y='124.50' width='41.66' height='17.25' data-tip='SFS Validity: 0.804 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity' aria-label='SFS Validity: 0.804 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity'/><rect class='sa-hit' x='660.51' y='141.75' width='38.49' height='17.25' data-tip='LOCO Validity: 0.598 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11' aria-label='LOCO Validity: 0.598 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11'/><rect class='sa-hit' x='603.81' y='141.75' width='56.70' height='17.25' data-tip='LOCO Validity: 0.808 (mean over budgets) Events per variable: 8.54 Dataset: automobile' aria-label='LOCO Validity: 0.808 (mean over budgets) Events per variable: 8.54 Dataset: automobile'/><rect class='sa-hit' x='529.85' y='141.75' width='73.96' height='17.25' data-tip='LOCO Validity: 0.855 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction' aria-label='LOCO Validity: 0.855 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction'/><rect class='sa-hit' x='411.32' y='141.75' width='118.54' height='17.25' data-tip='LOCO Validity: 0.756 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires' aria-label='LOCO Validity: 0.756 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires'/><rect class='sa-hit' x='322.30' y='141.75' width='89.01' height='17.25' 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(mean over budgets) Events per variable: 43.1 Dataset: forest_fires'/><rect class='sa-hit' x='239.22' y='159.00' width='49.44' height='17.25' data-tip='GainRatio Validity: 0.930 (mean over budgets) Events per variable: 541 Dataset: wine_quality At this EPV: within 0.03 of the best' aria-label='GainRatio Validity: 0.930 (mean over budgets) Events per variable: 541 Dataset: wine_quality At this EPV: within 0.03 of the best'/><rect class='sa-hit' x='215.07' y='159.00' width='24.15' height='17.25' data-tip='GainRatio Validity: 0.960 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses At this EPV: top-3, within 0.03 of the best' aria-label='GainRatio Validity: 0.960 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses At this EPV: top-3, within 0.03 of the best'/><rect class='sa-hit' x='192.86' y='159.00' width='22.21' height='17.25' data-tip='GainRatio Validity: 0.934 (mean over budgets) Events per variable: 918 Dataset: miami_housing At this EPV: within 0.03 of the best' aria-label='GainRatio Validity: 0.934 (mean over budgets) Events per variable: 918 Dataset: miami_housing At this EPV: within 0.03 of the best'/><rect class='sa-hit' x='151.20' y='159.00' width='41.66' height='17.25' data-tip='GainRatio Validity: 1.000 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity At this EPV: within 0.03 of the best' aria-label='GainRatio Validity: 1.000 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity At this EPV: within 0.03 of the best'/><rect class='sa-hit' x='660.51' y='176.25' width='38.49' height='17.25' data-tip='MarkovBlanket Validity: 0.641 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11' aria-label='MarkovBlanket Validity: 0.641 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11'/><rect class='sa-hit' x='603.81' y='176.25' width='56.70' height='17.25' data-tip='MarkovBlanket Validity: 0.677 (mean over budgets) Events per variable: 8.54 Dataset: automobile' aria-label='MarkovBlanket Validity: 0.677 (mean over budgets) Events per variable: 8.54 Dataset: automobile'/><rect class='sa-hit' x='529.85' y='176.25' width='73.96' height='17.25' data-tip='MarkovBlanket Validity: 0.935 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction At this EPV: within 0.03 of the best' aria-label='MarkovBlanket Validity: 0.935 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction At this EPV: within 0.03 of the best'/><rect class='sa-hit' x='411.32' y='176.25' width='118.54' height='17.25' data-tip='MarkovBlanket Validity: 0.663 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires' aria-label='MarkovBlanket Validity: 0.663 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires'/><rect class='sa-hit' x='239.22' y='176.25' width='49.44' height='17.25' data-tip='MarkovBlanket Validity: 0.583 (mean over budgets) Events per variable: 541 Dataset: wine_quality' aria-label='MarkovBlanket Validity: 0.583 (mean over budgets) Events per variable: 541 Dataset: wine_quality'/><rect class='sa-hit' x='215.07' y='176.25' width='24.15' height='17.25' data-tip='MarkovBlanket Validity: 0.913 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses' aria-label='MarkovBlanket Validity: 0.913 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses'/><rect class='sa-hit' x='192.86' y='176.25' width='22.21' height='17.25' data-tip='MarkovBlanket Validity: 0.931 (mean over budgets) Events per variable: 918 Dataset: miami_housing At this EPV: within 0.03 of the best' aria-label='MarkovBlanket Validity: 0.931 (mean over budgets) Events per variable: 918 Dataset: miami_housing At this EPV: within 0.03 of the best'/><rect class='sa-hit' x='151.20' y='176.25' width='41.66' height='17.25' data-tip='MarkovBlanket Validity: 0.998 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity At this EPV: within 0.03 of the best' aria-label='MarkovBlanket Validity: 0.998 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity At this EPV: within 0.03 of the best'/><rect class='sa-hit' x='660.51' y='193.50' width='38.49' height='17.25' data-tip='RFImportance Validity: 0.831 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11' aria-label='RFImportance Validity: 0.831 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11'/><rect class='sa-hit' x='603.81' y='193.50' width='56.70' height='17.25' data-tip='RFImportance Validity: 0.869 (mean over budgets) Events per variable: 8.54 Dataset: automobile' aria-label='RFImportance Validity: 0.869 (mean over budgets) Events per variable: 8.54 Dataset: automobile'/><rect class='sa-hit' x='529.85' y='193.50' width='73.96' height='17.25' data-tip='RFImportance Validity: 0.681 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction' aria-label='RFImportance Validity: 0.681 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction'/><rect class='sa-hit' x='411.32' y='193.50' width='118.54' height='17.25' data-tip='RFImportance Validity: 0.426 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires' aria-label='RFImportance Validity: 0.426 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires'/><rect class='sa-hit' x='239.22' y='193.50' width='49.44' height='17.25' data-tip='RFImportance Validity: 0.930 (mean over budgets) Events per variable: 541 Dataset: wine_quality At this EPV: within 0.03 of the best' aria-label='RFImportance Validity: 0.930 (mean over budgets) Events per variable: 541 Dataset: wine_quality At this EPV: within 0.03 of the best'/><rect class='sa-hit' x='215.07' y='193.50' width='24.15' height='17.25' data-tip='RFImportance Validity: 0.783 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses' aria-label='RFImportance Validity: 0.783 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses'/><rect class='sa-hit' x='192.86' y='193.50' width='22.21' height='17.25' data-tip='RFImportance Validity: 0.910 (mean over budgets) Events per variable: 918 Dataset: miami_housing' aria-label='RFImportance Validity: 0.910 (mean over budgets) Events per variable: 918 Dataset: miami_housing'/><rect class='sa-hit' x='151.20' y='193.50' width='41.66' height='17.25' data-tip='RFImportance Validity: 0.820 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity' aria-label='RFImportance Validity: 0.820 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity'/><rect class='sa-hit' x='660.51' y='210.75' width='38.49' height='17.25' data-tip='SBE Validity: 0.681 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11' aria-label='SBE Validity: 0.681 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11'/><rect class='sa-hit' x='603.81' y='210.75' width='56.70' height='17.25' data-tip='SBE Validity: 0.815 (mean over budgets) Events per variable: 8.54 Dataset: automobile' aria-label='SBE Validity: 0.815 (mean over budgets) Events per variable: 8.54 Dataset: automobile'/><rect class='sa-hit' x='529.85' y='210.75' width='73.96' height='17.25' data-tip='SBE Validity: 0.708 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction' aria-label='SBE Validity: 0.708 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction'/><rect class='sa-hit' x='411.32' y='210.75' width='118.54' height='17.25' data-tip='SBE Validity: 0.680 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires' aria-label='SBE Validity: 0.680 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires'/><rect class='sa-hit' x='322.30' y='210.75' width='89.01' height='17.25' data-tip='SBE Validity: 0.634 (mean over budgets) Events per variable: 259 Dataset: superconductivity At this EPV: top-3' aria-label='SBE Validity: 0.634 (mean over budgets) Events per variable: 259 Dataset: superconductivity At this EPV: top-3'/><rect class='sa-hit' x='288.66' y='210.75' width='33.65' height='17.25' data-tip='SBE Validity: 0.775 (mean over budgets) Events per variable: 302 Dataset: pva_revenue_prediction_kddcup98 At this EPV: top-3, within 0.03 of the best' aria-label='SBE Validity: 0.775 (mean over budgets) Events per variable: 302 Dataset: pva_revenue_prediction_kddcup98 At this EPV: top-3, within 0.03 of the best'/><rect class='sa-hit' x='239.22' y='210.75' width='49.44' height='17.25' data-tip='SBE Validity: 0.943 (mean over budgets) Events per variable: 541 Dataset: wine_quality At this EPV: within 0.03 of the best' aria-label='SBE Validity: 0.943 (mean over budgets) Events per variable: 541 Dataset: wine_quality At this EPV: within 0.03 of the best'/><rect class='sa-hit' x='215.07' y='210.75' width='24.15' height='17.25' data-tip='SBE Validity: 0.874 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses' aria-label='SBE Validity: 0.874 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses'/><rect class='sa-hit' x='192.86' y='210.75' width='22.21' height='17.25' data-tip='SBE Validity: 0.921 (mean over budgets) Events per variable: 918 Dataset: miami_housing' aria-label='SBE Validity: 0.921 (mean over budgets) Events per variable: 918 Dataset: miami_housing'/><rect class='sa-hit' x='151.20' y='210.75' width='41.66' height='17.25' data-tip='SBE Validity: 0.712 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity' aria-label='SBE Validity: 0.712 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity'/><rect class='sa-hit' x='660.51' y='228.00' width='38.49' height='17.25' data-tip='CART Validity: 0.782 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11' aria-label='CART Validity: 0.782 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11'/><rect class='sa-hit' x='603.81' y='228.00' width='56.70' height='17.25' data-tip='CART Validity: 0.863 (mean over budgets) Events per variable: 8.54 Dataset: automobile' aria-label='CART Validity: 0.863 (mean over budgets) Events per variable: 8.54 Dataset: automobile'/><rect class='sa-hit' x='529.85' y='228.00' width='73.96' height='17.25' data-tip='CART Validity: 0.582 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction' aria-label='CART Validity: 0.582 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction'/><rect class='sa-hit' x='411.32' y='228.00' width='118.54' height='17.25' data-tip='CART Validity: 0.442 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires' aria-label='CART Validity: 0.442 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires'/><rect class='sa-hit' x='239.22' y='228.00' width='49.44' height='17.25' data-tip='CART Validity: 0.930 (mean over budgets) Events per variable: 541 Dataset: wine_quality At this EPV: within 0.03 of the best' aria-label='CART Validity: 0.930 (mean over budgets) Events per variable: 541 Dataset: wine_quality At this EPV: within 0.03 of the best'/><rect class='sa-hit' x='215.07' y='228.00' width='24.15' height='17.25' data-tip='CART Validity: 0.728 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses' aria-label='CART Validity: 0.728 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses'/><rect class='sa-hit' x='192.86' y='228.00' width='22.21' height='17.25' data-tip='CART Validity: 0.921 (mean over budgets) Events per variable: 918 Dataset: miami_housing' aria-label='CART Validity: 0.921 (mean over budgets) Events per variable: 918 Dataset: miami_housing'/><rect class='sa-hit' x='151.20' y='228.00' width='41.66' height='17.25' data-tip='CART Validity: 0.834 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity' aria-label='CART Validity: 0.834 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity'/><rect class='sa-hit' x='660.51' y='245.25' width='38.49' height='17.25' data-tip='mRMR Validity: 0.178 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11' aria-label='mRMR Validity: 0.178 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11'/><rect class='sa-hit' x='603.81' y='245.25' width='56.70' height='17.25' data-tip='mRMR Validity: 0.761 (mean over budgets) Events per variable: 8.54 Dataset: automobile' aria-label='mRMR Validity: 0.761 (mean over budgets) Events per variable: 8.54 Dataset: automobile'/><rect class='sa-hit' x='529.85' y='245.25' width='73.96' height='17.25' data-tip='mRMR Validity: 0.681 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction' aria-label='mRMR Validity: 0.681 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction'/><rect class='sa-hit' x='411.32' y='245.25' width='118.54' height='17.25' data-tip='mRMR Validity: 0.598 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires' aria-label='mRMR Validity: 0.598 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires'/><rect class='sa-hit' x='239.22' y='245.25' width='49.44' height='17.25' data-tip='mRMR Validity: 0.564 (mean over budgets) Events per variable: 541 Dataset: wine_quality' aria-label='mRMR Validity: 0.564 (mean over budgets) Events per variable: 541 Dataset: wine_quality'/><rect class='sa-hit' x='215.07' y='245.25' width='24.15' height='17.25' data-tip='mRMR Validity: 0.960 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses At this EPV: within 0.03 of the best' aria-label='mRMR Validity: 0.960 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses At this EPV: within 0.03 of the best'/><rect class='sa-hit' x='192.86' y='245.25' width='22.21' height='17.25' data-tip='mRMR Validity: 0.804 (mean over budgets) Events per variable: 918 Dataset: miami_housing' aria-label='mRMR Validity: 0.804 (mean over budgets) Events per variable: 918 Dataset: miami_housing'/><rect class='sa-hit' x='151.20' y='245.25' width='41.66' height='17.25' data-tip='mRMR Validity: 0.941 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity' aria-label='mRMR Validity: 0.941 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity'/><rect class='sa-hit' x='660.51' y='262.50' width='38.49' height='17.25' data-tip='Random Validity: 0.691 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11' aria-label='Random Validity: 0.691 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11'/><rect class='sa-hit' x='603.81' y='262.50' width='56.70' height='17.25' data-tip='Random Validity: 0.627 (mean over budgets) Events per variable: 8.54 Dataset: automobile' aria-label='Random Validity: 0.627 (mean over budgets) Events per variable: 8.54 Dataset: automobile'/><rect class='sa-hit' x='529.85' y='262.50' width='73.96' height='17.25' data-tip='Random Validity: 0.709 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction' aria-label='Random Validity: 0.709 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction'/><rect class='sa-hit' x='411.32' y='262.50' width='118.54' height='17.25' data-tip='Random Validity: 0.663 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires' aria-label='Random Validity: 0.663 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires'/><rect class='sa-hit' x='322.30' y='262.50' width='89.01' height='17.25' data-tip='Random Validity: 0.567 (mean over budgets) Events per variable: 259 Dataset: superconductivity' aria-label='Random Validity: 0.567 (mean over budgets) Events per variable: 259 Dataset: superconductivity'/><rect class='sa-hit' x='288.66' y='262.50' width='33.65' height='17.25' data-tip='Random Validity: 0.774 (mean over budgets) Events per variable: 302 Dataset: pva_revenue_prediction_kddcup98 At this EPV: top-3, within 0.03 of the best' aria-label='Random Validity: 0.774 (mean over budgets) Events per variable: 302 Dataset: pva_revenue_prediction_kddcup98 At this EPV: top-3, within 0.03 of the best'/><rect class='sa-hit' x='239.22' y='262.50' width='49.44' height='17.25' data-tip='Random Validity: 0.583 (mean over budgets) Events per variable: 541 Dataset: wine_quality' aria-label='Random Validity: 0.583 (mean over budgets) Events per variable: 541 Dataset: wine_quality'/><rect class='sa-hit' x='215.07' y='262.50' width='24.15' height='17.25' data-tip='Random Validity: 0.656 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses' aria-label='Random Validity: 0.656 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses'/><rect class='sa-hit' x='192.86' y='262.50' width='22.21' height='17.25' data-tip='Random Validity: 0.747 (mean over budgets) Events per variable: 918 Dataset: miami_housing' aria-label='Random Validity: 0.747 (mean over budgets) Events per variable: 918 Dataset: miami_housing'/><rect class='sa-hit' x='151.20' y='262.50' width='41.66' height='17.25' data-tip='Random Validity: 0.698 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity' aria-label='Random Validity: 0.698 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity'/></svg><script type='text/plain' id='sa-csv'>method,epv,validity
|
| 36 |
+
(R)ReliefF,5.6064,0.9929
|
| 37 |
+
(R)ReliefF,8.5417,0.9322
|
| 38 |
+
(R)ReliefF,19.3846,0.9346
|
| 39 |
+
(R)ReliefF,43.0833,0.6944
|
| 40 |
+
(R)ReliefF,541.4167,0.9433
|
| 41 |
+
(R)ReliefF,891.0,0.8744
|
| 42 |
+
(R)ReliefF,918.4,0.934
|
| 43 |
+
(R)ReliefF,1448.5923,0.9704
|
| 44 |
+
CART,5.6064,0.7819
|
| 45 |
+
CART,8.5417,0.8633
|
| 46 |
+
CART,19.3846,0.5824
|
| 47 |
+
CART,43.0833,0.4422
|
| 48 |
+
CART,541.4167,0.93
|
| 49 |
+
CART,891.0,0.7278
|
| 50 |
+
CART,918.4,0.9207
|
| 51 |
+
CART,1448.5923,0.8341
|
| 52 |
+
ElasticNet,5.6064,0.9735
|
| 53 |
+
ElasticNet,8.5417,0.855
|
| 54 |
+
ElasticNet,19.3846,0.8713
|
| 55 |
+
ElasticNet,43.0833,0.5422
|
| 56 |
+
ElasticNet,541.4167,0.93
|
| 57 |
+
ElasticNet,891.0,0.96
|
| 58 |
+
ElasticNet,918.4,0.9579
|
| 59 |
+
ElasticNet,1448.5923,1.0
|
| 60 |
+
F-Test,5.6064,1.0
|
| 61 |
+
F-Test,8.5417,0.8894
|
| 62 |
+
F-Test,19.3846,0.9625
|
| 63 |
+
F-Test,43.0833,0.8356
|
| 64 |
+
F-Test,541.4167,0.9433
|
| 65 |
+
F-Test,891.0,0.9433
|
| 66 |
+
F-Test,918.4,0.9446
|
| 67 |
+
F-Test,1448.5923,1.0
|
| 68 |
+
GainRatio,5.6064,0.0684
|
| 69 |
+
GainRatio,8.5417,0.9339
|
| 70 |
+
GainRatio,19.3846,0.9271
|
| 71 |
+
GainRatio,43.0833,0.6367
|
| 72 |
+
GainRatio,541.4167,0.93
|
| 73 |
+
GainRatio,891.0,0.96
|
| 74 |
+
GainRatio,918.4,0.934
|
| 75 |
+
GainRatio,1448.5923,1.0
|
| 76 |
+
LOCO,5.6064,0.5976
|
| 77 |
+
LOCO,8.5417,0.8078
|
| 78 |
+
LOCO,19.3846,0.8553
|
| 79 |
+
LOCO,43.0833,0.7556
|
| 80 |
+
LOCO,259.3049,0.975
|
| 81 |
+
LOCO,302.086,0.4526
|
| 82 |
+
LOCO,541.4167,0.9267
|
| 83 |
+
LOCO,891.0,0.8189
|
| 84 |
+
LOCO,918.4,0.9074
|
| 85 |
+
LOCO,1448.5923,0.903
|
| 86 |
+
LaplacianScore,5.6064,1.0
|
| 87 |
+
LaplacianScore,8.5417,0.96
|
| 88 |
+
LaplacianScore,19.3846,0.9346
|
| 89 |
+
LaplacianScore,43.0833,0.9433
|
| 90 |
+
LaplacianScore,541.4167,0.8211
|
| 91 |
+
LaplacianScore,891.0,0.7611
|
| 92 |
+
LaplacianScore,918.4,0.8514
|
| 93 |
+
LaplacianScore,1448.5923,0.7122
|
| 94 |
+
Lasso,5.6064,0.9735
|
| 95 |
+
Lasso,8.5417,0.855
|
| 96 |
+
Lasso,19.3846,0.8713
|
| 97 |
+
Lasso,43.0833,0.5422
|
| 98 |
+
Lasso,541.4167,0.93
|
| 99 |
+
Lasso,891.0,0.7833
|
| 100 |
+
Lasso,918.4,0.9579
|
| 101 |
+
Lasso,1448.5923,1.0
|
| 102 |
+
MI,5.6064,0.9736
|
| 103 |
+
MI,8.5417,0.9517
|
| 104 |
+
MI,19.3846,0.9192
|
| 105 |
+
MI,43.0833,0.8089
|
| 106 |
+
MI,541.4167,0.9433
|
| 107 |
+
MI,891.0,0.96
|
| 108 |
+
MI,918.4,0.9579
|
| 109 |
+
MI,1448.5923,0.9951
|
| 110 |
+
MarkovBlanket,5.6064,0.6411
|
| 111 |
+
MarkovBlanket,8.5417,0.6772
|
| 112 |
+
MarkovBlanket,19.3846,0.9346
|
| 113 |
+
MarkovBlanket,43.0833,0.6633
|
| 114 |
+
MarkovBlanket,541.4167,0.5833
|
| 115 |
+
MarkovBlanket,891.0,0.9133
|
| 116 |
+
MarkovBlanket,918.4,0.9312
|
| 117 |
+
MarkovBlanket,1448.5923,0.9975
|
| 118 |
+
RFImportance,5.6064,0.831
|
| 119 |
+
RFImportance,8.5417,0.8694
|
| 120 |
+
RFImportance,19.3846,0.6809
|
| 121 |
+
RFImportance,43.0833,0.4256
|
| 122 |
+
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data/lasagna/validity/noise_0.5/tasks_regression/plain.html
ADDED
|
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|
| 1 |
+
<!doctype html>
|
| 2 |
+
<html lang='en'><head><meta charset='utf-8'><meta name='viewport' content='width=device-width,initial-scale=1'><title>SelectArena: validity (noise 0.5, regression tasks)</title><style>
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|
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+
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x='192.86' y='55.50' width='22.21' height='17.25' data-tip='(R)ReliefF Validity: 0.934 (mean over budgets) Events per variable: 918 Dataset: miami_housing At this EPV: within 0.03 of the best' aria-label='(R)ReliefF Validity: 0.934 (mean over budgets) Events per variable: 918 Dataset: miami_housing At this EPV: within 0.03 of the best'/><rect class='sa-hit' x='151.20' y='55.50' width='41.66' height='17.25' data-tip='(R)ReliefF Validity: 0.970 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity At this EPV: within 0.03 of the best' aria-label='(R)ReliefF Validity: 0.970 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity At this EPV: within 0.03 of the best'/><rect class='sa-hit' x='660.51' y='72.75' width='38.49' height='17.25' data-tip='ElasticNet Validity: 0.974 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11 At this EPV: within 0.03 of the best' aria-label='ElasticNet Validity: 0.974 (mean over 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x='239.22' y='72.75' width='49.44' height='17.25' data-tip='ElasticNet Validity: 0.930 (mean over budgets) Events per variable: 541 Dataset: wine_quality At this EPV: within 0.03 of the best' aria-label='ElasticNet Validity: 0.930 (mean over budgets) Events per variable: 541 Dataset: wine_quality At this EPV: within 0.03 of the best'/><rect class='sa-hit' x='215.07' y='72.75' width='24.15' height='17.25' data-tip='ElasticNet Validity: 0.960 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses At this EPV: top-3, within 0.03 of the best' aria-label='ElasticNet Validity: 0.960 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses At this EPV: top-3, within 0.03 of the best'/><rect class='sa-hit' x='192.86' y='72.75' width='22.21' height='17.25' data-tip='ElasticNet Validity: 0.958 (mean over budgets) Events per variable: 918 Dataset: miami_housing At this EPV: top-3, within 0.03 of the best' aria-label='ElasticNet Validity: 0.958 (mean over budgets) 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height='17.25' data-tip='LaplacianScore Validity: 0.712 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity' aria-label='LaplacianScore Validity: 0.712 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity'/><rect class='sa-hit' x='660.51' y='107.25' width='38.49' height='17.25' data-tip='Lasso Validity: 0.974 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11 At this EPV: within 0.03 of the best' aria-label='Lasso Validity: 0.974 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11 At this EPV: within 0.03 of the best'/><rect class='sa-hit' x='603.81' y='107.25' width='56.70' height='17.25' data-tip='Lasso Validity: 0.855 (mean over budgets) Events per variable: 8.54 Dataset: automobile' aria-label='Lasso Validity: 0.855 (mean over budgets) Events per variable: 8.54 Dataset: automobile'/><rect class='sa-hit' x='529.85' y='107.25' width='73.96' height='17.25' data-tip='Lasso Validity: 0.871 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wine_quality'/><rect class='sa-hit' x='215.07' y='124.50' width='24.15' height='17.25' data-tip='SFS Validity: 0.891 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses' aria-label='SFS Validity: 0.891 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses'/><rect class='sa-hit' x='192.86' y='124.50' width='22.21' height='17.25' data-tip='SFS Validity: 0.921 (mean over budgets) Events per variable: 918 Dataset: miami_housing' aria-label='SFS Validity: 0.921 (mean over budgets) Events per variable: 918 Dataset: miami_housing'/><rect class='sa-hit' x='151.20' y='124.50' width='41.66' height='17.25' data-tip='SFS Validity: 0.804 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity' aria-label='SFS Validity: 0.804 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity'/><rect class='sa-hit' x='660.51' y='141.75' width='38.49' height='17.25' data-tip='LOCO Validity: 0.598 (mean over budgets) 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class='sa-hit' x='322.30' y='141.75' width='89.01' height='17.25' data-tip='LOCO Validity: 0.975 (mean over budgets) Events per variable: 259 Dataset: superconductivity At this EPV: top-3, within 0.03 of the best' aria-label='LOCO Validity: 0.975 (mean over budgets) Events per variable: 259 Dataset: superconductivity At this EPV: top-3, within 0.03 of the best'/><rect class='sa-hit' x='288.66' y='141.75' width='33.65' height='17.25' data-tip='LOCO Validity: 0.453 (mean over budgets) Events per variable: 302 Dataset: pva_revenue_prediction_kddcup98' aria-label='LOCO Validity: 0.453 (mean over budgets) Events per variable: 302 Dataset: pva_revenue_prediction_kddcup98'/><rect class='sa-hit' x='239.22' y='141.75' width='49.44' height='17.25' data-tip='LOCO Validity: 0.927 (mean over budgets) Events per variable: 541 Dataset: wine_quality At this EPV: within 0.03 of the best' aria-label='LOCO Validity: 0.927 (mean over budgets) Events per variable: 541 Dataset: wine_quality At this EPV: 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Validity: 0.583 (mean over budgets) Events per variable: 541 Dataset: wine_quality' aria-label='MarkovBlanket Validity: 0.583 (mean over budgets) Events per variable: 541 Dataset: wine_quality'/><rect class='sa-hit' x='215.07' y='176.25' width='24.15' height='17.25' data-tip='MarkovBlanket Validity: 0.913 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses' aria-label='MarkovBlanket Validity: 0.913 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses'/><rect class='sa-hit' x='192.86' y='176.25' width='22.21' height='17.25' data-tip='MarkovBlanket Validity: 0.931 (mean over budgets) Events per variable: 918 Dataset: miami_housing At this EPV: within 0.03 of the best' aria-label='MarkovBlanket Validity: 0.931 (mean over budgets) Events per variable: 918 Dataset: miami_housing At this EPV: within 0.03 of the best'/><rect class='sa-hit' x='151.20' y='176.25' width='41.66' height='17.25' data-tip='MarkovBlanket Validity: 0.998 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity At this EPV: within 0.03 of the best' aria-label='MarkovBlanket Validity: 0.998 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity At this EPV: within 0.03 of the best'/><rect class='sa-hit' x='660.51' y='193.50' width='38.49' height='17.25' data-tip='RFImportance Validity: 0.831 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11' aria-label='RFImportance Validity: 0.831 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11'/><rect class='sa-hit' x='603.81' y='193.50' width='56.70' height='17.25' data-tip='RFImportance Validity: 0.869 (mean over budgets) Events per variable: 8.54 Dataset: automobile' aria-label='RFImportance Validity: 0.869 (mean over budgets) Events per variable: 8.54 Dataset: automobile'/><rect class='sa-hit' x='529.85' y='193.50' width='73.96' height='17.25' data-tip='RFImportance Validity: 0.681 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction' aria-label='RFImportance Validity: 0.681 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction'/><rect class='sa-hit' x='411.32' y='193.50' width='118.54' height='17.25' data-tip='RFImportance Validity: 0.426 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires' aria-label='RFImportance Validity: 0.426 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires'/><rect class='sa-hit' x='239.22' y='193.50' width='49.44' height='17.25' data-tip='RFImportance Validity: 0.930 (mean over budgets) Events per variable: 541 Dataset: wine_quality At this EPV: within 0.03 of the best' aria-label='RFImportance Validity: 0.930 (mean over budgets) Events per variable: 541 Dataset: wine_quality At this EPV: within 0.03 of the best'/><rect class='sa-hit' x='215.07' y='193.50' width='24.15' height='17.25' data-tip='RFImportance Validity: 0.783 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses' aria-label='RFImportance Validity: 0.783 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses'/><rect class='sa-hit' x='192.86' y='193.50' width='22.21' height='17.25' data-tip='RFImportance Validity: 0.910 (mean over budgets) Events per variable: 918 Dataset: miami_housing' aria-label='RFImportance Validity: 0.910 (mean over budgets) Events per variable: 918 Dataset: miami_housing'/><rect class='sa-hit' x='151.20' y='193.50' width='41.66' height='17.25' data-tip='RFImportance Validity: 0.820 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity' aria-label='RFImportance Validity: 0.820 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity'/><rect class='sa-hit' x='660.51' y='210.75' width='38.49' height='17.25' data-tip='SBE Validity: 0.681 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11' aria-label='SBE Validity: 0.681 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11'/><rect class='sa-hit' x='603.81' y='210.75' width='56.70' height='17.25' data-tip='SBE Validity: 0.815 (mean over budgets) Events per variable: 8.54 Dataset: automobile' aria-label='SBE Validity: 0.815 (mean over budgets) Events per variable: 8.54 Dataset: automobile'/><rect class='sa-hit' x='529.85' y='210.75' width='73.96' height='17.25' data-tip='SBE Validity: 0.708 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction' aria-label='SBE Validity: 0.708 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction'/><rect class='sa-hit' x='411.32' y='210.75' width='118.54' height='17.25' data-tip='SBE Validity: 0.680 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires' aria-label='SBE Validity: 0.680 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires'/><rect class='sa-hit' x='322.30' y='210.75' width='89.01' height='17.25' data-tip='SBE Validity: 0.634 (mean over budgets) Events per variable: 259 Dataset: superconductivity At this EPV: top-3' aria-label='SBE Validity: 0.634 (mean over budgets) Events per variable: 259 Dataset: superconductivity At this EPV: top-3'/><rect class='sa-hit' x='288.66' y='210.75' width='33.65' height='17.25' data-tip='SBE Validity: 0.775 (mean over budgets) Events per variable: 302 Dataset: pva_revenue_prediction_kddcup98 At this EPV: top-3, within 0.03 of the best' aria-label='SBE Validity: 0.775 (mean over budgets) Events per variable: 302 Dataset: pva_revenue_prediction_kddcup98 At this EPV: top-3, within 0.03 of the best'/><rect class='sa-hit' x='239.22' y='210.75' width='49.44' height='17.25' data-tip='SBE Validity: 0.943 (mean over budgets) Events per variable: 541 Dataset: wine_quality At this EPV: within 0.03 of the best' aria-label='SBE Validity: 0.943 (mean over budgets) Events per variable: 541 Dataset: wine_quality At this EPV: within 0.03 of the best'/><rect class='sa-hit' x='215.07' y='210.75' width='24.15' height='17.25' data-tip='SBE Validity: 0.874 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses' aria-label='SBE Validity: 0.874 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses'/><rect class='sa-hit' x='192.86' y='210.75' width='22.21' height='17.25' data-tip='SBE Validity: 0.921 (mean over budgets) Events per variable: 918 Dataset: miami_housing' aria-label='SBE Validity: 0.921 (mean over budgets) Events per variable: 918 Dataset: miami_housing'/><rect class='sa-hit' x='151.20' y='210.75' width='41.66' height='17.25' data-tip='SBE Validity: 0.712 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity' aria-label='SBE Validity: 0.712 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity'/><rect class='sa-hit' x='660.51' y='228.00' width='38.49' height='17.25' data-tip='CART Validity: 0.782 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11' aria-label='CART Validity: 0.782 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11'/><rect class='sa-hit' x='603.81' y='228.00' width='56.70' height='17.25' data-tip='CART Validity: 0.863 (mean over budgets) Events per variable: 8.54 Dataset: automobile' aria-label='CART Validity: 0.863 (mean over budgets) Events per variable: 8.54 Dataset: automobile'/><rect class='sa-hit' x='529.85' y='228.00' width='73.96' height='17.25' data-tip='CART Validity: 0.582 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction' aria-label='CART Validity: 0.582 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction'/><rect class='sa-hit' x='411.32' y='228.00' width='118.54' height='17.25' data-tip='CART Validity: 0.442 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires' aria-label='CART Validity: 0.442 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires'/><rect class='sa-hit' x='239.22' y='228.00' width='49.44' height='17.25' data-tip='CART Validity: 0.930 (mean over budgets) Events per variable: 541 Dataset: wine_quality At this EPV: within 0.03 of the best' aria-label='CART Validity: 0.930 (mean over budgets) Events per variable: 541 Dataset: wine_quality At this EPV: within 0.03 of the best'/><rect class='sa-hit' x='215.07' y='228.00' width='24.15' height='17.25' data-tip='CART Validity: 0.728 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses' aria-label='CART Validity: 0.728 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses'/><rect class='sa-hit' x='192.86' y='228.00' width='22.21' height='17.25' data-tip='CART Validity: 0.921 (mean over budgets) Events per variable: 918 Dataset: miami_housing' aria-label='CART Validity: 0.921 (mean over budgets) Events per variable: 918 Dataset: miami_housing'/><rect class='sa-hit' x='151.20' y='228.00' width='41.66' height='17.25' data-tip='CART Validity: 0.834 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity' aria-label='CART Validity: 0.834 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity'/><rect class='sa-hit' x='660.51' y='245.25' width='38.49' height='17.25' data-tip='mRMR Validity: 0.178 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11' aria-label='mRMR Validity: 0.178 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11'/><rect class='sa-hit' x='603.81' y='245.25' width='56.70' height='17.25' data-tip='mRMR Validity: 0.761 (mean over budgets) Events per variable: 8.54 Dataset: automobile' aria-label='mRMR Validity: 0.761 (mean over budgets) Events per variable: 8.54 Dataset: automobile'/><rect class='sa-hit' x='529.85' y='245.25' width='73.96' height='17.25' data-tip='mRMR Validity: 0.681 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction' aria-label='mRMR Validity: 0.681 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction'/><rect class='sa-hit' x='411.32' y='245.25' width='118.54' height='17.25' data-tip='mRMR Validity: 0.598 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires' aria-label='mRMR Validity: 0.598 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires'/><rect class='sa-hit' x='239.22' y='245.25' width='49.44' height='17.25' data-tip='mRMR Validity: 0.564 (mean over budgets) Events per variable: 541 Dataset: wine_quality' aria-label='mRMR Validity: 0.564 (mean over budgets) Events per variable: 541 Dataset: wine_quality'/><rect class='sa-hit' x='215.07' y='245.25' width='24.15' height='17.25' data-tip='mRMR Validity: 0.960 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses At this EPV: within 0.03 of the best' aria-label='mRMR Validity: 0.960 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses At this EPV: within 0.03 of the best'/><rect class='sa-hit' x='192.86' y='245.25' width='22.21' height='17.25' data-tip='mRMR Validity: 0.804 (mean over budgets) Events per variable: 918 Dataset: miami_housing' aria-label='mRMR Validity: 0.804 (mean over budgets) Events per variable: 918 Dataset: miami_housing'/><rect class='sa-hit' x='151.20' y='245.25' width='41.66' height='17.25' data-tip='mRMR Validity: 0.941 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity' aria-label='mRMR Validity: 0.941 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity'/><rect class='sa-hit' x='660.51' y='262.50' width='38.49' height='17.25' data-tip='Random Validity: 0.691 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11' aria-label='Random Validity: 0.691 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11'/><rect class='sa-hit' x='603.81' y='262.50' width='56.70' height='17.25' data-tip='Random Validity: 0.627 (mean over budgets) Events per variable: 8.54 Dataset: automobile' aria-label='Random Validity: 0.627 (mean over budgets) Events per variable: 8.54 Dataset: automobile'/><rect class='sa-hit' x='529.85' y='262.50' width='73.96' height='17.25' data-tip='Random Validity: 0.709 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction' aria-label='Random Validity: 0.709 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction'/><rect class='sa-hit' x='411.32' y='262.50' width='118.54' height='17.25' data-tip='Random Validity: 0.663 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires' aria-label='Random Validity: 0.663 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires'/><rect class='sa-hit' x='322.30' y='262.50' width='89.01' height='17.25' data-tip='Random Validity: 0.567 (mean over budgets) Events per variable: 259 Dataset: superconductivity' aria-label='Random Validity: 0.567 (mean over budgets) Events per variable: 259 Dataset: superconductivity'/><rect class='sa-hit' x='288.66' y='262.50' width='33.65' height='17.25' data-tip='Random Validity: 0.774 (mean over budgets) Events per variable: 302 Dataset: pva_revenue_prediction_kddcup98 At this EPV: top-3, within 0.03 of the best' aria-label='Random Validity: 0.774 (mean over budgets) Events per variable: 302 Dataset: pva_revenue_prediction_kddcup98 At this EPV: top-3, within 0.03 of the best'/><rect class='sa-hit' x='239.22' y='262.50' width='49.44' height='17.25' data-tip='Random Validity: 0.583 (mean over budgets) Events per variable: 541 Dataset: wine_quality' aria-label='Random Validity: 0.583 (mean over budgets) Events per variable: 541 Dataset: wine_quality'/><rect class='sa-hit' x='215.07' y='262.50' width='24.15' height='17.25' data-tip='Random Validity: 0.656 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses' aria-label='Random Validity: 0.656 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses'/><rect class='sa-hit' x='192.86' y='262.50' width='22.21' height='17.25' data-tip='Random Validity: 0.747 (mean over budgets) Events per variable: 918 Dataset: miami_housing' aria-label='Random Validity: 0.747 (mean over budgets) Events per variable: 918 Dataset: miami_housing'/><rect class='sa-hit' x='151.20' y='262.50' width='41.66' height='17.25' data-tip='Random Validity: 0.698 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity' aria-label='Random Validity: 0.698 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity'/></svg><script type='text/plain' id='sa-csv'>method,epv,validity
|
| 36 |
+
(R)ReliefF,5.6064,0.9929
|
| 37 |
+
(R)ReliefF,8.5417,0.9322
|
| 38 |
+
(R)ReliefF,19.3846,0.9346
|
| 39 |
+
(R)ReliefF,43.0833,0.6944
|
| 40 |
+
(R)ReliefF,541.4167,0.9433
|
| 41 |
+
(R)ReliefF,891.0,0.8744
|
| 42 |
+
(R)ReliefF,918.4,0.934
|
| 43 |
+
(R)ReliefF,1448.5923,0.9704
|
| 44 |
+
CART,5.6064,0.7819
|
| 45 |
+
CART,8.5417,0.8633
|
| 46 |
+
CART,19.3846,0.5824
|
| 47 |
+
CART,43.0833,0.4422
|
| 48 |
+
CART,541.4167,0.93
|
| 49 |
+
CART,891.0,0.7278
|
| 50 |
+
CART,918.4,0.9207
|
| 51 |
+
CART,1448.5923,0.8341
|
| 52 |
+
ElasticNet,5.6064,0.9735
|
| 53 |
+
ElasticNet,8.5417,0.855
|
| 54 |
+
ElasticNet,19.3846,0.8713
|
| 55 |
+
ElasticNet,43.0833,0.5422
|
| 56 |
+
ElasticNet,541.4167,0.93
|
| 57 |
+
ElasticNet,891.0,0.96
|
| 58 |
+
ElasticNet,918.4,0.9579
|
| 59 |
+
ElasticNet,1448.5923,1.0
|
| 60 |
+
F-Test,5.6064,1.0
|
| 61 |
+
F-Test,8.5417,0.8894
|
| 62 |
+
F-Test,19.3846,0.9625
|
| 63 |
+
F-Test,43.0833,0.8356
|
| 64 |
+
F-Test,541.4167,0.9433
|
| 65 |
+
F-Test,891.0,0.9433
|
| 66 |
+
F-Test,918.4,0.9446
|
| 67 |
+
F-Test,1448.5923,1.0
|
| 68 |
+
GainRatio,5.6064,0.0684
|
| 69 |
+
GainRatio,8.5417,0.9339
|
| 70 |
+
GainRatio,19.3846,0.9271
|
| 71 |
+
GainRatio,43.0833,0.6367
|
| 72 |
+
GainRatio,541.4167,0.93
|
| 73 |
+
GainRatio,891.0,0.96
|
| 74 |
+
GainRatio,918.4,0.934
|
| 75 |
+
GainRatio,1448.5923,1.0
|
| 76 |
+
LOCO,5.6064,0.5976
|
| 77 |
+
LOCO,8.5417,0.8078
|
| 78 |
+
LOCO,19.3846,0.8553
|
| 79 |
+
LOCO,43.0833,0.7556
|
| 80 |
+
LOCO,259.3049,0.975
|
| 81 |
+
LOCO,302.086,0.4526
|
| 82 |
+
LOCO,541.4167,0.9267
|
| 83 |
+
LOCO,891.0,0.8189
|
| 84 |
+
LOCO,918.4,0.9074
|
| 85 |
+
LOCO,1448.5923,0.903
|
| 86 |
+
LaplacianScore,5.6064,1.0
|
| 87 |
+
LaplacianScore,8.5417,0.96
|
| 88 |
+
LaplacianScore,19.3846,0.9346
|
| 89 |
+
LaplacianScore,43.0833,0.9433
|
| 90 |
+
LaplacianScore,541.4167,0.8211
|
| 91 |
+
LaplacianScore,891.0,0.7611
|
| 92 |
+
LaplacianScore,918.4,0.8514
|
| 93 |
+
LaplacianScore,1448.5923,0.7122
|
| 94 |
+
Lasso,5.6064,0.9735
|
| 95 |
+
Lasso,8.5417,0.855
|
| 96 |
+
Lasso,19.3846,0.8713
|
| 97 |
+
Lasso,43.0833,0.5422
|
| 98 |
+
Lasso,541.4167,0.93
|
| 99 |
+
Lasso,891.0,0.7833
|
| 100 |
+
Lasso,918.4,0.9579
|
| 101 |
+
Lasso,1448.5923,1.0
|
| 102 |
+
MI,5.6064,0.9736
|
| 103 |
+
MI,8.5417,0.9517
|
| 104 |
+
MI,19.3846,0.9192
|
| 105 |
+
MI,43.0833,0.8089
|
| 106 |
+
MI,541.4167,0.9433
|
| 107 |
+
MI,891.0,0.96
|
| 108 |
+
MI,918.4,0.9579
|
| 109 |
+
MI,1448.5923,0.9951
|
| 110 |
+
MarkovBlanket,5.6064,0.6411
|
| 111 |
+
MarkovBlanket,8.5417,0.6772
|
| 112 |
+
MarkovBlanket,19.3846,0.9346
|
| 113 |
+
MarkovBlanket,43.0833,0.6633
|
| 114 |
+
MarkovBlanket,541.4167,0.5833
|
| 115 |
+
MarkovBlanket,891.0,0.9133
|
| 116 |
+
MarkovBlanket,918.4,0.9312
|
| 117 |
+
MarkovBlanket,1448.5923,0.9975
|
| 118 |
+
RFImportance,5.6064,0.831
|
| 119 |
+
RFImportance,8.5417,0.8694
|
| 120 |
+
RFImportance,19.3846,0.6809
|
| 121 |
+
RFImportance,43.0833,0.4256
|
| 122 |
+
RFImportance,541.4167,0.93
|
| 123 |
+
RFImportance,891.0,0.7833
|
| 124 |
+
RFImportance,918.4,0.9102
|
| 125 |
+
RFImportance,1448.5923,0.8198
|
| 126 |
+
Random,5.6064,0.6912
|
| 127 |
+
Random,8.5417,0.6272
|
| 128 |
+
Random,19.3846,0.7088
|
| 129 |
+
Random,43.0833,0.6633
|
| 130 |
+
Random,259.3049,0.5667
|
| 131 |
+
Random,302.086,0.7744
|
| 132 |
+
Random,541.4167,0.5833
|
| 133 |
+
Random,891.0,0.6556
|
| 134 |
+
Random,918.4,0.7471
|
| 135 |
+
Random,1448.5923,0.6982
|
| 136 |
+
SBE,5.6064,0.6811
|
| 137 |
+
SBE,8.5417,0.815
|
| 138 |
+
SBE,19.3846,0.7081
|
| 139 |
+
SBE,43.0833,0.68
|
| 140 |
+
SBE,259.3049,0.6342
|
| 141 |
+
SBE,302.086,0.7752
|
| 142 |
+
SBE,541.4167,0.9433
|
| 143 |
+
SBE,891.0,0.8744
|
| 144 |
+
SBE,918.4,0.9207
|
| 145 |
+
SBE,1448.5923,0.7125
|
| 146 |
+
SFS,5.6064,0.735
|
| 147 |
+
SFS,8.5417,0.7761
|
| 148 |
+
SFS,19.3846,0.8207
|
| 149 |
+
SFS,43.0833,0.9211
|
| 150 |
+
SFS,259.3049,0.8942
|
| 151 |
+
SFS,302.086,0.7201
|
| 152 |
+
SFS,541.4167,0.8211
|
| 153 |
+
SFS,891.0,0.8911
|
| 154 |
+
SFS,918.4,0.9207
|
| 155 |
+
SFS,1448.5923,0.8037
|
| 156 |
+
mRMR,5.6064,0.1784
|
| 157 |
+
mRMR,8.5417,0.7611
|
| 158 |
+
mRMR,19.3846,0.6809
|
| 159 |
+
mRMR,43.0833,0.5978
|
| 160 |
+
mRMR,541.4167,0.5644
|
| 161 |
+
mRMR,891.0,0.96
|
| 162 |
+
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|
| 1 |
+
<!doctype html>
|
| 2 |
+
<html lang='en'><head><meta charset='utf-8'><meta name='viewport' content='width=device-width,initial-scale=1'><title>SelectArena: validity (noise 0.75, multiclass tasks)</title><style>
|
| 3 |
+
:root { --fg:#1f2328; --muted:#59636e; --bg:#ffffff; --line:#d1d9e0; --soft:#f6f8fa; --accent:#0072B2; }
|
| 4 |
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@media (prefers-color-scheme: dark) {
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}
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html, body { margin:0; padding:0; background:var(--bg); color:var(--fg);
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font:14px/1.45 system-ui,-apple-system,"Segoe UI",Roboto,sans-serif; }
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| 19 |
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#sa-tip b { font-weight:600; }
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| 20 |
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y='262.50' width='33.76' height='17.55' fill='#f7fbff' shape-rendering='crispEdges'/><rect x='379.41' y='262.50' width='53.39' height='17.55' fill='#f7fbff' shape-rendering='crispEdges'/><rect x='346.97' y='262.50' width='32.74' height='17.55' fill='#f7fbff' shape-rendering='crispEdges'/><rect x='281.10' y='262.50' width='66.17' height='17.55' fill='#f7fbff' shape-rendering='crispEdges'/><rect x='151.20' y='262.50' width='130.20' height='17.55' fill='#f7fbff' shape-rendering='crispEdges'/><rect class='sa-frame-line' x='151.2' y='21.0' width='502.8' height='258.8' stroke-opacity='0.8'/><text class='sa-text' x='142.2' y='29.6' text-anchor='end' dominant-baseline='central' font-size='14.2'>F-Test</text><text class='sa-text' x='142.2' y='46.9' text-anchor='end' dominant-baseline='central' font-size='14.2'>MI</text><text class='sa-text' x='142.2' y='64.1' text-anchor='end' dominant-baseline='central' font-size='14.2'>GainRatio</text><text class='sa-text' x='142.2' y='81.4' text-anchor='end' dominant-baseline='central' font-size='14.2'>(R)ReliefF</text><text class='sa-text' x='142.2' y='98.6' text-anchor='end' dominant-baseline='central' font-size='14.2'>ElasticNet</text><text class='sa-text' x='142.2' y='115.9' text-anchor='end' dominant-baseline='central' font-size='14.2'>Lasso</text><text class='sa-text' x='142.2' y='133.1' text-anchor='end' dominant-baseline='central' font-size='14.2'>mRMR</text><text class='sa-text' x='142.2' y='150.4' text-anchor='end' dominant-baseline='central' font-size='14.2'>LaplacianScore</text><text class='sa-text' x='142.2' y='167.6' text-anchor='end' dominant-baseline='central' font-size='14.2'>RFImportance</text><text class='sa-text' x='142.2' y='184.9' text-anchor='end' dominant-baseline='central' font-size='14.2'>CART</text><text class='sa-text' x='142.2' y='202.1' text-anchor='end' dominant-baseline='central' font-size='14.2'>SFS</text><text class='sa-text' x='142.2' y='219.4' text-anchor='end' dominant-baseline='central' font-size='14.2'>LOCO</text><text class='sa-text' x='142.2' y='236.6' text-anchor='end' dominant-baseline='central' font-size='14.2'>SBE</text><text class='sa-text' x='142.2' y='253.9' text-anchor='end' dominant-baseline='central' font-size='14.2'>Random</text><text class='sa-text' x='142.2' y='271.1' text-anchor='end' dominant-baseline='central' font-size='14.2'>MarkovBlanket</text><line class='sa-ink' x1='635.2' x2='635.2' y1='279.8' y2='285.8' stroke-width='1'/><text class='sa-text' x='635.2' y='300.8' text-anchor='middle' font-size='13.5'>0.0</text><line class='sa-ink' x1='504.5' x2='504.5' y1='279.8' y2='285.8' stroke-width='1'/><text class='sa-text' x='504.5' y='300.8' text-anchor='middle' font-size='13.5'>0.1</text><line class='sa-ink' x1='410.9' x2='410.9' y1='279.8' y2='285.8' stroke-width='1'/><text class='sa-text' x='410.9' y='300.8' text-anchor='middle' font-size='13.5'>2.5</text><line class='sa-ink' x1='346.1' x2='346.1' y1='279.8' y2='285.8' stroke-width='1'/><text class='sa-text' x='346.1' y='300.8' text-anchor='middle' font-size='13.5'>22.1</text><line class='sa-ink' x1='216.2' x2='216.2' y1='279.8' y2='285.8' stroke-width='1'/><text class='sa-text' x='216.2' y='300.8' text-anchor='middle' font-size='13.5'>1723.7</text><text class='sa-text' x='402.6' y='324.8' text-anchor='middle' font-size='15'>Events per Variable</text><rect x='675.0' y='129.4' width='18.0' height='15.0' fill='#08306b' class='sa-point' stroke-width='0.6'/><text class='sa-text' x='699.0' y='142.1' font-size='13.5'>Within Threshold</text><rect x='675.0' y='156.4' width='18.0' height='15.0' fill='#f7fbff' class='sa-point' stroke-width='0.6'/><text class='sa-text' x='699.0' y='169.1' font-size='13.5'>Outside Threshold</text><rect class='sa-hit' x='616.39' y='21.00' width='37.61' height='17.25' data-tip='F-Test Validity: 1.000 (mean over budgets) Events per variable: 0.00135 Dataset: lung_cancer At this EPV: top-3, within 0.03 of the best' aria-label='F-Test Validity: 1.000 (mean 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y='72.75' width='9.84' height='17.25' data-tip='(R)ReliefF Validity: 0.868 (mean over budgets) Events per variable: 0.211 Dataset: anneal At this EPV: top-3, within 0.03 of the best' aria-label='(R)ReliefF Validity: 0.868 (mean over budgets) Events per variable: 0.211 Dataset: anneal At this EPV: top-3, within 0.03 of the best'/><rect class='sa-hit' x='480.54' y='72.75' width='3.41' height='17.25' data-tip='(R)ReliefF Validity: 0.874 (mean over budgets) Events per variable: 0.221 Dataset: ancestry_study' aria-label='(R)ReliefF Validity: 0.874 (mean over budgets) Events per variable: 0.221 Dataset: ancestry_study'/><rect class='sa-hit' x='465.96' y='72.75' width='14.58' height='17.25' data-tip='(R)ReliefF Validity: 0.866 (mean over budgets) Events per variable: 0.265 Dataset: audiology_diagnosis' aria-label='(R)ReliefF Validity: 0.866 (mean over budgets) Events per variable: 0.265 Dataset: audiology_diagnosis'/><rect class='sa-hit' x='432.50' y='72.75' width='33.46' height='17.25' 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best'/><rect class='sa-hit' x='483.95' y='90.00' width='9.84' height='17.25' data-tip='ElasticNet Validity: 0.742 (mean over budgets) Events per variable: 0.211 Dataset: anneal' aria-label='ElasticNet Validity: 0.742 (mean over budgets) Events per variable: 0.211 Dataset: anneal'/><rect class='sa-hit' x='480.54' y='90.00' width='3.41' height='17.25' data-tip='ElasticNet Validity: 0.952 (mean over budgets) Events per variable: 0.221 Dataset: ancestry_study At this EPV: top-3, within 0.03 of the best' aria-label='ElasticNet Validity: 0.952 (mean over budgets) Events per variable: 0.221 Dataset: ancestry_study At this EPV: top-3, within 0.03 of the best'/><rect class='sa-hit' x='465.96' y='90.00' width='14.58' height='17.25' data-tip='ElasticNet Validity: 0.834 (mean over budgets) Events per variable: 0.265 Dataset: audiology_diagnosis' aria-label='ElasticNet Validity: 0.834 (mean over budgets) Events per variable: 0.265 Dataset: audiology_diagnosis'/><rect class='sa-hit' x='432.50' y='90.00' width='33.46' height='17.25' data-tip='ElasticNet Validity: 0.838 (mean over budgets) Events per variable: 0.588 Dataset: ljubljana_primary_tumor' aria-label='ElasticNet Validity: 0.838 (mean over budgets) Events per variable: 0.588 Dataset: ljubljana_primary_tumor'/><rect class='sa-hit' x='379.41' y='90.00' width='53.09' height='17.25' data-tip='ElasticNet Validity: 0.784 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival' aria-label='ElasticNet Validity: 0.784 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival'/><rect class='sa-hit' x='346.97' y='90.00' width='32.44' height='17.25' data-tip='ElasticNet Validity: 1.000 (mean over budgets) Events per variable: 20.7 Dataset: otto_group_product_classification_challenge At this EPV: within 0.03 of the best' aria-label='ElasticNet Validity: 1.000 (mean over budgets) Events per variable: 20.7 Dataset: otto_group_product_classification_challenge At this EPV: within 0.03 of the best'/><rect class='sa-hit' x='281.10' y='90.00' width='65.87' height='17.25' data-tip='ElasticNet Validity: 0.818 (mean over budgets) Events per variable: 22.1 Dataset: predict_students_dropout_and_academic_success' aria-label='ElasticNet Validity: 0.818 (mean over budgets) Events per variable: 22.1 Dataset: predict_students_dropout_and_academic_success'/><rect class='sa-hit' x='151.20' y='90.00' width='129.90' height='17.25' data-tip='ElasticNet Validity: 0.907 (mean over budgets) Events per variable: 1.72e+03 Dataset: sdss_17 At this EPV: within 0.03 of the best' aria-label='ElasticNet Validity: 0.907 (mean over budgets) Events per variable: 1.72e+03 Dataset: sdss_17 At this EPV: within 0.03 of the best'/><rect class='sa-hit' x='616.39' y='107.25' width='37.61' height='17.25' data-tip='Lasso Validity: 0.804 (mean over budgets) Events per variable: 0.00135 Dataset: lung_cancer' aria-label='Lasso Validity: 0.804 (mean over budgets) Events per variable: 0.00135 Dataset: lung_cancer'/><rect class='sa-hit' x='551.07' y='107.25' width='65.32' height='17.25' data-tip='Lasso Validity: 0.886 (mean over budgets) Events per variable: 0.00477 Dataset: srbct_prediction' aria-label='Lasso Validity: 0.886 (mean over budgets) Events per variable: 0.00477 Dataset: srbct_prediction'/><rect class='sa-hit' x='503.72' y='107.25' width='47.34' height='17.25' data-tip='Lasso Validity: 0.941 (mean over budgets) Events per variable: 0.108 Dataset: mic At this EPV: top-3' aria-label='Lasso Validity: 0.941 (mean over budgets) Events per variable: 0.108 Dataset: mic At this EPV: top-3'/><rect class='sa-hit' x='493.79' y='107.25' width='9.93' height='17.25' data-tip='Lasso Validity: 0.877 (mean over budgets) Events per variable: 0.114 Dataset: soybean_large' aria-label='Lasso Validity: 0.877 (mean over budgets) Events per variable: 0.114 Dataset: soybean_large'/><rect class='sa-hit' x='483.95' y='107.25' width='9.84' height='17.25' data-tip='Lasso Validity: 0.657 (mean over 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Dataset: ljubljana_primary_tumor'/><rect class='sa-hit' x='379.41' y='107.25' width='53.09' height='17.25' data-tip='Lasso Validity: 0.763 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival' aria-label='Lasso Validity: 0.763 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival'/><rect class='sa-hit' x='346.97' y='107.25' width='32.44' height='17.25' data-tip='Lasso Validity: 1.000 (mean over budgets) Events per variable: 20.7 Dataset: otto_group_product_classification_challenge At this EPV: within 0.03 of the best' aria-label='Lasso Validity: 1.000 (mean over budgets) Events per variable: 20.7 Dataset: otto_group_product_classification_challenge At this EPV: within 0.03 of the best'/><rect class='sa-hit' x='281.10' y='107.25' width='65.87' height='17.25' data-tip='Lasso Validity: 0.801 (mean over budgets) Events per variable: 22.1 Dataset: predict_students_dropout_and_academic_success' aria-label='Lasso Validity: 0.801 (mean over budgets) 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variable: 0.00477 Dataset: srbct_prediction At this EPV: within 0.03 of the best'/><rect class='sa-hit' x='503.72' y='124.50' width='47.34' height='17.25' data-tip='mRMR Validity: 0.745 (mean over budgets) Events per variable: 0.108 Dataset: mic' aria-label='mRMR Validity: 0.745 (mean over budgets) Events per variable: 0.108 Dataset: mic'/><rect class='sa-hit' x='493.79' y='124.50' width='9.93' height='17.25' data-tip='mRMR Validity: 0.888 (mean over budgets) Events per variable: 0.114 Dataset: soybean_large At this EPV: within 0.03 of the best' aria-label='mRMR Validity: 0.888 (mean over budgets) Events per variable: 0.114 Dataset: soybean_large At this EPV: within 0.03 of the best'/><rect class='sa-hit' x='483.95' y='124.50' width='9.84' height='17.25' data-tip='mRMR Validity: 0.805 (mean over budgets) Events per variable: 0.211 Dataset: anneal' aria-label='mRMR Validity: 0.805 (mean over budgets) Events per variable: 0.211 Dataset: anneal'/><rect class='sa-hit' x='480.54' y='124.50' 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class='sa-hit' x='379.41' y='124.50' width='53.09' height='17.25' data-tip='mRMR Validity: 0.799 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival' aria-label='mRMR Validity: 0.799 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival'/><rect class='sa-hit' x='346.97' y='124.50' width='32.44' height='17.25' data-tip='mRMR Validity: 1.000 (mean over budgets) Events per variable: 20.7 Dataset: otto_group_product_classification_challenge At this EPV: within 0.03 of the best' aria-label='mRMR Validity: 1.000 (mean over budgets) Events per variable: 20.7 Dataset: otto_group_product_classification_challenge At this EPV: within 0.03 of the best'/><rect class='sa-hit' x='281.10' y='124.50' width='65.87' height='17.25' data-tip='mRMR Validity: 0.683 (mean over budgets) Events per variable: 22.1 Dataset: predict_students_dropout_and_academic_success' aria-label='mRMR Validity: 0.683 (mean over budgets) Events per variable: 22.1 Dataset: 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Events per variable: 0.588 Dataset: ljubljana_primary_tumor'/><rect class='sa-hit' x='379.41' y='141.75' width='53.09' height='17.25' data-tip='LaplacianScore Validity: 0.833 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival At this EPV: top-3' aria-label='LaplacianScore Validity: 0.833 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival At this EPV: top-3'/><rect class='sa-hit' x='346.97' y='141.75' width='32.44' height='17.25' data-tip='LaplacianScore Validity: 1.000 (mean over budgets) Events per variable: 20.7 Dataset: otto_group_product_classification_challenge At this EPV: within 0.03 of the best' aria-label='LaplacianScore Validity: 1.000 (mean over budgets) Events per variable: 20.7 Dataset: otto_group_product_classification_challenge At this EPV: within 0.03 of the best'/><rect class='sa-hit' x='281.10' y='141.75' width='65.87' height='17.25' data-tip='LaplacianScore Validity: 0.802 (mean over budgets) Events per variable: 22.1 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aria-label='RFImportance Validity: 0.929 (mean over budgets) Events per variable: 0.00477 Dataset: srbct_prediction'/><rect class='sa-hit' x='503.72' y='159.00' width='47.34' height='17.25' data-tip='RFImportance Validity: 0.848 (mean over budgets) Events per variable: 0.108 Dataset: mic' aria-label='RFImportance Validity: 0.848 (mean over budgets) Events per variable: 0.108 Dataset: mic'/><rect class='sa-hit' x='493.79' y='159.00' width='9.93' height='17.25' data-tip='RFImportance Validity: 0.872 (mean over budgets) Events per variable: 0.114 Dataset: soybean_large' aria-label='RFImportance Validity: 0.872 (mean over budgets) Events per variable: 0.114 Dataset: soybean_large'/><rect class='sa-hit' x='483.95' y='159.00' width='9.84' height='17.25' data-tip='RFImportance Validity: 0.728 (mean over budgets) Events per variable: 0.211 Dataset: anneal' aria-label='RFImportance Validity: 0.728 (mean over budgets) Events per variable: 0.211 Dataset: anneal'/><rect class='sa-hit' x='480.54' 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(mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival' aria-label='RFImportance Validity: 0.693 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival'/><rect class='sa-hit' x='346.97' y='159.00' width='32.44' height='17.25' data-tip='RFImportance Validity: 0.923 (mean over budgets) Events per variable: 20.7 Dataset: otto_group_product_classification_challenge' aria-label='RFImportance Validity: 0.923 (mean over budgets) Events per variable: 20.7 Dataset: otto_group_product_classification_challenge'/><rect class='sa-hit' x='281.10' y='159.00' width='65.87' height='17.25' data-tip='RFImportance Validity: 0.611 (mean over budgets) Events per variable: 22.1 Dataset: predict_students_dropout_and_academic_success' aria-label='RFImportance Validity: 0.611 (mean over budgets) Events per variable: 22.1 Dataset: predict_students_dropout_and_academic_success'/><rect class='sa-hit' x='151.20' y='159.00' width='129.90' height='17.25' data-tip='RFImportance Validity: 0.879 (mean over budgets) Events per variable: 1.72e+03 Dataset: sdss_17 At this EPV: within 0.03 of the best' aria-label='RFImportance Validity: 0.879 (mean over budgets) Events per variable: 1.72e+03 Dataset: sdss_17 At this EPV: within 0.03 of the best'/><rect class='sa-hit' x='616.39' y='176.25' width='37.61' height='17.25' data-tip='CART Validity: 0.650 (mean over budgets) Events per variable: 0.00135 Dataset: lung_cancer' aria-label='CART Validity: 0.650 (mean over budgets) Events per variable: 0.00135 Dataset: lung_cancer'/><rect class='sa-hit' x='551.07' y='176.25' width='65.32' height='17.25' data-tip='CART Validity: 0.727 (mean over budgets) Events per variable: 0.00477 Dataset: srbct_prediction' aria-label='CART Validity: 0.727 (mean over budgets) Events per variable: 0.00477 Dataset: srbct_prediction'/><rect class='sa-hit' x='503.72' y='176.25' width='47.34' height='17.25' data-tip='CART Validity: 0.565 (mean over budgets) Events per variable: 0.108 Dataset: mic' aria-label='CART Validity: 0.565 (mean over budgets) Events per variable: 0.108 Dataset: mic'/><rect class='sa-hit' x='493.79' y='176.25' width='9.93' height='17.25' data-tip='CART Validity: 0.809 (mean over budgets) Events per variable: 0.114 Dataset: soybean_large' aria-label='CART Validity: 0.809 (mean over budgets) Events per variable: 0.114 Dataset: soybean_large'/><rect class='sa-hit' x='483.95' y='176.25' width='9.84' height='17.25' data-tip='CART Validity: 0.713 (mean over budgets) Events per variable: 0.211 Dataset: anneal' aria-label='CART Validity: 0.713 (mean over budgets) Events per variable: 0.211 Dataset: anneal'/><rect class='sa-hit' x='480.54' y='176.25' width='3.41' height='17.25' data-tip='CART Validity: 0.859 (mean over budgets) Events per variable: 0.221 Dataset: ancestry_study' aria-label='CART Validity: 0.859 (mean over budgets) Events per variable: 0.221 Dataset: ancestry_study'/><rect class='sa-hit' x='465.96' y='176.25' width='14.58' height='17.25' data-tip='CART Validity: 0.855 (mean over budgets) Events per variable: 0.265 Dataset: audiology_diagnosis' aria-label='CART Validity: 0.855 (mean over budgets) Events per variable: 0.265 Dataset: audiology_diagnosis'/><rect class='sa-hit' x='432.50' y='176.25' width='33.46' height='17.25' data-tip='CART Validity: 0.767 (mean over budgets) Events per variable: 0.588 Dataset: ljubljana_primary_tumor' aria-label='CART Validity: 0.767 (mean over budgets) Events per variable: 0.588 Dataset: ljubljana_primary_tumor'/><rect class='sa-hit' x='379.41' y='176.25' width='53.09' height='17.25' data-tip='CART Validity: 0.611 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival' aria-label='CART Validity: 0.611 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival'/><rect class='sa-hit' x='346.97' y='176.25' width='32.44' height='17.25' data-tip='CART Validity: 0.888 (mean over budgets) Events per variable: 20.7 Dataset: otto_group_product_classification_challenge' aria-label='CART Validity: 0.888 (mean over budgets) Events per variable: 20.7 Dataset: otto_group_product_classification_challenge'/><rect class='sa-hit' x='281.10' y='176.25' width='65.87' height='17.25' data-tip='CART Validity: 0.599 (mean over budgets) Events per variable: 22.1 Dataset: predict_students_dropout_and_academic_success' aria-label='CART Validity: 0.599 (mean over budgets) Events per variable: 22.1 Dataset: predict_students_dropout_and_academic_success'/><rect class='sa-hit' x='151.20' y='176.25' width='129.90' height='17.25' data-tip='CART Validity: 0.823 (mean over budgets) Events per variable: 1.72e+03 Dataset: sdss_17' aria-label='CART Validity: 0.823 (mean over budgets) Events per variable: 1.72e+03 Dataset: sdss_17'/><rect class='sa-hit' x='616.39' y='193.50' width='37.61' height='17.25' data-tip='SFS Validity: 0.635 (mean over budgets) Events per variable: 0.00135 Dataset: lung_cancer' aria-label='SFS Validity: 0.635 (mean over budgets) Events per variable: 0.00135 Dataset: lung_cancer'/><rect class='sa-hit' x='551.07' y='193.50' width='65.32' height='17.25' data-tip='SFS Validity: 0.600 (mean over budgets) Events per variable: 0.00477 Dataset: srbct_prediction' aria-label='SFS Validity: 0.600 (mean over budgets) Events per variable: 0.00477 Dataset: srbct_prediction'/><rect class='sa-hit' x='503.72' y='193.50' width='47.34' height='17.25' data-tip='SFS Validity: 0.709 (mean over budgets) Events per variable: 0.108 Dataset: mic' aria-label='SFS Validity: 0.709 (mean over budgets) Events per variable: 0.108 Dataset: mic'/><rect class='sa-hit' x='493.79' y='193.50' width='9.93' height='17.25' data-tip='SFS Validity: 0.747 (mean over budgets) Events per variable: 0.114 Dataset: soybean_large' aria-label='SFS Validity: 0.747 (mean over budgets) Events per variable: 0.114 Dataset: soybean_large'/><rect class='sa-hit' x='483.95' y='193.50' width='9.84' height='17.25' data-tip='SFS Validity: 0.755 (mean over budgets) Events per variable: 0.211 Dataset: anneal' aria-label='SFS Validity: 0.755 (mean over budgets) Events per variable: 0.211 Dataset: anneal'/><rect class='sa-hit' x='480.54' y='193.50' width='3.41' height='17.25' data-tip='SFS Validity: 0.492 (mean over budgets) Events per variable: 0.221 Dataset: ancestry_study' aria-label='SFS Validity: 0.492 (mean over budgets) Events per variable: 0.221 Dataset: ancestry_study'/><rect class='sa-hit' x='465.96' y='193.50' width='14.58' height='17.25' data-tip='SFS Validity: 0.763 (mean over budgets) Events per variable: 0.265 Dataset: audiology_diagnosis' aria-label='SFS Validity: 0.763 (mean over budgets) Events per variable: 0.265 Dataset: audiology_diagnosis'/><rect class='sa-hit' x='432.50' y='193.50' width='33.46' height='17.25' data-tip='SFS Validity: 0.691 (mean over budgets) Events per variable: 0.588 Dataset: ljubljana_primary_tumor' aria-label='SFS Validity: 0.691 (mean over budgets) Events per variable: 0.588 Dataset: ljubljana_primary_tumor'/><rect class='sa-hit' x='379.41' y='193.50' width='53.09' height='17.25' data-tip='SFS Validity: 0.757 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival' aria-label='SFS Validity: 0.757 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival'/><rect class='sa-hit' x='346.97' y='193.50' width='32.44' height='17.25' data-tip='SFS Validity: 0.653 (mean over budgets) Events per variable: 20.7 Dataset: otto_group_product_classification_challenge' aria-label='SFS Validity: 0.653 (mean over budgets) Events per variable: 20.7 Dataset: otto_group_product_classification_challenge'/><rect class='sa-hit' x='281.10' y='193.50' width='65.87' height='17.25' data-tip='SFS Validity: 0.544 (mean over budgets) Events per variable: 22.1 Dataset: predict_students_dropout_and_academic_success' aria-label='SFS Validity: 0.544 (mean over budgets) Events per variable: 22.1 Dataset: predict_students_dropout_and_academic_success'/><rect class='sa-hit' x='151.20' y='193.50' width='129.90' height='17.25' data-tip='SFS Validity: 0.843 (mean over budgets) Events per variable: 1.72e+03 Dataset: sdss_17' aria-label='SFS Validity: 0.843 (mean over budgets) Events per variable: 1.72e+03 Dataset: sdss_17'/><rect class='sa-hit' x='616.39' y='210.75' width='37.61' height='17.25' data-tip='LOCO Validity: 0.557 (mean over budgets) Events per variable: 0.00135 Dataset: lung_cancer' aria-label='LOCO Validity: 0.557 (mean over budgets) Events per variable: 0.00135 Dataset: lung_cancer'/><rect class='sa-hit' x='551.07' y='210.75' width='65.32' height='17.25' data-tip='LOCO Validity: 0.627 (mean over budgets) Events per variable: 0.00477 Dataset: srbct_prediction' aria-label='LOCO Validity: 0.627 (mean over budgets) Events per variable: 0.00477 Dataset: srbct_prediction'/><rect class='sa-hit' x='503.72' y='210.75' width='47.34' height='17.25' data-tip='LOCO Validity: 0.742 (mean over budgets) Events per variable: 0.108 Dataset: mic' aria-label='LOCO Validity: 0.742 (mean over budgets) Events per variable: 0.108 Dataset: mic'/><rect class='sa-hit' x='493.79' y='210.75' width='9.93' height='17.25' data-tip='LOCO Validity: 0.532 (mean over budgets) Events per variable: 0.114 Dataset: soybean_large' aria-label='LOCO Validity: 0.532 (mean over budgets) Events per variable: 0.114 Dataset: soybean_large'/><rect class='sa-hit' x='483.95' y='210.75' width='9.84' height='17.25' data-tip='LOCO Validity: 0.661 (mean over budgets) Events per variable: 0.211 Dataset: anneal' aria-label='LOCO Validity: 0.661 (mean over budgets) Events per variable: 0.211 Dataset: anneal'/><rect class='sa-hit' x='480.54' y='210.75' width='3.41' height='17.25' data-tip='LOCO Validity: 0.839 (mean over budgets) Events per variable: 0.221 Dataset: ancestry_study' aria-label='LOCO Validity: 0.839 (mean over budgets) Events per variable: 0.221 Dataset: ancestry_study'/><rect class='sa-hit' x='465.96' y='210.75' width='14.58' height='17.25' data-tip='LOCO Validity: 0.456 (mean over budgets) Events per variable: 0.265 Dataset: audiology_diagnosis' aria-label='LOCO Validity: 0.456 (mean over budgets) Events per variable: 0.265 Dataset: audiology_diagnosis'/><rect class='sa-hit' x='432.50' y='210.75' width='33.46' height='17.25' data-tip='LOCO Validity: 0.600 (mean over budgets) Events per variable: 0.588 Dataset: ljubljana_primary_tumor' aria-label='LOCO Validity: 0.600 (mean over budgets) Events per variable: 0.588 Dataset: ljubljana_primary_tumor'/><rect class='sa-hit' x='379.41' y='210.75' width='53.09' height='17.25' data-tip='LOCO Validity: 0.619 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival' aria-label='LOCO Validity: 0.619 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival'/><rect class='sa-hit' x='346.97' y='210.75' width='32.44' height='17.25' data-tip='LOCO Validity: 0.854 (mean over budgets) Events per variable: 20.7 Dataset: otto_group_product_classification_challenge' aria-label='LOCO Validity: 0.854 (mean over budgets) Events per variable: 20.7 Dataset: otto_group_product_classification_challenge'/><rect class='sa-hit' x='281.10' y='210.75' width='65.87' height='17.25' data-tip='LOCO Validity: 0.611 (mean over budgets) Events per variable: 22.1 Dataset: predict_students_dropout_and_academic_success' aria-label='LOCO Validity: 0.611 (mean over budgets) Events per variable: 22.1 Dataset: predict_students_dropout_and_academic_success'/><rect class='sa-hit' x='151.20' y='210.75' width='129.90' height='17.25' data-tip='LOCO Validity: 0.776 (mean over budgets) Events per variable: 1.72e+03 Dataset: sdss_17' aria-label='LOCO Validity: 0.776 (mean over budgets) Events per variable: 1.72e+03 Dataset: sdss_17'/><rect class='sa-hit' x='616.39' y='228.00' width='37.61' height='17.25' data-tip='SBE Validity: 0.615 (mean over budgets) Events per variable: 0.00135 Dataset: lung_cancer' aria-label='SBE Validity: 0.615 (mean over budgets) Events per variable: 0.00135 Dataset: lung_cancer'/><rect class='sa-hit' x='551.07' y='228.00' width='65.32' height='17.25' data-tip='SBE Validity: 0.549 (mean over budgets) Events per variable: 0.00477 Dataset: srbct_prediction' aria-label='SBE Validity: 0.549 (mean over budgets) Events per variable: 0.00477 Dataset: srbct_prediction'/><rect class='sa-hit' x='503.72' y='228.00' width='47.34' height='17.25' data-tip='SBE Validity: 0.550 (mean over budgets) Events per variable: 0.108 Dataset: mic' aria-label='SBE Validity: 0.550 (mean over budgets) Events per variable: 0.108 Dataset: mic'/><rect class='sa-hit' x='493.79' y='228.00' width='9.93' height='17.25' data-tip='SBE Validity: 0.643 (mean over budgets) Events per variable: 0.114 Dataset: soybean_large' aria-label='SBE Validity: 0.643 (mean over budgets) Events per variable: 0.114 Dataset: soybean_large'/><rect class='sa-hit' x='483.95' y='228.00' width='9.84' height='17.25' data-tip='SBE Validity: 0.577 (mean over budgets) Events per variable: 0.211 Dataset: anneal' aria-label='SBE Validity: 0.577 (mean over budgets) Events per variable: 0.211 Dataset: anneal'/><rect class='sa-hit' x='480.54' y='228.00' width='3.41' height='17.25' data-tip='SBE Validity: 0.635 (mean over budgets) Events per variable: 0.221 Dataset: ancestry_study' aria-label='SBE Validity: 0.635 (mean over budgets) Events per variable: 0.221 Dataset: ancestry_study'/><rect class='sa-hit' x='465.96' y='228.00' width='14.58' height='17.25' data-tip='SBE Validity: 0.649 (mean over budgets) Events per variable: 0.265 Dataset: audiology_diagnosis' aria-label='SBE Validity: 0.649 (mean over budgets) Events per variable: 0.265 Dataset: audiology_diagnosis'/><rect class='sa-hit' x='432.50' y='228.00' width='33.46' height='17.25' data-tip='SBE Validity: 0.683 (mean over budgets) Events per variable: 0.588 Dataset: ljubljana_primary_tumor' aria-label='SBE Validity: 0.683 (mean over budgets) Events per variable: 0.588 Dataset: ljubljana_primary_tumor'/><rect class='sa-hit' x='379.41' y='228.00' width='53.09' height='17.25' data-tip='SBE Validity: 0.533 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival' aria-label='SBE Validity: 0.533 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival'/><rect class='sa-hit' x='346.97' y='228.00' width='32.44' height='17.25' data-tip='SBE Validity: 0.607 (mean over budgets) Events per variable: 20.7 Dataset: otto_group_product_classification_challenge' aria-label='SBE Validity: 0.607 (mean over budgets) Events per variable: 20.7 Dataset: otto_group_product_classification_challenge'/><rect class='sa-hit' x='281.10' y='228.00' width='65.87' height='17.25' data-tip='SBE Validity: 0.651 (mean over budgets) Events per variable: 22.1 Dataset: predict_students_dropout_and_academic_success' aria-label='SBE Validity: 0.651 (mean over budgets) Events per variable: 22.1 Dataset: predict_students_dropout_and_academic_success'/><rect class='sa-hit' x='151.20' y='228.00' width='129.90' height='17.25' data-tip='SBE Validity: 0.811 (mean over budgets) Events per variable: 1.72e+03 Dataset: sdss_17' aria-label='SBE Validity: 0.811 (mean over budgets) Events per variable: 1.72e+03 Dataset: sdss_17'/><rect class='sa-hit' x='616.39' y='245.25' width='37.61' height='17.25' data-tip='Random Validity: 0.562 (mean over budgets) Events per variable: 0.00135 Dataset: lung_cancer' aria-label='Random Validity: 0.562 (mean over budgets) Events per variable: 0.00135 Dataset: lung_cancer'/><rect class='sa-hit' x='551.07' y='245.25' width='65.32' height='17.25' data-tip='Random Validity: 0.514 (mean over budgets) Events per variable: 0.00477 Dataset: srbct_prediction' aria-label='Random Validity: 0.514 (mean over budgets) Events per variable: 0.00477 Dataset: srbct_prediction'/><rect class='sa-hit' x='503.72' y='245.25' width='47.34' height='17.25' data-tip='Random Validity: 0.672 (mean over budgets) Events per variable: 0.108 Dataset: mic' aria-label='Random Validity: 0.672 (mean over budgets) Events per variable: 0.108 Dataset: mic'/><rect class='sa-hit' x='493.79' y='245.25' width='9.93' height='17.25' data-tip='Random Validity: 0.617 (mean over budgets) Events per variable: 0.114 Dataset: soybean_large' aria-label='Random Validity: 0.617 (mean over budgets) Events per variable: 0.114 Dataset: soybean_large'/><rect class='sa-hit' x='483.95' y='245.25' width='9.84' height='17.25' data-tip='Random Validity: 0.597 (mean over budgets) Events per variable: 0.211 Dataset: anneal' aria-label='Random Validity: 0.597 (mean over budgets) Events per variable: 0.211 Dataset: anneal'/><rect class='sa-hit' x='480.54' y='245.25' width='3.41' height='17.25' data-tip='Random Validity: 0.607 (mean over budgets) Events per variable: 0.221 Dataset: ancestry_study' aria-label='Random Validity: 0.607 (mean over budgets) Events per variable: 0.221 Dataset: ancestry_study'/><rect class='sa-hit' x='465.96' y='245.25' width='14.58' height='17.25' data-tip='Random Validity: 0.573 (mean over budgets) Events per variable: 0.265 Dataset: audiology_diagnosis' aria-label='Random Validity: 0.573 (mean over budgets) Events per variable: 0.265 Dataset: audiology_diagnosis'/><rect class='sa-hit' x='432.50' y='245.25' width='33.46' height='17.25' data-tip='Random Validity: 0.623 (mean over budgets) Events per variable: 0.588 Dataset: ljubljana_primary_tumor' aria-label='Random Validity: 0.623 (mean over budgets) Events per variable: 0.588 Dataset: ljubljana_primary_tumor'/><rect class='sa-hit' x='379.41' y='245.25' width='53.09' height='17.25' data-tip='Random Validity: 0.548 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival' aria-label='Random Validity: 0.548 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival'/><rect class='sa-hit' x='346.97' y='245.25' width='32.44' height='17.25' data-tip='Random Validity: 0.617 (mean over budgets) Events per variable: 20.7 Dataset: otto_group_product_classification_challenge' aria-label='Random Validity: 0.617 (mean over budgets) Events per variable: 20.7 Dataset: otto_group_product_classification_challenge'/><rect class='sa-hit' x='281.10' y='245.25' width='65.87' height='17.25' data-tip='Random Validity: 0.566 (mean over budgets) Events per variable: 22.1 Dataset: predict_students_dropout_and_academic_success' aria-label='Random Validity: 0.566 (mean over budgets) Events per variable: 22.1 Dataset: predict_students_dropout_and_academic_success'/><rect class='sa-hit' x='151.20' y='245.25' width='129.90' height='17.25' data-tip='Random Validity: 0.479 (mean over budgets) Events per variable: 1.72e+03 Dataset: sdss_17' aria-label='Random Validity: 0.479 (mean over budgets) Events per variable: 1.72e+03 Dataset: sdss_17'/><rect class='sa-hit' x='616.39' y='262.50' width='37.61' height='17.25' data-tip='MarkovBlanket Validity: 0.618 (mean over budgets) Events per variable: 0.00135 Dataset: lung_cancer' aria-label='MarkovBlanket Validity: 0.618 (mean over budgets) Events per variable: 0.00135 Dataset: lung_cancer'/><rect class='sa-hit' x='551.07' y='262.50' width='65.32' height='17.25' data-tip='MarkovBlanket Validity: 0.627 (mean over budgets) Events per variable: 0.00477 Dataset: srbct_prediction' aria-label='MarkovBlanket Validity: 0.627 (mean over budgets) Events per variable: 0.00477 Dataset: srbct_prediction'/><rect class='sa-hit' x='503.72' y='262.50' width='47.34' height='17.25' data-tip='MarkovBlanket Validity: 0.237 (mean over budgets) Events per variable: 0.108 Dataset: mic' aria-label='MarkovBlanket Validity: 0.237 (mean over budgets) Events per variable: 0.108 Dataset: mic'/><rect class='sa-hit' x='493.79' y='262.50' width='9.93' height='17.25' data-tip='MarkovBlanket Validity: 0.661 (mean over budgets) Events per variable: 0.114 Dataset: soybean_large' aria-label='MarkovBlanket Validity: 0.661 (mean over budgets) Events per variable: 0.114 Dataset: soybean_large'/><rect class='sa-hit' x='483.95' y='262.50' width='9.84' height='17.25' data-tip='MarkovBlanket Validity: 0.585 (mean over budgets) Events per variable: 0.211 Dataset: anneal' aria-label='MarkovBlanket Validity: 0.585 (mean over budgets) Events per variable: 0.211 Dataset: anneal'/><rect class='sa-hit' x='480.54' y='262.50' width='3.41' height='17.25' data-tip='MarkovBlanket Validity: 0.636 (mean over budgets) Events per variable: 0.221 Dataset: ancestry_study' aria-label='MarkovBlanket Validity: 0.636 (mean over budgets) Events per variable: 0.221 Dataset: ancestry_study'/><rect class='sa-hit' x='465.96' y='262.50' width='14.58' height='17.25' data-tip='MarkovBlanket Validity: 0.782 (mean over budgets) Events per variable: 0.265 Dataset: audiology_diagnosis' aria-label='MarkovBlanket Validity: 0.782 (mean over budgets) Events per variable: 0.265 Dataset: audiology_diagnosis'/><rect class='sa-hit' x='432.50' y='262.50' width='33.46' height='17.25' data-tip='MarkovBlanket Validity: 0.828 (mean over budgets) Events per variable: 0.588 Dataset: ljubljana_primary_tumor' aria-label='MarkovBlanket Validity: 0.828 (mean over budgets) Events per variable: 0.588 Dataset: ljubljana_primary_tumor'/><rect class='sa-hit' x='379.41' y='262.50' width='53.09' height='17.25' data-tip='MarkovBlanket Validity: 0.509 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival' aria-label='MarkovBlanket Validity: 0.509 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival'/><rect class='sa-hit' x='346.97' y='262.50' width='32.44' height='17.25' data-tip='MarkovBlanket Validity: 0.080 (mean over budgets) Events per variable: 20.7 Dataset: otto_group_product_classification_challenge' aria-label='MarkovBlanket Validity: 0.080 (mean over budgets) Events per variable: 20.7 Dataset: otto_group_product_classification_challenge'/><rect class='sa-hit' x='281.10' y='262.50' width='65.87' height='17.25' data-tip='MarkovBlanket Validity: 0.423 (mean over budgets) Events per variable: 22.1 Dataset: predict_students_dropout_and_academic_success' aria-label='MarkovBlanket Validity: 0.423 (mean over budgets) Events per variable: 22.1 Dataset: predict_students_dropout_and_academic_success'/><rect class='sa-hit' x='151.20' y='262.50' width='129.90' height='17.25' data-tip='MarkovBlanket Validity: 0.796 (mean over budgets) Events per variable: 1.72e+03 Dataset: sdss_17' aria-label='MarkovBlanket Validity: 0.796 (mean over budgets) Events per variable: 1.72e+03 Dataset: sdss_17'/></svg><script type='text/plain' id='sa-csv'>method,epv,validity
|
| 36 |
+
(R)ReliefF,0.0013,0.9992
|
| 37 |
+
(R)ReliefF,0.0048,0.9957
|
| 38 |
+
(R)ReliefF,0.1081,0.8996
|
| 39 |
+
(R)ReliefF,0.1143,0.908
|
| 40 |
+
(R)ReliefF,0.2105,0.8685
|
| 41 |
+
(R)ReliefF,0.2212,0.8736
|
| 42 |
+
(R)ReliefF,0.2647,0.8662
|
| 43 |
+
(R)ReliefF,0.5882,0.8827
|
| 44 |
+
(R)ReliefF,2.5,0.7572
|
| 45 |
+
(R)ReliefF,20.7419,0.9067
|
| 46 |
+
(R)ReliefF,22.0556,0.8279
|
| 47 |
+
(R)ReliefF,1723.7273,0.8788
|
| 48 |
+
CART,0.0013,0.65
|
| 49 |
+
CART,0.0048,0.7266
|
| 50 |
+
CART,0.1081,0.5652
|
| 51 |
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mRMR,22.0556,0.683
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|
data/lasagna/validity/noise_0.75/tasks_multiclass/overlay_top_3.html
ADDED
|
@@ -0,0 +1,326 @@
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| 1 |
+
<!doctype html>
|
| 2 |
+
<html lang='en'><head><meta charset='utf-8'><meta name='viewport' content='width=device-width,initial-scale=1'><title>SelectArena: validity (noise 0.75, multiclass tasks)</title><style>
|
| 3 |
+
:root { --fg:#1f2328; --muted:#59636e; --bg:#ffffff; --line:#d1d9e0; --soft:#f6f8fa; --accent:#0072B2; }
|
| 4 |
+
@media (prefers-color-scheme: dark) {
|
| 5 |
+
:root:not([data-theme="light"]) { --fg:#e6edf3; --muted:#9198a1; --bg:#0d1117; --line:#3d444d; --soft:#151b23; --accent:#4aa3df; }
|
| 6 |
+
}
|
| 7 |
+
:root[data-theme="dark"] { --fg:#e6edf3; --muted:#9198a1; --bg:#0d1117; --line:#3d444d; --soft:#151b23; --accent:#4aa3df; }
|
| 8 |
+
html, body { margin:0; padding:0; background:var(--bg); color:var(--fg);
|
| 9 |
+
font:14px/1.45 system-ui,-apple-system,"Segoe UI",Roboto,sans-serif; }
|
| 10 |
+
.toolbar { display:flex; gap:6px; justify-content:flex-end; align-items:center; padding:4px 2px 8px; }
|
| 11 |
+
.toolbar .hint { margin-right:auto; color:var(--muted); font-size:12px; }
|
| 12 |
+
.toolbar button { font:inherit; font-size:12px; color:var(--fg); background:var(--soft);
|
| 13 |
+
border:1px solid var(--line); border-radius:6px; padding:3px 10px; cursor:pointer; }
|
| 14 |
+
.toolbar button:hover { border-color:var(--accent); }
|
| 15 |
+
|
| 16 |
+
#sa-tip { position:fixed; z-index:10; pointer-events:none; display:none; max-width:280px;
|
| 17 |
+
padding:6px 9px; border-radius:6px; border:1px solid var(--line); background:var(--bg); color:var(--fg);
|
| 18 |
+
font-size:12px; line-height:1.45; white-space:pre-line; box-shadow:0 2px 8px rgba(0,0,0,0.15); }
|
| 19 |
+
#sa-tip b { font-weight:600; }
|
| 20 |
+
</style></head><body><div class='toolbar'><span class='hint'>Hover or tap a cell for its value.</span><button onclick="saSvg('selectarena_validity_overlay_top_3')">SVG</button><button onclick="saPng('selectarena_validity_overlay_top_3')">PNG</button><button onclick="saCsv('selectarena_validity_overlay_top_3.csv')">CSV</button></div><svg id='sa-figure' viewBox='0 0 864 340' role='img' aria-label='Validity per method and events per variable'><style>
|
| 21 |
+
svg { display:block; width:100%; height:auto; }
|
| 22 |
+
.sa-text { fill:var(--fg); }
|
| 23 |
+
.sa-muted { fill:var(--muted); }
|
| 24 |
+
.sa-grid { stroke:var(--line); }
|
| 25 |
+
.sa-ink { stroke:var(--fg); }
|
| 26 |
+
.sa-hit { fill:transparent; cursor:default; }
|
| 27 |
+
.sa-hit:hover, .sa-hit.sa-on { fill:var(--fg); fill-opacity:0.06; }
|
| 28 |
+
|
| 29 |
+
.sa-dim { fill:var(--muted); }
|
| 30 |
+
.sa-frame-line { stroke:var(--fg); stroke-opacity:0.3; fill:none; }
|
| 31 |
+
.sa-point { stroke:var(--fg); }
|
| 32 |
+
.sa-legend { fill:var(--bg); stroke:var(--line); }
|
| 33 |
+
.sa-heat { image-rendering:pixelated; image-rendering:crisp-edges; }
|
| 34 |
+
.sa-halo { paint-order:stroke; stroke:var(--bg); stroke-width:3px; stroke-opacity:0.7; }
|
| 35 |
+
</style><image class='sa-heat' x='151.20' y='21.00' width='547.80' height='258.75' preserveAspectRatio='none' href='data:image/png;base64,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budgets) Events per variable: 0.265 Dataset: audiology_diagnosis'/><rect class='sa-hit' x='457.68' y='72.75' width='36.45' height='17.25' data-tip='(R)ReliefF Validity: 0.883 (mean over budgets) Events per variable: 0.588 Dataset: ljubljana_primary_tumor At this EPV: top-3, within 0.03 of the best' aria-label='(R)ReliefF Validity: 0.883 (mean over budgets) Events per variable: 0.588 Dataset: ljubljana_primary_tumor At this EPV: top-3, within 0.03 of the best'/><rect class='sa-hit' x='399.84' y='72.75' width='57.84' height='17.25' data-tip='(R)ReliefF Validity: 0.757 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival' aria-label='(R)ReliefF Validity: 0.757 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival'/><rect class='sa-hit' x='364.49' y='72.75' width='35.35' height='17.25' data-tip='(R)ReliefF Validity: 0.907 (mean over budgets) Events per variable: 20.7 Dataset: otto_group_product_classification_challenge' aria-label='(R)ReliefF 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Validity: 1.000 (mean over budgets) Events per variable: 20.7 Dataset: otto_group_product_classification_challenge At this EPV: within 0.03 of the best'/><rect class='sa-hit' x='292.73' y='90.00' width='71.76' height='17.25' data-tip='ElasticNet Validity: 0.818 (mean over budgets) Events per variable: 22.1 Dataset: predict_students_dropout_and_academic_success' aria-label='ElasticNet Validity: 0.818 (mean over budgets) Events per variable: 22.1 Dataset: predict_students_dropout_and_academic_success'/><rect class='sa-hit' x='151.20' y='90.00' width='141.53' height='17.25' data-tip='ElasticNet Validity: 0.907 (mean over budgets) Events per variable: 1.72e+03 Dataset: sdss_17 At this EPV: within 0.03 of the best' aria-label='ElasticNet Validity: 0.907 (mean over budgets) Events per variable: 1.72e+03 Dataset: sdss_17 At this EPV: within 0.03 of the best'/><rect class='sa-hit' x='658.02' y='107.25' width='40.98' height='17.25' data-tip='Lasso Validity: 0.804 (mean over budgets) Events per variable: 0.00135 Dataset: lung_cancer' aria-label='Lasso Validity: 0.804 (mean over budgets) Events per variable: 0.00135 Dataset: lung_cancer'/><rect class='sa-hit' x='586.85' y='107.25' width='71.17' height='17.25' data-tip='Lasso Validity: 0.886 (mean over budgets) Events per variable: 0.00477 Dataset: srbct_prediction' aria-label='Lasso Validity: 0.886 (mean over budgets) Events per variable: 0.00477 Dataset: srbct_prediction'/><rect class='sa-hit' x='535.27' y='107.25' width='51.58' height='17.25' data-tip='Lasso Validity: 0.941 (mean over budgets) Events per variable: 0.108 Dataset: mic At this EPV: top-3' aria-label='Lasso Validity: 0.941 (mean over budgets) Events per variable: 0.108 Dataset: mic At this EPV: top-3'/><rect class='sa-hit' x='524.45' y='107.25' width='10.82' height='17.25' data-tip='Lasso Validity: 0.877 (mean over budgets) Events per variable: 0.114 Dataset: soybean_large' aria-label='Lasso Validity: 0.877 (mean over budgets) Events per variable: 0.114 Dataset: soybean_large'/><rect class='sa-hit' x='513.73' y='107.25' width='10.72' height='17.25' data-tip='Lasso Validity: 0.657 (mean over budgets) Events per variable: 0.211 Dataset: anneal' aria-label='Lasso Validity: 0.657 (mean over budgets) Events per variable: 0.211 Dataset: anneal'/><rect class='sa-hit' x='510.02' y='107.25' width='3.72' height='17.25' data-tip='Lasso Validity: 0.897 (mean over budgets) Events per variable: 0.221 Dataset: ancestry_study' aria-label='Lasso Validity: 0.897 (mean over budgets) Events per variable: 0.221 Dataset: ancestry_study'/><rect class='sa-hit' x='494.13' y='107.25' width='15.88' height='17.25' data-tip='Lasso Validity: 0.811 (mean over budgets) Events per variable: 0.265 Dataset: audiology_diagnosis' aria-label='Lasso Validity: 0.811 (mean over budgets) Events per variable: 0.265 Dataset: audiology_diagnosis'/><rect class='sa-hit' x='457.68' y='107.25' width='36.45' height='17.25' data-tip='Lasso Validity: 0.768 (mean over budgets) Events per variable: 0.588 Dataset: ljubljana_primary_tumor' aria-label='Lasso Validity: 0.768 (mean over budgets) Events per variable: 0.588 Dataset: ljubljana_primary_tumor'/><rect class='sa-hit' x='399.84' y='107.25' width='57.84' height='17.25' data-tip='Lasso Validity: 0.763 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival' aria-label='Lasso Validity: 0.763 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival'/><rect class='sa-hit' x='364.49' y='107.25' width='35.35' height='17.25' data-tip='Lasso Validity: 1.000 (mean over budgets) Events per variable: 20.7 Dataset: otto_group_product_classification_challenge At this EPV: within 0.03 of the best' aria-label='Lasso Validity: 1.000 (mean over budgets) Events per variable: 20.7 Dataset: otto_group_product_classification_challenge At this EPV: within 0.03 of the best'/><rect class='sa-hit' x='292.73' y='107.25' width='71.76' height='17.25' data-tip='Lasso Validity: 0.801 (mean over budgets) Events 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Validity: 0.875 (mean over budgets) Events per variable: 0.588 Dataset: ljubljana_primary_tumor At this EPV: within 0.03 of the best'/><rect class='sa-hit' x='399.84' y='124.50' width='57.84' height='17.25' data-tip='mRMR Validity: 0.799 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival' aria-label='mRMR Validity: 0.799 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival'/><rect class='sa-hit' x='364.49' y='124.50' width='35.35' height='17.25' data-tip='mRMR Validity: 1.000 (mean over budgets) Events per variable: 20.7 Dataset: otto_group_product_classification_challenge At this EPV: within 0.03 of the best' aria-label='mRMR Validity: 1.000 (mean over budgets) Events per variable: 20.7 Dataset: otto_group_product_classification_challenge At this EPV: within 0.03 of the best'/><rect class='sa-hit' x='292.73' y='124.50' width='71.76' height='17.25' data-tip='mRMR Validity: 0.683 (mean over budgets) Events per variable: 22.1 Dataset: predict_students_dropout_and_academic_success' aria-label='mRMR Validity: 0.683 (mean over budgets) Events per variable: 22.1 Dataset: predict_students_dropout_and_academic_success'/><rect class='sa-hit' x='151.20' y='124.50' width='141.53' height='17.25' data-tip='mRMR Validity: 0.491 (mean over budgets) Events per variable: 1.72e+03 Dataset: sdss_17' aria-label='mRMR Validity: 0.491 (mean over budgets) Events per variable: 1.72e+03 Dataset: sdss_17'/><rect class='sa-hit' x='658.02' y='141.75' width='40.98' height='17.25' data-tip='LaplacianScore Validity: 1.000 (mean over budgets) Events per variable: 0.00135 Dataset: lung_cancer At this EPV: top-3, within 0.03 of the best' aria-label='LaplacianScore Validity: 1.000 (mean over budgets) Events per variable: 0.00135 Dataset: lung_cancer At this EPV: top-3, within 0.03 of the best'/><rect class='sa-hit' x='586.85' y='141.75' width='71.17' height='17.25' data-tip='LaplacianScore Validity: 1.000 (mean over budgets) Events per variable: 0.00477 Dataset: srbct_prediction At this EPV: top-3, within 0.03 of the best' aria-label='LaplacianScore Validity: 1.000 (mean over budgets) Events per variable: 0.00477 Dataset: srbct_prediction At this EPV: top-3, within 0.03 of the best'/><rect class='sa-hit' x='535.27' y='141.75' width='51.58' height='17.25' data-tip='LaplacianScore Validity: 0.658 (mean over budgets) Events per variable: 0.108 Dataset: mic' aria-label='LaplacianScore Validity: 0.658 (mean over budgets) Events per variable: 0.108 Dataset: mic'/><rect class='sa-hit' x='524.45' y='141.75' width='10.82' height='17.25' data-tip='LaplacianScore Validity: 0.890 (mean over budgets) Events per variable: 0.114 Dataset: soybean_large At this EPV: within 0.03 of the best' aria-label='LaplacianScore Validity: 0.890 (mean over budgets) Events per variable: 0.114 Dataset: soybean_large At this EPV: within 0.03 of the best'/><rect class='sa-hit' x='513.73' y='141.75' width='10.72' height='17.25' data-tip='LaplacianScore Validity: 0.688 (mean over budgets) Events per variable: 0.211 Dataset: anneal' aria-label='LaplacianScore Validity: 0.688 (mean over budgets) Events per variable: 0.211 Dataset: anneal'/><rect class='sa-hit' x='510.02' y='141.75' width='3.72' height='17.25' data-tip='LaplacianScore Validity: 0.353 (mean over budgets) Events per variable: 0.221 Dataset: ancestry_study' aria-label='LaplacianScore Validity: 0.353 (mean over budgets) Events per variable: 0.221 Dataset: ancestry_study'/><rect class='sa-hit' x='494.13' y='141.75' width='15.88' height='17.25' data-tip='LaplacianScore Validity: 0.917 (mean over budgets) Events per variable: 0.265 Dataset: audiology_diagnosis At this EPV: top-3, within 0.03 of the best' aria-label='LaplacianScore Validity: 0.917 (mean over budgets) Events per variable: 0.265 Dataset: audiology_diagnosis At this EPV: top-3, within 0.03 of the best'/><rect class='sa-hit' x='457.68' y='141.75' width='36.45' height='17.25' data-tip='LaplacianScore Validity: 0.849 (mean over budgets) Events per variable: 0.588 Dataset: ljubljana_primary_tumor' aria-label='LaplacianScore Validity: 0.849 (mean over budgets) Events per variable: 0.588 Dataset: ljubljana_primary_tumor'/><rect class='sa-hit' x='399.84' y='141.75' width='57.84' height='17.25' data-tip='LaplacianScore Validity: 0.833 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival At this EPV: top-3' aria-label='LaplacianScore Validity: 0.833 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival At this EPV: top-3'/><rect class='sa-hit' x='364.49' y='141.75' width='35.35' height='17.25' data-tip='LaplacianScore Validity: 1.000 (mean over budgets) Events per variable: 20.7 Dataset: otto_group_product_classification_challenge At this EPV: within 0.03 of the best' aria-label='LaplacianScore Validity: 1.000 (mean over budgets) Events per variable: 20.7 Dataset: otto_group_product_classification_challenge At this EPV: within 0.03 of the best'/><rect class='sa-hit' x='292.73' y='141.75' width='71.76' height='17.25' data-tip='LaplacianScore Validity: 0.802 (mean over budgets) Events per variable: 22.1 Dataset: predict_students_dropout_and_academic_success' aria-label='LaplacianScore Validity: 0.802 (mean over budgets) Events per variable: 22.1 Dataset: predict_students_dropout_and_academic_success'/><rect class='sa-hit' x='151.20' y='141.75' width='141.53' height='17.25' data-tip='LaplacianScore Validity: 0.859 (mean over budgets) Events per variable: 1.72e+03 Dataset: sdss_17' aria-label='LaplacianScore Validity: 0.859 (mean over budgets) Events per variable: 1.72e+03 Dataset: sdss_17'/><rect class='sa-hit' x='658.02' y='159.00' width='40.98' height='17.25' data-tip='RFImportance Validity: 0.886 (mean over budgets) Events per variable: 0.00135 Dataset: lung_cancer' aria-label='RFImportance Validity: 0.886 (mean over budgets) Events per variable: 0.00135 Dataset: lung_cancer'/><rect class='sa-hit' x='586.85' y='159.00' width='71.17' height='17.25' data-tip='RFImportance Validity: 0.929 (mean over budgets) Events per variable: 0.00477 Dataset: srbct_prediction' aria-label='RFImportance Validity: 0.929 (mean over budgets) Events per variable: 0.00477 Dataset: srbct_prediction'/><rect class='sa-hit' x='535.27' y='159.00' width='51.58' height='17.25' data-tip='RFImportance Validity: 0.848 (mean over budgets) Events per variable: 0.108 Dataset: mic' aria-label='RFImportance Validity: 0.848 (mean over budgets) Events per variable: 0.108 Dataset: mic'/><rect class='sa-hit' x='524.45' y='159.00' width='10.82' height='17.25' data-tip='RFImportance Validity: 0.872 (mean over budgets) Events per variable: 0.114 Dataset: soybean_large' aria-label='RFImportance Validity: 0.872 (mean over budgets) Events per variable: 0.114 Dataset: soybean_large'/><rect class='sa-hit' x='513.73' y='159.00' width='10.72' height='17.25' data-tip='RFImportance Validity: 0.728 (mean over budgets) Events per variable: 0.211 Dataset: anneal' 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ljubljana_primary_tumor'/><rect class='sa-hit' x='399.84' y='159.00' width='57.84' height='17.25' data-tip='RFImportance Validity: 0.693 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival' aria-label='RFImportance Validity: 0.693 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival'/><rect class='sa-hit' x='364.49' y='159.00' width='35.35' height='17.25' data-tip='RFImportance Validity: 0.923 (mean over budgets) Events per variable: 20.7 Dataset: otto_group_product_classification_challenge' aria-label='RFImportance Validity: 0.923 (mean over budgets) Events per variable: 20.7 Dataset: otto_group_product_classification_challenge'/><rect class='sa-hit' x='292.73' y='159.00' width='71.76' height='17.25' data-tip='RFImportance Validity: 0.611 (mean over budgets) Events per variable: 22.1 Dataset: predict_students_dropout_and_academic_success' aria-label='RFImportance Validity: 0.611 (mean over budgets) Events per variable: 22.1 Dataset: predict_students_dropout_and_academic_success'/><rect class='sa-hit' x='151.20' y='159.00' width='141.53' height='17.25' data-tip='RFImportance Validity: 0.879 (mean over budgets) Events per variable: 1.72e+03 Dataset: sdss_17 At this EPV: within 0.03 of the best' aria-label='RFImportance Validity: 0.879 (mean over budgets) Events per variable: 1.72e+03 Dataset: sdss_17 At this EPV: within 0.03 of the best'/><rect class='sa-hit' x='658.02' y='176.25' width='40.98' height='17.25' data-tip='CART Validity: 0.650 (mean over budgets) Events per variable: 0.00135 Dataset: lung_cancer' aria-label='CART Validity: 0.650 (mean over budgets) Events per variable: 0.00135 Dataset: lung_cancer'/><rect class='sa-hit' x='586.85' y='176.25' width='71.17' height='17.25' data-tip='CART Validity: 0.727 (mean over budgets) Events per variable: 0.00477 Dataset: srbct_prediction' aria-label='CART Validity: 0.727 (mean over budgets) Events per variable: 0.00477 Dataset: srbct_prediction'/><rect class='sa-hit' x='535.27' y='176.25' width='51.58' height='17.25' data-tip='CART Validity: 0.565 (mean over budgets) Events per variable: 0.108 Dataset: mic' aria-label='CART Validity: 0.565 (mean over budgets) Events per variable: 0.108 Dataset: mic'/><rect class='sa-hit' x='524.45' y='176.25' width='10.82' height='17.25' data-tip='CART Validity: 0.809 (mean over budgets) Events per variable: 0.114 Dataset: soybean_large' aria-label='CART Validity: 0.809 (mean over budgets) Events per variable: 0.114 Dataset: soybean_large'/><rect class='sa-hit' x='513.73' y='176.25' width='10.72' height='17.25' data-tip='CART Validity: 0.713 (mean over budgets) Events per variable: 0.211 Dataset: anneal' aria-label='CART Validity: 0.713 (mean over budgets) Events per variable: 0.211 Dataset: anneal'/><rect class='sa-hit' x='510.02' y='176.25' width='3.72' height='17.25' data-tip='CART Validity: 0.859 (mean over budgets) Events per variable: 0.221 Dataset: ancestry_study' aria-label='CART Validity: 0.859 (mean over budgets) Events per variable: 0.221 Dataset: ancestry_study'/><rect class='sa-hit' x='494.13' y='176.25' width='15.88' height='17.25' data-tip='CART Validity: 0.855 (mean over budgets) Events per variable: 0.265 Dataset: audiology_diagnosis' aria-label='CART Validity: 0.855 (mean over budgets) Events per variable: 0.265 Dataset: audiology_diagnosis'/><rect class='sa-hit' x='457.68' y='176.25' width='36.45' height='17.25' data-tip='CART Validity: 0.767 (mean over budgets) Events per variable: 0.588 Dataset: ljubljana_primary_tumor' aria-label='CART Validity: 0.767 (mean over budgets) Events per variable: 0.588 Dataset: ljubljana_primary_tumor'/><rect class='sa-hit' x='399.84' y='176.25' width='57.84' height='17.25' data-tip='CART Validity: 0.611 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival' aria-label='CART Validity: 0.611 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival'/><rect class='sa-hit' x='364.49' y='176.25' width='35.35' height='17.25' data-tip='CART Validity: 0.888 (mean over budgets) Events per variable: 20.7 Dataset: otto_group_product_classification_challenge' aria-label='CART Validity: 0.888 (mean over budgets) Events per variable: 20.7 Dataset: otto_group_product_classification_challenge'/><rect class='sa-hit' x='292.73' y='176.25' width='71.76' height='17.25' data-tip='CART Validity: 0.599 (mean over budgets) Events per variable: 22.1 Dataset: predict_students_dropout_and_academic_success' aria-label='CART Validity: 0.599 (mean over budgets) Events per variable: 22.1 Dataset: predict_students_dropout_and_academic_success'/><rect class='sa-hit' x='151.20' y='176.25' width='141.53' height='17.25' data-tip='CART Validity: 0.823 (mean over budgets) Events per variable: 1.72e+03 Dataset: sdss_17' aria-label='CART Validity: 0.823 (mean over budgets) Events per variable: 1.72e+03 Dataset: sdss_17'/><rect class='sa-hit' x='658.02' y='193.50' width='40.98' height='17.25' data-tip='SFS Validity: 0.635 (mean over budgets) Events per variable: 0.00135 Dataset: lung_cancer' aria-label='SFS Validity: 0.635 (mean over budgets) Events per variable: 0.00135 Dataset: lung_cancer'/><rect class='sa-hit' x='586.85' y='193.50' width='71.17' height='17.25' data-tip='SFS Validity: 0.600 (mean over budgets) Events per variable: 0.00477 Dataset: srbct_prediction' aria-label='SFS Validity: 0.600 (mean over budgets) Events per variable: 0.00477 Dataset: srbct_prediction'/><rect class='sa-hit' x='535.27' y='193.50' width='51.58' height='17.25' data-tip='SFS Validity: 0.709 (mean over budgets) Events per variable: 0.108 Dataset: mic' aria-label='SFS Validity: 0.709 (mean over budgets) Events per variable: 0.108 Dataset: mic'/><rect class='sa-hit' x='524.45' y='193.50' width='10.82' height='17.25' data-tip='SFS Validity: 0.747 (mean over budgets) Events per variable: 0.114 Dataset: soybean_large' aria-label='SFS Validity: 0.747 (mean over budgets) Events per variable: 0.114 Dataset: soybean_large'/><rect class='sa-hit' x='513.73' y='193.50' width='10.72' height='17.25' data-tip='SFS Validity: 0.755 (mean over budgets) Events per variable: 0.211 Dataset: anneal' aria-label='SFS Validity: 0.755 (mean over budgets) Events per variable: 0.211 Dataset: anneal'/><rect class='sa-hit' x='510.02' y='193.50' width='3.72' height='17.25' data-tip='SFS Validity: 0.492 (mean over budgets) Events per variable: 0.221 Dataset: ancestry_study' aria-label='SFS Validity: 0.492 (mean over budgets) Events per variable: 0.221 Dataset: ancestry_study'/><rect class='sa-hit' x='494.13' y='193.50' width='15.88' height='17.25' data-tip='SFS Validity: 0.763 (mean over budgets) Events per variable: 0.265 Dataset: audiology_diagnosis' aria-label='SFS Validity: 0.763 (mean over budgets) Events per variable: 0.265 Dataset: audiology_diagnosis'/><rect class='sa-hit' x='457.68' y='193.50' width='36.45' height='17.25' data-tip='SFS Validity: 0.691 (mean over budgets) Events per variable: 0.588 Dataset: ljubljana_primary_tumor' aria-label='SFS Validity: 0.691 (mean over budgets) Events per variable: 0.588 Dataset: ljubljana_primary_tumor'/><rect class='sa-hit' x='399.84' y='193.50' width='57.84' height='17.25' data-tip='SFS Validity: 0.757 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival' aria-label='SFS Validity: 0.757 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival'/><rect class='sa-hit' x='364.49' y='193.50' width='35.35' height='17.25' data-tip='SFS Validity: 0.653 (mean over budgets) Events per variable: 20.7 Dataset: otto_group_product_classification_challenge' aria-label='SFS Validity: 0.653 (mean over budgets) Events per variable: 20.7 Dataset: otto_group_product_classification_challenge'/><rect class='sa-hit' x='292.73' y='193.50' width='71.76' height='17.25' data-tip='SFS Validity: 0.544 (mean over budgets) Events per variable: 22.1 Dataset: predict_students_dropout_and_academic_success' aria-label='SFS Validity: 0.544 (mean over budgets) Events per variable: 22.1 Dataset: predict_students_dropout_and_academic_success'/><rect class='sa-hit' x='151.20' y='193.50' width='141.53' height='17.25' data-tip='SFS Validity: 0.843 (mean over budgets) Events per variable: 1.72e+03 Dataset: sdss_17' aria-label='SFS Validity: 0.843 (mean over budgets) Events per variable: 1.72e+03 Dataset: sdss_17'/><rect class='sa-hit' x='658.02' y='210.75' width='40.98' height='17.25' data-tip='LOCO Validity: 0.557 (mean over budgets) Events per variable: 0.00135 Dataset: lung_cancer' aria-label='LOCO Validity: 0.557 (mean over budgets) Events per variable: 0.00135 Dataset: lung_cancer'/><rect class='sa-hit' x='586.85' y='210.75' width='71.17' height='17.25' data-tip='LOCO Validity: 0.627 (mean over budgets) Events per variable: 0.00477 Dataset: srbct_prediction' aria-label='LOCO Validity: 0.627 (mean over budgets) Events per variable: 0.00477 Dataset: srbct_prediction'/><rect class='sa-hit' x='535.27' y='210.75' width='51.58' height='17.25' data-tip='LOCO Validity: 0.742 (mean over budgets) Events per variable: 0.108 Dataset: mic' aria-label='LOCO Validity: 0.742 (mean over budgets) Events per variable: 0.108 Dataset: mic'/><rect class='sa-hit' x='524.45' y='210.75' width='10.82' height='17.25' data-tip='LOCO Validity: 0.532 (mean over budgets) Events per variable: 0.114 Dataset: soybean_large' aria-label='LOCO Validity: 0.532 (mean over budgets) Events per variable: 0.114 Dataset: soybean_large'/><rect class='sa-hit' x='513.73' y='210.75' width='10.72' height='17.25' data-tip='LOCO Validity: 0.661 (mean over budgets) Events per variable: 0.211 Dataset: anneal' aria-label='LOCO Validity: 0.661 (mean over budgets) Events per variable: 0.211 Dataset: anneal'/><rect class='sa-hit' x='510.02' y='210.75' width='3.72' height='17.25' data-tip='LOCO Validity: 0.839 (mean over budgets) Events per variable: 0.221 Dataset: ancestry_study' aria-label='LOCO Validity: 0.839 (mean over budgets) Events per variable: 0.221 Dataset: ancestry_study'/><rect class='sa-hit' x='494.13' y='210.75' width='15.88' height='17.25' data-tip='LOCO Validity: 0.456 (mean over budgets) Events per variable: 0.265 Dataset: audiology_diagnosis' aria-label='LOCO Validity: 0.456 (mean over budgets) Events per variable: 0.265 Dataset: audiology_diagnosis'/><rect class='sa-hit' x='457.68' y='210.75' width='36.45' height='17.25' data-tip='LOCO Validity: 0.600 (mean over budgets) Events per variable: 0.588 Dataset: ljubljana_primary_tumor' aria-label='LOCO Validity: 0.600 (mean over budgets) Events per variable: 0.588 Dataset: ljubljana_primary_tumor'/><rect class='sa-hit' x='399.84' y='210.75' width='57.84' height='17.25' data-tip='LOCO Validity: 0.619 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival' aria-label='LOCO Validity: 0.619 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival'/><rect class='sa-hit' x='364.49' y='210.75' width='35.35' height='17.25' data-tip='LOCO Validity: 0.854 (mean over budgets) Events per variable: 20.7 Dataset: otto_group_product_classification_challenge' aria-label='LOCO Validity: 0.854 (mean over budgets) Events per variable: 20.7 Dataset: otto_group_product_classification_challenge'/><rect class='sa-hit' x='292.73' y='210.75' width='71.76' height='17.25' data-tip='LOCO Validity: 0.611 (mean over budgets) Events per variable: 22.1 Dataset: predict_students_dropout_and_academic_success' aria-label='LOCO Validity: 0.611 (mean over budgets) Events per variable: 22.1 Dataset: predict_students_dropout_and_academic_success'/><rect class='sa-hit' x='151.20' y='210.75' width='141.53' height='17.25' data-tip='LOCO Validity: 0.776 (mean over budgets) Events per variable: 1.72e+03 Dataset: sdss_17' aria-label='LOCO Validity: 0.776 (mean over budgets) Events per variable: 1.72e+03 Dataset: sdss_17'/><rect class='sa-hit' x='658.02' y='228.00' width='40.98' height='17.25' data-tip='SBE Validity: 0.615 (mean over budgets) Events per variable: 0.00135 Dataset: lung_cancer' aria-label='SBE Validity: 0.615 (mean over budgets) Events per variable: 0.00135 Dataset: lung_cancer'/><rect class='sa-hit' x='586.85' y='228.00' width='71.17' height='17.25' data-tip='SBE Validity: 0.549 (mean over budgets) Events per variable: 0.00477 Dataset: srbct_prediction' aria-label='SBE Validity: 0.549 (mean over budgets) Events per variable: 0.00477 Dataset: srbct_prediction'/><rect class='sa-hit' x='535.27' y='228.00' width='51.58' height='17.25' data-tip='SBE Validity: 0.550 (mean over budgets) Events per variable: 0.108 Dataset: mic' aria-label='SBE Validity: 0.550 (mean over budgets) Events per variable: 0.108 Dataset: mic'/><rect class='sa-hit' x='524.45' y='228.00' width='10.82' height='17.25' data-tip='SBE Validity: 0.643 (mean over budgets) Events per variable: 0.114 Dataset: soybean_large' aria-label='SBE Validity: 0.643 (mean over budgets) Events per variable: 0.114 Dataset: soybean_large'/><rect class='sa-hit' x='513.73' y='228.00' width='10.72' height='17.25' data-tip='SBE Validity: 0.577 (mean over budgets) Events per variable: 0.211 Dataset: anneal' aria-label='SBE Validity: 0.577 (mean over budgets) Events per variable: 0.211 Dataset: anneal'/><rect class='sa-hit' x='510.02' y='228.00' width='3.72' height='17.25' data-tip='SBE Validity: 0.635 (mean over budgets) Events per variable: 0.221 Dataset: ancestry_study' aria-label='SBE Validity: 0.635 (mean over budgets) Events per variable: 0.221 Dataset: ancestry_study'/><rect class='sa-hit' x='494.13' y='228.00' width='15.88' height='17.25' data-tip='SBE Validity: 0.649 (mean over budgets) Events per variable: 0.265 Dataset: audiology_diagnosis' aria-label='SBE Validity: 0.649 (mean over budgets) Events per variable: 0.265 Dataset: audiology_diagnosis'/><rect class='sa-hit' x='457.68' y='228.00' width='36.45' height='17.25' data-tip='SBE Validity: 0.683 (mean over budgets) Events per variable: 0.588 Dataset: ljubljana_primary_tumor' aria-label='SBE Validity: 0.683 (mean over budgets) Events per variable: 0.588 Dataset: ljubljana_primary_tumor'/><rect class='sa-hit' x='399.84' y='228.00' width='57.84' height='17.25' data-tip='SBE Validity: 0.533 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival' aria-label='SBE Validity: 0.533 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival'/><rect class='sa-hit' x='364.49' y='228.00' width='35.35' height='17.25' data-tip='SBE Validity: 0.607 (mean over budgets) Events per variable: 20.7 Dataset: otto_group_product_classification_challenge' aria-label='SBE Validity: 0.607 (mean over budgets) Events per variable: 20.7 Dataset: otto_group_product_classification_challenge'/><rect class='sa-hit' x='292.73' y='228.00' width='71.76' height='17.25' data-tip='SBE Validity: 0.651 (mean over budgets) Events per variable: 22.1 Dataset: predict_students_dropout_and_academic_success' aria-label='SBE Validity: 0.651 (mean over budgets) Events per variable: 22.1 Dataset: predict_students_dropout_and_academic_success'/><rect class='sa-hit' x='151.20' y='228.00' width='141.53' height='17.25' data-tip='SBE Validity: 0.811 (mean over budgets) Events per variable: 1.72e+03 Dataset: sdss_17' aria-label='SBE Validity: 0.811 (mean over budgets) Events per variable: 1.72e+03 Dataset: sdss_17'/><rect class='sa-hit' x='658.02' y='245.25' width='40.98' height='17.25' data-tip='Random Validity: 0.562 (mean over budgets) Events per variable: 0.00135 Dataset: lung_cancer' aria-label='Random Validity: 0.562 (mean over budgets) Events per variable: 0.00135 Dataset: lung_cancer'/><rect class='sa-hit' x='586.85' y='245.25' width='71.17' height='17.25' data-tip='Random Validity: 0.514 (mean over budgets) Events per variable: 0.00477 Dataset: srbct_prediction' aria-label='Random Validity: 0.514 (mean over budgets) Events per variable: 0.00477 Dataset: srbct_prediction'/><rect class='sa-hit' x='535.27' y='245.25' width='51.58' height='17.25' data-tip='Random Validity: 0.672 (mean over budgets) Events per variable: 0.108 Dataset: mic' aria-label='Random Validity: 0.672 (mean over budgets) Events per variable: 0.108 Dataset: mic'/><rect class='sa-hit' x='524.45' y='245.25' width='10.82' height='17.25' data-tip='Random Validity: 0.617 (mean over budgets) Events per variable: 0.114 Dataset: soybean_large' aria-label='Random Validity: 0.617 (mean over budgets) Events per variable: 0.114 Dataset: soybean_large'/><rect class='sa-hit' x='513.73' y='245.25' width='10.72' height='17.25' data-tip='Random Validity: 0.597 (mean over budgets) Events per variable: 0.211 Dataset: anneal' aria-label='Random Validity: 0.597 (mean over budgets) Events per variable: 0.211 Dataset: anneal'/><rect class='sa-hit' x='510.02' y='245.25' width='3.72' height='17.25' data-tip='Random Validity: 0.607 (mean over budgets) Events per variable: 0.221 Dataset: ancestry_study' aria-label='Random Validity: 0.607 (mean over budgets) Events per variable: 0.221 Dataset: ancestry_study'/><rect class='sa-hit' x='494.13' y='245.25' width='15.88' height='17.25' data-tip='Random Validity: 0.573 (mean over budgets) Events per variable: 0.265 Dataset: audiology_diagnosis' aria-label='Random Validity: 0.573 (mean over budgets) Events per variable: 0.265 Dataset: audiology_diagnosis'/><rect class='sa-hit' x='457.68' y='245.25' width='36.45' height='17.25' data-tip='Random Validity: 0.623 (mean over budgets) Events per variable: 0.588 Dataset: ljubljana_primary_tumor' aria-label='Random Validity: 0.623 (mean over budgets) Events per variable: 0.588 Dataset: ljubljana_primary_tumor'/><rect class='sa-hit' x='399.84' y='245.25' width='57.84' height='17.25' data-tip='Random Validity: 0.548 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival' aria-label='Random Validity: 0.548 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival'/><rect class='sa-hit' x='364.49' y='245.25' width='35.35' height='17.25' data-tip='Random Validity: 0.617 (mean over budgets) Events per variable: 20.7 Dataset: otto_group_product_classification_challenge' aria-label='Random Validity: 0.617 (mean over budgets) Events per variable: 20.7 Dataset: otto_group_product_classification_challenge'/><rect class='sa-hit' x='292.73' y='245.25' width='71.76' height='17.25' data-tip='Random Validity: 0.566 (mean over budgets) Events per variable: 22.1 Dataset: predict_students_dropout_and_academic_success' aria-label='Random Validity: 0.566 (mean over budgets) Events per variable: 22.1 Dataset: predict_students_dropout_and_academic_success'/><rect class='sa-hit' x='151.20' y='245.25' width='141.53' height='17.25' data-tip='Random Validity: 0.479 (mean over budgets) Events per variable: 1.72e+03 Dataset: sdss_17' aria-label='Random Validity: 0.479 (mean over budgets) Events per variable: 1.72e+03 Dataset: sdss_17'/><rect class='sa-hit' x='658.02' y='262.50' width='40.98' height='17.25' data-tip='MarkovBlanket Validity: 0.618 (mean over budgets) Events per variable: 0.00135 Dataset: lung_cancer' aria-label='MarkovBlanket Validity: 0.618 (mean over budgets) Events per variable: 0.00135 Dataset: lung_cancer'/><rect class='sa-hit' x='586.85' y='262.50' width='71.17' height='17.25' data-tip='MarkovBlanket Validity: 0.627 (mean over budgets) Events per variable: 0.00477 Dataset: srbct_prediction' aria-label='MarkovBlanket Validity: 0.627 (mean over budgets) Events per variable: 0.00477 Dataset: srbct_prediction'/><rect class='sa-hit' x='535.27' y='262.50' width='51.58' height='17.25' data-tip='MarkovBlanket Validity: 0.237 (mean over budgets) Events per variable: 0.108 Dataset: mic' aria-label='MarkovBlanket Validity: 0.237 (mean over budgets) Events per variable: 0.108 Dataset: mic'/><rect class='sa-hit' x='524.45' y='262.50' width='10.82' height='17.25' data-tip='MarkovBlanket Validity: 0.661 (mean over budgets) Events per variable: 0.114 Dataset: soybean_large' aria-label='MarkovBlanket Validity: 0.661 (mean over budgets) Events per variable: 0.114 Dataset: soybean_large'/><rect class='sa-hit' x='513.73' y='262.50' width='10.72' height='17.25' data-tip='MarkovBlanket Validity: 0.585 (mean over budgets) Events per variable: 0.211 Dataset: anneal' aria-label='MarkovBlanket Validity: 0.585 (mean over budgets) Events per variable: 0.211 Dataset: anneal'/><rect class='sa-hit' x='510.02' y='262.50' width='3.72' height='17.25' data-tip='MarkovBlanket Validity: 0.636 (mean over budgets) Events per variable: 0.221 Dataset: ancestry_study' aria-label='MarkovBlanket Validity: 0.636 (mean over budgets) Events per variable: 0.221 Dataset: ancestry_study'/><rect class='sa-hit' x='494.13' y='262.50' width='15.88' height='17.25' data-tip='MarkovBlanket Validity: 0.782 (mean over budgets) Events per variable: 0.265 Dataset: audiology_diagnosis' aria-label='MarkovBlanket Validity: 0.782 (mean over budgets) Events per variable: 0.265 Dataset: audiology_diagnosis'/><rect class='sa-hit' x='457.68' y='262.50' width='36.45' height='17.25' data-tip='MarkovBlanket Validity: 0.828 (mean over budgets) Events per variable: 0.588 Dataset: ljubljana_primary_tumor' aria-label='MarkovBlanket Validity: 0.828 (mean over budgets) Events per variable: 0.588 Dataset: ljubljana_primary_tumor'/><rect class='sa-hit' x='399.84' y='262.50' width='57.84' height='17.25' data-tip='MarkovBlanket Validity: 0.509 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival' aria-label='MarkovBlanket Validity: 0.509 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival'/><rect class='sa-hit' x='364.49' y='262.50' width='35.35' height='17.25' data-tip='MarkovBlanket Validity: 0.080 (mean over budgets) Events per variable: 20.7 Dataset: otto_group_product_classification_challenge' aria-label='MarkovBlanket Validity: 0.080 (mean over budgets) Events per variable: 20.7 Dataset: otto_group_product_classification_challenge'/><rect class='sa-hit' x='292.73' y='262.50' width='71.76' height='17.25' data-tip='MarkovBlanket Validity: 0.423 (mean over budgets) Events per variable: 22.1 Dataset: predict_students_dropout_and_academic_success' aria-label='MarkovBlanket Validity: 0.423 (mean over budgets) Events per variable: 22.1 Dataset: predict_students_dropout_and_academic_success'/><rect class='sa-hit' x='151.20' y='262.50' width='141.53' height='17.25' data-tip='MarkovBlanket Validity: 0.796 (mean over budgets) Events per variable: 1.72e+03 Dataset: sdss_17' aria-label='MarkovBlanket Validity: 0.796 (mean over budgets) Events per variable: 1.72e+03 Dataset: sdss_17'/></svg><script type='text/plain' id='sa-csv'>method,epv,validity
|
| 36 |
+
(R)ReliefF,0.0013,0.9992
|
| 37 |
+
(R)ReliefF,0.0048,0.9957
|
| 38 |
+
(R)ReliefF,0.1081,0.8996
|
| 39 |
+
(R)ReliefF,0.1143,0.908
|
| 40 |
+
(R)ReliefF,0.2105,0.8685
|
| 41 |
+
(R)ReliefF,0.2212,0.8736
|
| 42 |
+
(R)ReliefF,0.2647,0.8662
|
| 43 |
+
(R)ReliefF,0.5882,0.8827
|
| 44 |
+
(R)ReliefF,2.5,0.7572
|
| 45 |
+
(R)ReliefF,20.7419,0.9067
|
| 46 |
+
(R)ReliefF,22.0556,0.8279
|
| 47 |
+
(R)ReliefF,1723.7273,0.8788
|
| 48 |
+
CART,0.0013,0.65
|
| 49 |
+
CART,0.0048,0.7266
|
| 50 |
+
CART,0.1081,0.5652
|
| 51 |
+
CART,0.1143,0.8088
|
| 52 |
+
CART,0.2105,0.7133
|
| 53 |
+
CART,0.2212,0.8593
|
| 54 |
+
CART,0.2647,0.8545
|
| 55 |
+
CART,0.5882,0.7667
|
| 56 |
+
CART,2.5,0.6106
|
| 57 |
+
CART,20.7419,0.8876
|
| 58 |
+
CART,22.0556,0.5987
|
| 59 |
+
CART,1723.7273,0.8235
|
| 60 |
+
ElasticNet,0.0013,0.9276
|
| 61 |
+
ElasticNet,0.0048,0.9439
|
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| 70 |
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| 71 |
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|
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|
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|
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|
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|
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| 150 |
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|
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| 196 |
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| 199 |
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mRMR,0.0013,0.8629
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| 205 |
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| 206 |
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mRMR,0.1081,0.7448
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| 207 |
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mRMR,0.1143,0.8879
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| 208 |
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| 209 |
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| 210 |
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| 211 |
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| 212 |
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mRMR,2.5,0.7989
|
| 213 |
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mRMR,20.7419,1.0
|
| 214 |
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mRMR,22.0556,0.683
|
| 215 |
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mRMR,1723.7273,0.4912
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|
data/lasagna/validity/noise_0.75/tasks_multiclass/plain.html
ADDED
|
@@ -0,0 +1,326 @@
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| 1 |
+
<!doctype html>
|
| 2 |
+
<html lang='en'><head><meta charset='utf-8'><meta name='viewport' content='width=device-width,initial-scale=1'><title>SelectArena: validity (noise 0.75, multiclass tasks)</title><style>
|
| 3 |
+
:root { --fg:#1f2328; --muted:#59636e; --bg:#ffffff; --line:#d1d9e0; --soft:#f6f8fa; --accent:#0072B2; }
|
| 4 |
+
@media (prefers-color-scheme: dark) {
|
| 5 |
+
:root:not([data-theme="light"]) { --fg:#e6edf3; --muted:#9198a1; --bg:#0d1117; --line:#3d444d; --soft:#151b23; --accent:#4aa3df; }
|
| 6 |
+
}
|
| 7 |
+
:root[data-theme="dark"] { --fg:#e6edf3; --muted:#9198a1; --bg:#0d1117; --line:#3d444d; --soft:#151b23; --accent:#4aa3df; }
|
| 8 |
+
html, body { margin:0; padding:0; background:var(--bg); color:var(--fg);
|
| 9 |
+
font:14px/1.45 system-ui,-apple-system,"Segoe UI",Roboto,sans-serif; }
|
| 10 |
+
.toolbar { display:flex; gap:6px; justify-content:flex-end; align-items:center; padding:4px 2px 8px; }
|
| 11 |
+
.toolbar .hint { margin-right:auto; color:var(--muted); font-size:12px; }
|
| 12 |
+
.toolbar button { font:inherit; font-size:12px; color:var(--fg); background:var(--soft);
|
| 13 |
+
border:1px solid var(--line); border-radius:6px; padding:3px 10px; cursor:pointer; }
|
| 14 |
+
.toolbar button:hover { border-color:var(--accent); }
|
| 15 |
+
|
| 16 |
+
#sa-tip { position:fixed; z-index:10; pointer-events:none; display:none; max-width:280px;
|
| 17 |
+
padding:6px 9px; border-radius:6px; border:1px solid var(--line); background:var(--bg); color:var(--fg);
|
| 18 |
+
font-size:12px; line-height:1.45; white-space:pre-line; box-shadow:0 2px 8px rgba(0,0,0,0.15); }
|
| 19 |
+
#sa-tip b { font-weight:600; }
|
| 20 |
+
</style></head><body><div class='toolbar'><span class='hint'>Hover or tap a cell for its value.</span><button onclick="saSvg('selectarena_validity_plain')">SVG</button><button onclick="saPng('selectarena_validity_plain')">PNG</button><button onclick="saCsv('selectarena_validity_plain.csv')">CSV</button></div><svg id='sa-figure' viewBox='0 0 864 340' role='img' aria-label='Validity per method and events per variable'><style>
|
| 21 |
+
svg { display:block; width:100%; height:auto; }
|
| 22 |
+
.sa-text { fill:var(--fg); }
|
| 23 |
+
.sa-muted { fill:var(--muted); }
|
| 24 |
+
.sa-grid { stroke:var(--line); }
|
| 25 |
+
.sa-ink { stroke:var(--fg); }
|
| 26 |
+
.sa-hit { fill:transparent; cursor:default; }
|
| 27 |
+
.sa-hit:hover, .sa-hit.sa-on { fill:var(--fg); fill-opacity:0.06; }
|
| 28 |
+
|
| 29 |
+
.sa-dim { fill:var(--muted); }
|
| 30 |
+
.sa-frame-line { stroke:var(--fg); stroke-opacity:0.3; fill:none; }
|
| 31 |
+
.sa-point { stroke:var(--fg); }
|
| 32 |
+
.sa-legend { fill:var(--bg); stroke:var(--line); }
|
| 33 |
+
.sa-heat { image-rendering:pixelated; image-rendering:crisp-edges; }
|
| 34 |
+
.sa-halo { paint-order:stroke; stroke:var(--bg); stroke-width:3px; stroke-opacity:0.7; }
|
| 35 |
+
</style><image class='sa-heat' x='151.20' y='21.00' width='547.80' height='258.75' preserveAspectRatio='none' 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x='678.5' y='300.8' text-anchor='middle' font-size='13.5'>0.0</text><line class='sa-ink' x1='536.2' x2='536.2' y1='279.8' y2='285.8' stroke-width='1'/><text class='sa-text' x='536.2' y='300.8' text-anchor='middle' font-size='13.5'>0.1</text><line class='sa-ink' x1='434.2' x2='434.2' y1='279.8' y2='285.8' stroke-width='1'/><text class='sa-text' x='434.2' y='300.8' text-anchor='middle' font-size='13.5'>2.5</text><line class='sa-ink' x1='363.5' x2='363.5' y1='279.8' y2='285.8' stroke-width='1'/><text class='sa-text' x='363.5' y='300.8' text-anchor='middle' font-size='13.5'>22.1</text><line class='sa-ink' x1='222.0' x2='222.0' y1='279.8' y2='285.8' stroke-width='1'/><text class='sa-text' x='222.0' y='300.8' text-anchor='middle' font-size='13.5'>1723.7</text><text class='sa-text' x='425.1' y='324.8' text-anchor='middle' font-size='15'>Events per Variable</text><defs><linearGradient id='sa-cbar' x1='0' y1='0' x2='0' y2='1'><stop offset='0.00' stop-color='#08306b'/><stop offset='0.10' 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best' aria-label='(R)ReliefF Validity: 0.879 (mean over budgets) Events per variable: 1.72e+03 Dataset: sdss_17 At this EPV: within 0.03 of the best'/><rect class='sa-hit' x='658.02' y='90.00' width='40.98' height='17.25' data-tip='ElasticNet Validity: 0.928 (mean over budgets) Events per variable: 0.00135 Dataset: lung_cancer' aria-label='ElasticNet Validity: 0.928 (mean over budgets) Events per variable: 0.00135 Dataset: lung_cancer'/><rect class='sa-hit' x='586.85' y='90.00' width='71.17' height='17.25' data-tip='ElasticNet Validity: 0.944 (mean over budgets) Events per variable: 0.00477 Dataset: srbct_prediction' aria-label='ElasticNet Validity: 0.944 (mean over budgets) Events per variable: 0.00477 Dataset: srbct_prediction'/><rect class='sa-hit' x='535.27' y='90.00' width='51.58' height='17.25' data-tip='ElasticNet Validity: 0.975 (mean over budgets) Events per variable: 0.108 Dataset: mic At this EPV: top-3, within 0.03 of the best' aria-label='ElasticNet Validity: 0.975 (mean 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0.952 (mean over budgets) Events per variable: 0.221 Dataset: ancestry_study At this EPV: top-3, within 0.03 of the best'/><rect class='sa-hit' x='494.13' y='90.00' width='15.88' height='17.25' data-tip='ElasticNet Validity: 0.834 (mean over budgets) Events per variable: 0.265 Dataset: audiology_diagnosis' aria-label='ElasticNet Validity: 0.834 (mean over budgets) Events per variable: 0.265 Dataset: audiology_diagnosis'/><rect class='sa-hit' x='457.68' y='90.00' width='36.45' height='17.25' data-tip='ElasticNet Validity: 0.838 (mean over budgets) Events per variable: 0.588 Dataset: ljubljana_primary_tumor' aria-label='ElasticNet Validity: 0.838 (mean over budgets) Events per variable: 0.588 Dataset: ljubljana_primary_tumor'/><rect class='sa-hit' x='399.84' y='90.00' width='57.84' height='17.25' data-tip='ElasticNet Validity: 0.784 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival' aria-label='ElasticNet Validity: 0.784 (mean over budgets) Events per variable: 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per variable: 0.265 Dataset: audiology_diagnosis' aria-label='Lasso Validity: 0.811 (mean over budgets) Events per variable: 0.265 Dataset: audiology_diagnosis'/><rect class='sa-hit' x='457.68' y='107.25' width='36.45' height='17.25' data-tip='Lasso Validity: 0.768 (mean over budgets) Events per variable: 0.588 Dataset: ljubljana_primary_tumor' aria-label='Lasso Validity: 0.768 (mean over budgets) Events per variable: 0.588 Dataset: ljubljana_primary_tumor'/><rect class='sa-hit' x='399.84' y='107.25' width='57.84' height='17.25' data-tip='Lasso Validity: 0.763 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival' aria-label='Lasso Validity: 0.763 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival'/><rect class='sa-hit' x='364.49' y='107.25' width='35.35' height='17.25' data-tip='Lasso Validity: 1.000 (mean over budgets) Events per variable: 20.7 Dataset: otto_group_product_classification_challenge At this EPV: within 0.03 of the best' aria-label='Lasso Validity: 1.000 (mean over budgets) Events per variable: 20.7 Dataset: otto_group_product_classification_challenge At this EPV: within 0.03 of the best'/><rect class='sa-hit' x='292.73' y='107.25' width='71.76' height='17.25' data-tip='Lasso Validity: 0.801 (mean over budgets) Events per variable: 22.1 Dataset: predict_students_dropout_and_academic_success' aria-label='Lasso Validity: 0.801 (mean over budgets) Events per variable: 22.1 Dataset: predict_students_dropout_and_academic_success'/><rect class='sa-hit' x='151.20' y='107.25' width='141.53' height='17.25' data-tip='Lasso Validity: 0.907 (mean over budgets) Events per variable: 1.72e+03 Dataset: sdss_17 At this EPV: within 0.03 of the best' aria-label='Lasso Validity: 0.907 (mean over budgets) Events per variable: 1.72e+03 Dataset: sdss_17 At this EPV: within 0.03 of the best'/><rect class='sa-hit' x='658.02' y='124.50' width='40.98' height='17.25' data-tip='mRMR Validity: 0.863 (mean over budgets) Events per 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per variable: 0.265 Dataset: audiology_diagnosis'/><rect class='sa-hit' x='457.68' y='124.50' width='36.45' height='17.25' data-tip='mRMR Validity: 0.875 (mean over budgets) Events per variable: 0.588 Dataset: ljubljana_primary_tumor At this EPV: within 0.03 of the best' aria-label='mRMR Validity: 0.875 (mean over budgets) Events per variable: 0.588 Dataset: ljubljana_primary_tumor At this EPV: within 0.03 of the best'/><rect class='sa-hit' x='399.84' y='124.50' width='57.84' height='17.25' data-tip='mRMR Validity: 0.799 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival' aria-label='mRMR Validity: 0.799 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival'/><rect class='sa-hit' x='364.49' y='124.50' width='35.35' height='17.25' data-tip='mRMR Validity: 1.000 (mean over budgets) Events per variable: 20.7 Dataset: otto_group_product_classification_challenge At this EPV: within 0.03 of the best' aria-label='mRMR Validity: 1.000 (mean over budgets) Events per variable: 20.7 Dataset: otto_group_product_classification_challenge At this EPV: within 0.03 of the best'/><rect class='sa-hit' x='292.73' y='124.50' width='71.76' height='17.25' data-tip='mRMR Validity: 0.683 (mean over budgets) Events per variable: 22.1 Dataset: predict_students_dropout_and_academic_success' aria-label='mRMR Validity: 0.683 (mean over budgets) Events per variable: 22.1 Dataset: predict_students_dropout_and_academic_success'/><rect class='sa-hit' x='151.20' y='124.50' width='141.53' height='17.25' data-tip='mRMR Validity: 0.491 (mean over budgets) Events per variable: 1.72e+03 Dataset: sdss_17' aria-label='mRMR Validity: 0.491 (mean over budgets) Events per variable: 1.72e+03 Dataset: sdss_17'/><rect class='sa-hit' x='658.02' y='141.75' width='40.98' height='17.25' data-tip='LaplacianScore Validity: 1.000 (mean over budgets) Events per variable: 0.00135 Dataset: lung_cancer At this EPV: top-3, within 0.03 of the best' aria-label='LaplacianScore 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EPV: within 0.03 of the best' aria-label='LaplacianScore Validity: 0.890 (mean over budgets) Events per variable: 0.114 Dataset: soybean_large At this EPV: within 0.03 of the best'/><rect class='sa-hit' x='513.73' y='141.75' width='10.72' height='17.25' data-tip='LaplacianScore Validity: 0.688 (mean over budgets) Events per variable: 0.211 Dataset: anneal' aria-label='LaplacianScore Validity: 0.688 (mean over budgets) Events per variable: 0.211 Dataset: anneal'/><rect class='sa-hit' x='510.02' y='141.75' width='3.72' height='17.25' data-tip='LaplacianScore Validity: 0.353 (mean over budgets) Events per variable: 0.221 Dataset: ancestry_study' aria-label='LaplacianScore Validity: 0.353 (mean over budgets) Events per variable: 0.221 Dataset: ancestry_study'/><rect class='sa-hit' x='494.13' y='141.75' width='15.88' height='17.25' data-tip='LaplacianScore Validity: 0.917 (mean over budgets) Events per variable: 0.265 Dataset: audiology_diagnosis At this EPV: top-3, within 0.03 of the best' aria-label='LaplacianScore Validity: 0.917 (mean over budgets) Events per variable: 0.265 Dataset: audiology_diagnosis At this EPV: top-3, within 0.03 of the best'/><rect class='sa-hit' x='457.68' y='141.75' width='36.45' height='17.25' data-tip='LaplacianScore Validity: 0.849 (mean over budgets) Events per variable: 0.588 Dataset: ljubljana_primary_tumor' aria-label='LaplacianScore Validity: 0.849 (mean over budgets) Events per variable: 0.588 Dataset: ljubljana_primary_tumor'/><rect class='sa-hit' x='399.84' y='141.75' width='57.84' height='17.25' data-tip='LaplacianScore Validity: 0.833 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival At this EPV: top-3' aria-label='LaplacianScore Validity: 0.833 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival At this EPV: top-3'/><rect class='sa-hit' x='364.49' y='141.75' width='35.35' height='17.25' data-tip='LaplacianScore Validity: 1.000 (mean over budgets) Events per variable: 20.7 Dataset: otto_group_product_classification_challenge At this EPV: within 0.03 of the best' aria-label='LaplacianScore Validity: 1.000 (mean over budgets) Events per variable: 20.7 Dataset: otto_group_product_classification_challenge At this EPV: within 0.03 of the best'/><rect class='sa-hit' x='292.73' y='141.75' width='71.76' height='17.25' data-tip='LaplacianScore Validity: 0.802 (mean over budgets) Events per variable: 22.1 Dataset: predict_students_dropout_and_academic_success' aria-label='LaplacianScore Validity: 0.802 (mean over budgets) Events per variable: 22.1 Dataset: predict_students_dropout_and_academic_success'/><rect class='sa-hit' x='151.20' y='141.75' width='141.53' height='17.25' data-tip='LaplacianScore Validity: 0.859 (mean over budgets) Events per variable: 1.72e+03 Dataset: sdss_17' aria-label='LaplacianScore Validity: 0.859 (mean over budgets) Events per variable: 1.72e+03 Dataset: sdss_17'/><rect class='sa-hit' x='658.02' y='159.00' width='40.98' height='17.25' 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aria-label='RFImportance Validity: 0.872 (mean over budgets) Events per variable: 0.114 Dataset: soybean_large'/><rect class='sa-hit' x='513.73' y='159.00' width='10.72' height='17.25' data-tip='RFImportance Validity: 0.728 (mean over budgets) Events per variable: 0.211 Dataset: anneal' aria-label='RFImportance Validity: 0.728 (mean over budgets) Events per variable: 0.211 Dataset: anneal'/><rect class='sa-hit' x='510.02' y='159.00' width='3.72' height='17.25' data-tip='RFImportance Validity: 0.867 (mean over budgets) Events per variable: 0.221 Dataset: ancestry_study' aria-label='RFImportance Validity: 0.867 (mean over budgets) Events per variable: 0.221 Dataset: ancestry_study'/><rect class='sa-hit' x='494.13' y='159.00' width='15.88' height='17.25' data-tip='RFImportance Validity: 0.765 (mean over budgets) Events per variable: 0.265 Dataset: audiology_diagnosis' aria-label='RFImportance Validity: 0.765 (mean over budgets) Events per variable: 0.265 Dataset: audiology_diagnosis'/><rect class='sa-hit' x='457.68' y='159.00' width='36.45' height='17.25' data-tip='RFImportance Validity: 0.792 (mean over budgets) Events per variable: 0.588 Dataset: ljubljana_primary_tumor' aria-label='RFImportance Validity: 0.792 (mean over budgets) Events per variable: 0.588 Dataset: ljubljana_primary_tumor'/><rect class='sa-hit' x='399.84' y='159.00' width='57.84' height='17.25' data-tip='RFImportance Validity: 0.693 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival' aria-label='RFImportance Validity: 0.693 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival'/><rect class='sa-hit' x='364.49' y='159.00' width='35.35' height='17.25' data-tip='RFImportance Validity: 0.923 (mean over budgets) Events per variable: 20.7 Dataset: otto_group_product_classification_challenge' aria-label='RFImportance Validity: 0.923 (mean over budgets) Events per variable: 20.7 Dataset: otto_group_product_classification_challenge'/><rect class='sa-hit' x='292.73' y='159.00' width='71.76' height='17.25' data-tip='RFImportance Validity: 0.611 (mean over budgets) Events per variable: 22.1 Dataset: predict_students_dropout_and_academic_success' aria-label='RFImportance Validity: 0.611 (mean over budgets) Events per variable: 22.1 Dataset: predict_students_dropout_and_academic_success'/><rect class='sa-hit' x='151.20' y='159.00' width='141.53' height='17.25' data-tip='RFImportance Validity: 0.879 (mean over budgets) Events per variable: 1.72e+03 Dataset: sdss_17 At this EPV: within 0.03 of the best' aria-label='RFImportance Validity: 0.879 (mean over budgets) Events per variable: 1.72e+03 Dataset: sdss_17 At this EPV: within 0.03 of the best'/><rect class='sa-hit' x='658.02' y='176.25' width='40.98' height='17.25' data-tip='CART Validity: 0.650 (mean over budgets) Events per variable: 0.00135 Dataset: lung_cancer' aria-label='CART Validity: 0.650 (mean over budgets) Events per variable: 0.00135 Dataset: lung_cancer'/><rect class='sa-hit' x='586.85' y='176.25' width='71.17' height='17.25' data-tip='CART Validity: 0.727 (mean over budgets) Events per variable: 0.00477 Dataset: srbct_prediction' aria-label='CART Validity: 0.727 (mean over budgets) Events per variable: 0.00477 Dataset: srbct_prediction'/><rect class='sa-hit' x='535.27' y='176.25' width='51.58' height='17.25' data-tip='CART Validity: 0.565 (mean over budgets) Events per variable: 0.108 Dataset: mic' aria-label='CART Validity: 0.565 (mean over budgets) Events per variable: 0.108 Dataset: mic'/><rect class='sa-hit' x='524.45' y='176.25' width='10.82' height='17.25' data-tip='CART Validity: 0.809 (mean over budgets) Events per variable: 0.114 Dataset: soybean_large' aria-label='CART Validity: 0.809 (mean over budgets) Events per variable: 0.114 Dataset: soybean_large'/><rect class='sa-hit' x='513.73' y='176.25' width='10.72' height='17.25' data-tip='CART Validity: 0.713 (mean over budgets) Events per variable: 0.211 Dataset: anneal' aria-label='CART Validity: 0.713 (mean over budgets) Events per variable: 0.211 Dataset: anneal'/><rect class='sa-hit' x='510.02' y='176.25' width='3.72' height='17.25' data-tip='CART Validity: 0.859 (mean over budgets) Events per variable: 0.221 Dataset: ancestry_study' aria-label='CART Validity: 0.859 (mean over budgets) Events per variable: 0.221 Dataset: ancestry_study'/><rect class='sa-hit' x='494.13' y='176.25' width='15.88' height='17.25' data-tip='CART Validity: 0.855 (mean over budgets) Events per variable: 0.265 Dataset: audiology_diagnosis' aria-label='CART Validity: 0.855 (mean over budgets) Events per variable: 0.265 Dataset: audiology_diagnosis'/><rect class='sa-hit' x='457.68' y='176.25' width='36.45' height='17.25' data-tip='CART Validity: 0.767 (mean over budgets) Events per variable: 0.588 Dataset: ljubljana_primary_tumor' aria-label='CART Validity: 0.767 (mean over budgets) Events per variable: 0.588 Dataset: ljubljana_primary_tumor'/><rect class='sa-hit' x='399.84' y='176.25' width='57.84' height='17.25' data-tip='CART Validity: 0.611 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival' aria-label='CART Validity: 0.611 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival'/><rect class='sa-hit' x='364.49' y='176.25' width='35.35' height='17.25' data-tip='CART Validity: 0.888 (mean over budgets) Events per variable: 20.7 Dataset: otto_group_product_classification_challenge' aria-label='CART Validity: 0.888 (mean over budgets) Events per variable: 20.7 Dataset: otto_group_product_classification_challenge'/><rect class='sa-hit' x='292.73' y='176.25' width='71.76' height='17.25' data-tip='CART Validity: 0.599 (mean over budgets) Events per variable: 22.1 Dataset: predict_students_dropout_and_academic_success' aria-label='CART Validity: 0.599 (mean over budgets) Events per variable: 22.1 Dataset: predict_students_dropout_and_academic_success'/><rect class='sa-hit' x='151.20' y='176.25' width='141.53' height='17.25' data-tip='CART Validity: 0.823 (mean over budgets) Events per variable: 1.72e+03 Dataset: sdss_17' aria-label='CART Validity: 0.823 (mean over budgets) Events per variable: 1.72e+03 Dataset: sdss_17'/><rect class='sa-hit' x='658.02' y='193.50' width='40.98' height='17.25' data-tip='SFS Validity: 0.635 (mean over budgets) Events per variable: 0.00135 Dataset: lung_cancer' aria-label='SFS Validity: 0.635 (mean over budgets) Events per variable: 0.00135 Dataset: lung_cancer'/><rect class='sa-hit' x='586.85' y='193.50' width='71.17' height='17.25' data-tip='SFS Validity: 0.600 (mean over budgets) Events per variable: 0.00477 Dataset: srbct_prediction' aria-label='SFS Validity: 0.600 (mean over budgets) Events per variable: 0.00477 Dataset: srbct_prediction'/><rect class='sa-hit' x='535.27' y='193.50' width='51.58' height='17.25' data-tip='SFS Validity: 0.709 (mean over budgets) Events per variable: 0.108 Dataset: mic' aria-label='SFS Validity: 0.709 (mean over budgets) Events per variable: 0.108 Dataset: mic'/><rect class='sa-hit' x='524.45' y='193.50' width='10.82' height='17.25' data-tip='SFS Validity: 0.747 (mean over budgets) Events per variable: 0.114 Dataset: soybean_large' aria-label='SFS Validity: 0.747 (mean over budgets) Events per variable: 0.114 Dataset: soybean_large'/><rect class='sa-hit' x='513.73' y='193.50' width='10.72' height='17.25' data-tip='SFS Validity: 0.755 (mean over budgets) Events per variable: 0.211 Dataset: anneal' aria-label='SFS Validity: 0.755 (mean over budgets) Events per variable: 0.211 Dataset: anneal'/><rect class='sa-hit' x='510.02' y='193.50' width='3.72' height='17.25' data-tip='SFS Validity: 0.492 (mean over budgets) Events per variable: 0.221 Dataset: ancestry_study' aria-label='SFS Validity: 0.492 (mean over budgets) Events per variable: 0.221 Dataset: ancestry_study'/><rect class='sa-hit' x='494.13' y='193.50' width='15.88' height='17.25' data-tip='SFS Validity: 0.763 (mean over budgets) Events per variable: 0.265 Dataset: audiology_diagnosis' aria-label='SFS Validity: 0.763 (mean over budgets) Events per variable: 0.265 Dataset: audiology_diagnosis'/><rect class='sa-hit' x='457.68' y='193.50' width='36.45' height='17.25' data-tip='SFS Validity: 0.691 (mean over budgets) Events per variable: 0.588 Dataset: ljubljana_primary_tumor' aria-label='SFS Validity: 0.691 (mean over budgets) Events per variable: 0.588 Dataset: ljubljana_primary_tumor'/><rect class='sa-hit' x='399.84' y='193.50' width='57.84' height='17.25' data-tip='SFS Validity: 0.757 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival' aria-label='SFS Validity: 0.757 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival'/><rect class='sa-hit' x='364.49' y='193.50' width='35.35' height='17.25' data-tip='SFS Validity: 0.653 (mean over budgets) Events per variable: 20.7 Dataset: otto_group_product_classification_challenge' aria-label='SFS Validity: 0.653 (mean over budgets) Events per variable: 20.7 Dataset: otto_group_product_classification_challenge'/><rect class='sa-hit' x='292.73' y='193.50' width='71.76' height='17.25' data-tip='SFS Validity: 0.544 (mean over budgets) Events per variable: 22.1 Dataset: predict_students_dropout_and_academic_success' aria-label='SFS Validity: 0.544 (mean over budgets) Events per variable: 22.1 Dataset: predict_students_dropout_and_academic_success'/><rect class='sa-hit' x='151.20' y='193.50' width='141.53' height='17.25' data-tip='SFS Validity: 0.843 (mean over budgets) Events per variable: 1.72e+03 Dataset: sdss_17' aria-label='SFS Validity: 0.843 (mean over budgets) Events per variable: 1.72e+03 Dataset: sdss_17'/><rect class='sa-hit' x='658.02' y='210.75' width='40.98' height='17.25' data-tip='LOCO Validity: 0.557 (mean over budgets) Events per variable: 0.00135 Dataset: lung_cancer' aria-label='LOCO Validity: 0.557 (mean over budgets) Events per variable: 0.00135 Dataset: lung_cancer'/><rect class='sa-hit' x='586.85' y='210.75' width='71.17' height='17.25' data-tip='LOCO Validity: 0.627 (mean over budgets) Events per variable: 0.00477 Dataset: srbct_prediction' aria-label='LOCO Validity: 0.627 (mean over budgets) Events per variable: 0.00477 Dataset: srbct_prediction'/><rect class='sa-hit' x='535.27' y='210.75' width='51.58' height='17.25' data-tip='LOCO Validity: 0.742 (mean over budgets) Events per variable: 0.108 Dataset: mic' aria-label='LOCO Validity: 0.742 (mean over budgets) Events per variable: 0.108 Dataset: mic'/><rect class='sa-hit' x='524.45' y='210.75' width='10.82' height='17.25' data-tip='LOCO Validity: 0.532 (mean over budgets) Events per variable: 0.114 Dataset: soybean_large' aria-label='LOCO Validity: 0.532 (mean over budgets) Events per variable: 0.114 Dataset: soybean_large'/><rect class='sa-hit' x='513.73' y='210.75' width='10.72' height='17.25' data-tip='LOCO Validity: 0.661 (mean over budgets) Events per variable: 0.211 Dataset: anneal' aria-label='LOCO Validity: 0.661 (mean over budgets) Events per variable: 0.211 Dataset: anneal'/><rect class='sa-hit' x='510.02' y='210.75' width='3.72' height='17.25' data-tip='LOCO Validity: 0.839 (mean over budgets) Events per variable: 0.221 Dataset: ancestry_study' aria-label='LOCO Validity: 0.839 (mean over budgets) Events per variable: 0.221 Dataset: ancestry_study'/><rect class='sa-hit' x='494.13' y='210.75' width='15.88' height='17.25' data-tip='LOCO Validity: 0.456 (mean over budgets) Events per variable: 0.265 Dataset: audiology_diagnosis' aria-label='LOCO Validity: 0.456 (mean over budgets) Events per variable: 0.265 Dataset: audiology_diagnosis'/><rect class='sa-hit' x='457.68' y='210.75' width='36.45' height='17.25' data-tip='LOCO Validity: 0.600 (mean over budgets) Events per variable: 0.588 Dataset: ljubljana_primary_tumor' aria-label='LOCO Validity: 0.600 (mean over budgets) Events per variable: 0.588 Dataset: ljubljana_primary_tumor'/><rect class='sa-hit' x='399.84' y='210.75' width='57.84' height='17.25' data-tip='LOCO Validity: 0.619 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival' aria-label='LOCO Validity: 0.619 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival'/><rect class='sa-hit' x='364.49' y='210.75' width='35.35' height='17.25' data-tip='LOCO Validity: 0.854 (mean over budgets) Events per variable: 20.7 Dataset: otto_group_product_classification_challenge' aria-label='LOCO Validity: 0.854 (mean over budgets) Events per variable: 20.7 Dataset: otto_group_product_classification_challenge'/><rect class='sa-hit' x='292.73' y='210.75' width='71.76' height='17.25' data-tip='LOCO Validity: 0.611 (mean over budgets) Events per variable: 22.1 Dataset: predict_students_dropout_and_academic_success' aria-label='LOCO Validity: 0.611 (mean over budgets) Events per variable: 22.1 Dataset: predict_students_dropout_and_academic_success'/><rect class='sa-hit' x='151.20' y='210.75' width='141.53' height='17.25' data-tip='LOCO Validity: 0.776 (mean over budgets) Events per variable: 1.72e+03 Dataset: sdss_17' aria-label='LOCO Validity: 0.776 (mean over budgets) Events per variable: 1.72e+03 Dataset: sdss_17'/><rect class='sa-hit' x='658.02' y='228.00' width='40.98' height='17.25' data-tip='SBE Validity: 0.615 (mean over budgets) Events per variable: 0.00135 Dataset: lung_cancer' aria-label='SBE Validity: 0.615 (mean over budgets) Events per variable: 0.00135 Dataset: lung_cancer'/><rect class='sa-hit' x='586.85' y='228.00' width='71.17' height='17.25' data-tip='SBE Validity: 0.549 (mean over budgets) Events per variable: 0.00477 Dataset: srbct_prediction' aria-label='SBE Validity: 0.549 (mean over budgets) Events per variable: 0.00477 Dataset: srbct_prediction'/><rect class='sa-hit' x='535.27' y='228.00' width='51.58' height='17.25' data-tip='SBE Validity: 0.550 (mean over budgets) Events per variable: 0.108 Dataset: mic' aria-label='SBE Validity: 0.550 (mean over budgets) Events per variable: 0.108 Dataset: mic'/><rect class='sa-hit' x='524.45' y='228.00' width='10.82' height='17.25' data-tip='SBE Validity: 0.643 (mean over budgets) Events per variable: 0.114 Dataset: soybean_large' aria-label='SBE Validity: 0.643 (mean over budgets) Events per variable: 0.114 Dataset: soybean_large'/><rect class='sa-hit' x='513.73' y='228.00' width='10.72' height='17.25' data-tip='SBE Validity: 0.577 (mean over budgets) Events per variable: 0.211 Dataset: anneal' aria-label='SBE Validity: 0.577 (mean over budgets) Events per variable: 0.211 Dataset: anneal'/><rect class='sa-hit' x='510.02' y='228.00' width='3.72' height='17.25' data-tip='SBE Validity: 0.635 (mean over budgets) Events per variable: 0.221 Dataset: ancestry_study' aria-label='SBE Validity: 0.635 (mean over budgets) Events per variable: 0.221 Dataset: ancestry_study'/><rect class='sa-hit' x='494.13' y='228.00' width='15.88' height='17.25' data-tip='SBE Validity: 0.649 (mean over budgets) Events per variable: 0.265 Dataset: audiology_diagnosis' aria-label='SBE Validity: 0.649 (mean over budgets) Events per variable: 0.265 Dataset: audiology_diagnosis'/><rect class='sa-hit' x='457.68' y='228.00' width='36.45' height='17.25' data-tip='SBE Validity: 0.683 (mean over budgets) Events per variable: 0.588 Dataset: ljubljana_primary_tumor' aria-label='SBE Validity: 0.683 (mean over budgets) Events per variable: 0.588 Dataset: ljubljana_primary_tumor'/><rect class='sa-hit' x='399.84' y='228.00' width='57.84' height='17.25' data-tip='SBE Validity: 0.533 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival' aria-label='SBE Validity: 0.533 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival'/><rect class='sa-hit' x='364.49' y='228.00' width='35.35' height='17.25' data-tip='SBE Validity: 0.607 (mean over budgets) Events per variable: 20.7 Dataset: otto_group_product_classification_challenge' aria-label='SBE Validity: 0.607 (mean over budgets) Events per variable: 20.7 Dataset: otto_group_product_classification_challenge'/><rect class='sa-hit' x='292.73' y='228.00' width='71.76' height='17.25' data-tip='SBE Validity: 0.651 (mean over budgets) Events per variable: 22.1 Dataset: predict_students_dropout_and_academic_success' aria-label='SBE Validity: 0.651 (mean over budgets) Events per variable: 22.1 Dataset: predict_students_dropout_and_academic_success'/><rect class='sa-hit' x='151.20' y='228.00' width='141.53' height='17.25' data-tip='SBE Validity: 0.811 (mean over budgets) Events per variable: 1.72e+03 Dataset: sdss_17' aria-label='SBE Validity: 0.811 (mean over budgets) Events per variable: 1.72e+03 Dataset: sdss_17'/><rect class='sa-hit' x='658.02' y='245.25' width='40.98' height='17.25' data-tip='Random Validity: 0.562 (mean over budgets) Events per variable: 0.00135 Dataset: lung_cancer' aria-label='Random Validity: 0.562 (mean over budgets) Events per variable: 0.00135 Dataset: lung_cancer'/><rect class='sa-hit' x='586.85' y='245.25' width='71.17' height='17.25' data-tip='Random Validity: 0.514 (mean over budgets) Events per variable: 0.00477 Dataset: srbct_prediction' aria-label='Random Validity: 0.514 (mean over budgets) Events per variable: 0.00477 Dataset: srbct_prediction'/><rect class='sa-hit' x='535.27' y='245.25' width='51.58' height='17.25' data-tip='Random Validity: 0.672 (mean over budgets) Events per variable: 0.108 Dataset: mic' aria-label='Random Validity: 0.672 (mean over budgets) Events per variable: 0.108 Dataset: mic'/><rect class='sa-hit' x='524.45' y='245.25' width='10.82' height='17.25' data-tip='Random Validity: 0.617 (mean over budgets) Events per variable: 0.114 Dataset: soybean_large' aria-label='Random Validity: 0.617 (mean over budgets) Events per variable: 0.114 Dataset: soybean_large'/><rect class='sa-hit' x='513.73' y='245.25' width='10.72' height='17.25' data-tip='Random Validity: 0.597 (mean over budgets) Events per variable: 0.211 Dataset: anneal' aria-label='Random Validity: 0.597 (mean over budgets) Events per variable: 0.211 Dataset: anneal'/><rect class='sa-hit' x='510.02' y='245.25' width='3.72' height='17.25' data-tip='Random Validity: 0.607 (mean over budgets) Events per variable: 0.221 Dataset: ancestry_study' aria-label='Random Validity: 0.607 (mean over budgets) Events per variable: 0.221 Dataset: ancestry_study'/><rect class='sa-hit' x='494.13' y='245.25' width='15.88' height='17.25' data-tip='Random Validity: 0.573 (mean over budgets) Events per variable: 0.265 Dataset: audiology_diagnosis' aria-label='Random Validity: 0.573 (mean over budgets) Events per variable: 0.265 Dataset: audiology_diagnosis'/><rect class='sa-hit' x='457.68' y='245.25' width='36.45' height='17.25' data-tip='Random Validity: 0.623 (mean over budgets) Events per variable: 0.588 Dataset: ljubljana_primary_tumor' aria-label='Random Validity: 0.623 (mean over budgets) Events per variable: 0.588 Dataset: ljubljana_primary_tumor'/><rect class='sa-hit' x='399.84' y='245.25' width='57.84' height='17.25' data-tip='Random Validity: 0.548 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival' aria-label='Random Validity: 0.548 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival'/><rect class='sa-hit' x='364.49' y='245.25' width='35.35' height='17.25' data-tip='Random Validity: 0.617 (mean over budgets) Events per variable: 20.7 Dataset: otto_group_product_classification_challenge' aria-label='Random Validity: 0.617 (mean over budgets) Events per variable: 20.7 Dataset: otto_group_product_classification_challenge'/><rect class='sa-hit' x='292.73' y='245.25' width='71.76' height='17.25' data-tip='Random Validity: 0.566 (mean over budgets) Events per variable: 22.1 Dataset: predict_students_dropout_and_academic_success' aria-label='Random Validity: 0.566 (mean over budgets) Events per variable: 22.1 Dataset: predict_students_dropout_and_academic_success'/><rect class='sa-hit' x='151.20' y='245.25' width='141.53' height='17.25' data-tip='Random Validity: 0.479 (mean over budgets) Events per variable: 1.72e+03 Dataset: sdss_17' aria-label='Random Validity: 0.479 (mean over budgets) Events per variable: 1.72e+03 Dataset: sdss_17'/><rect class='sa-hit' x='658.02' y='262.50' width='40.98' height='17.25' data-tip='MarkovBlanket Validity: 0.618 (mean over budgets) Events per variable: 0.00135 Dataset: lung_cancer' aria-label='MarkovBlanket Validity: 0.618 (mean over budgets) Events per variable: 0.00135 Dataset: lung_cancer'/><rect class='sa-hit' x='586.85' y='262.50' width='71.17' height='17.25' data-tip='MarkovBlanket Validity: 0.627 (mean over budgets) Events per variable: 0.00477 Dataset: srbct_prediction' aria-label='MarkovBlanket Validity: 0.627 (mean over budgets) Events per variable: 0.00477 Dataset: srbct_prediction'/><rect class='sa-hit' x='535.27' y='262.50' width='51.58' height='17.25' data-tip='MarkovBlanket Validity: 0.237 (mean over budgets) Events per variable: 0.108 Dataset: mic' aria-label='MarkovBlanket Validity: 0.237 (mean over budgets) Events per variable: 0.108 Dataset: mic'/><rect class='sa-hit' x='524.45' y='262.50' width='10.82' height='17.25' data-tip='MarkovBlanket Validity: 0.661 (mean over budgets) Events per variable: 0.114 Dataset: soybean_large' aria-label='MarkovBlanket Validity: 0.661 (mean over budgets) Events per variable: 0.114 Dataset: soybean_large'/><rect class='sa-hit' x='513.73' y='262.50' width='10.72' height='17.25' data-tip='MarkovBlanket Validity: 0.585 (mean over budgets) Events per variable: 0.211 Dataset: anneal' aria-label='MarkovBlanket Validity: 0.585 (mean over budgets) Events per variable: 0.211 Dataset: anneal'/><rect class='sa-hit' x='510.02' y='262.50' width='3.72' height='17.25' data-tip='MarkovBlanket Validity: 0.636 (mean over budgets) Events per variable: 0.221 Dataset: ancestry_study' aria-label='MarkovBlanket Validity: 0.636 (mean over budgets) Events per variable: 0.221 Dataset: ancestry_study'/><rect class='sa-hit' x='494.13' y='262.50' width='15.88' height='17.25' data-tip='MarkovBlanket Validity: 0.782 (mean over budgets) Events per variable: 0.265 Dataset: audiology_diagnosis' aria-label='MarkovBlanket Validity: 0.782 (mean over budgets) Events per variable: 0.265 Dataset: audiology_diagnosis'/><rect class='sa-hit' x='457.68' y='262.50' width='36.45' height='17.25' data-tip='MarkovBlanket Validity: 0.828 (mean over budgets) Events per variable: 0.588 Dataset: ljubljana_primary_tumor' aria-label='MarkovBlanket Validity: 0.828 (mean over budgets) Events per variable: 0.588 Dataset: ljubljana_primary_tumor'/><rect class='sa-hit' x='399.84' y='262.50' width='57.84' height='17.25' data-tip='MarkovBlanket Validity: 0.509 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival' aria-label='MarkovBlanket Validity: 0.509 (mean over budgets) Events per variable: 2.5 Dataset: horse_colic_survival'/><rect class='sa-hit' x='364.49' y='262.50' width='35.35' height='17.25' data-tip='MarkovBlanket Validity: 0.080 (mean over budgets) Events per variable: 20.7 Dataset: otto_group_product_classification_challenge' aria-label='MarkovBlanket Validity: 0.080 (mean over budgets) Events per variable: 20.7 Dataset: otto_group_product_classification_challenge'/><rect class='sa-hit' x='292.73' y='262.50' width='71.76' height='17.25' data-tip='MarkovBlanket Validity: 0.423 (mean over budgets) Events per variable: 22.1 Dataset: predict_students_dropout_and_academic_success' aria-label='MarkovBlanket Validity: 0.423 (mean over budgets) Events per variable: 22.1 Dataset: predict_students_dropout_and_academic_success'/><rect class='sa-hit' x='151.20' y='262.50' width='141.53' height='17.25' data-tip='MarkovBlanket Validity: 0.796 (mean over budgets) Events per variable: 1.72e+03 Dataset: sdss_17' aria-label='MarkovBlanket Validity: 0.796 (mean over budgets) Events per variable: 1.72e+03 Dataset: sdss_17'/></svg><script type='text/plain' id='sa-csv'>method,epv,validity
|
| 36 |
+
(R)ReliefF,0.0013,0.9992
|
| 37 |
+
(R)ReliefF,0.0048,0.9957
|
| 38 |
+
(R)ReliefF,0.1081,0.8996
|
| 39 |
+
(R)ReliefF,0.1143,0.908
|
| 40 |
+
(R)ReliefF,0.2105,0.8685
|
| 41 |
+
(R)ReliefF,0.2212,0.8736
|
| 42 |
+
(R)ReliefF,0.2647,0.8662
|
| 43 |
+
(R)ReliefF,0.5882,0.8827
|
| 44 |
+
(R)ReliefF,2.5,0.7572
|
| 45 |
+
(R)ReliefF,20.7419,0.9067
|
| 46 |
+
(R)ReliefF,22.0556,0.8279
|
| 47 |
+
(R)ReliefF,1723.7273,0.8788
|
| 48 |
+
CART,0.0013,0.65
|
| 49 |
+
CART,0.0048,0.7266
|
| 50 |
+
CART,0.1081,0.5652
|
| 51 |
+
CART,0.1143,0.8088
|
| 52 |
+
CART,0.2105,0.7133
|
| 53 |
+
CART,0.2212,0.8593
|
| 54 |
+
CART,0.2647,0.8545
|
| 55 |
+
CART,0.5882,0.7667
|
| 56 |
+
CART,2.5,0.6106
|
| 57 |
+
CART,20.7419,0.8876
|
| 58 |
+
CART,22.0556,0.5987
|
| 59 |
+
CART,1723.7273,0.8235
|
| 60 |
+
ElasticNet,0.0013,0.9276
|
| 61 |
+
ElasticNet,0.0048,0.9439
|
| 62 |
+
ElasticNet,0.1081,0.9753
|
| 63 |
+
ElasticNet,0.1143,0.8918
|
| 64 |
+
ElasticNet,0.2105,0.7421
|
| 65 |
+
ElasticNet,0.2212,0.9524
|
| 66 |
+
ElasticNet,0.2647,0.8336
|
| 67 |
+
ElasticNet,0.5882,0.838
|
| 68 |
+
ElasticNet,2.5,0.7839
|
| 69 |
+
ElasticNet,20.7419,1.0
|
| 70 |
+
ElasticNet,22.0556,0.8181
|
| 71 |
+
ElasticNet,1723.7273,0.9067
|
| 72 |
+
F-Test,0.0013,1.0
|
| 73 |
+
F-Test,0.0048,0.9949
|
| 74 |
+
F-Test,0.1081,0.9654
|
| 75 |
+
F-Test,0.1143,0.9031
|
| 76 |
+
F-Test,0.2105,0.8248
|
| 77 |
+
F-Test,0.2212,0.974
|
| 78 |
+
F-Test,0.2647,0.8699
|
| 79 |
+
F-Test,0.5882,0.8747
|
| 80 |
+
F-Test,2.5,0.8806
|
| 81 |
+
F-Test,20.7419,1.0
|
| 82 |
+
F-Test,22.0556,0.883
|
| 83 |
+
F-Test,1723.7273,0.9067
|
| 84 |
+
GainRatio,0.0013,1.0
|
| 85 |
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data/lasagna/validity/noise_0.75/tasks_regression/binary_thr_003.html
ADDED
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| 1 |
+
<!doctype html>
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| 2 |
+
<html lang='en'><head><meta charset='utf-8'><meta name='viewport' content='width=device-width,initial-scale=1'><title>SelectArena: validity (noise 0.75, regression tasks)</title><style>
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| 3 |
+
:root { --fg:#1f2328; --muted:#59636e; --bg:#ffffff; --line:#d1d9e0; --soft:#f6f8fa; --accent:#0072B2; }
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| 4 |
+
@media (prefers-color-scheme: dark) {
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| 5 |
+
:root:not([data-theme="light"]) { --fg:#e6edf3; --muted:#9198a1; --bg:#0d1117; --line:#3d444d; --soft:#151b23; --accent:#4aa3df; }
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| 6 |
+
}
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| 7 |
+
:root[data-theme="dark"] { --fg:#e6edf3; --muted:#9198a1; --bg:#0d1117; --line:#3d444d; --soft:#151b23; --accent:#4aa3df; }
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| 8 |
+
html, body { margin:0; padding:0; background:var(--bg); color:var(--fg);
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| 9 |
+
font:14px/1.45 system-ui,-apple-system,"Segoe UI",Roboto,sans-serif; }
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| 10 |
+
.toolbar { display:flex; gap:6px; justify-content:flex-end; align-items:center; padding:4px 2px 8px; }
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| 11 |
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.toolbar .hint { margin-right:auto; color:var(--muted); font-size:12px; }
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| 12 |
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.toolbar button { font:inherit; font-size:12px; color:var(--fg); background:var(--soft);
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| 13 |
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border:1px solid var(--line); border-radius:6px; padding:3px 10px; cursor:pointer; }
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| 14 |
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.toolbar button:hover { border-color:var(--accent); }
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| 15 |
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| 16 |
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#sa-tip { position:fixed; z-index:10; pointer-events:none; display:none; max-width:280px;
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| 17 |
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padding:6px 9px; border-radius:6px; border:1px solid var(--line); background:var(--bg); color:var(--fg);
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| 18 |
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font-size:12px; line-height:1.45; white-space:pre-line; box-shadow:0 2px 8px rgba(0,0,0,0.15); }
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| 19 |
+
#sa-tip b { font-weight:600; }
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| 20 |
+
</style></head><body><div class='toolbar'><span class='hint'>Hover or tap a cell for its value.</span><button onclick="saSvg('selectarena_validity_binary_thr_003')">SVG</button><button onclick="saPng('selectarena_validity_binary_thr_003')">PNG</button><button onclick="saCsv('selectarena_validity_binary_thr_003.csv')">CSV</button></div><svg id='sa-figure' viewBox='0 0 864 340' role='img' aria-label='Validity per method and events per variable'><style>
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| 21 |
+
svg { display:block; width:100%; height:auto; }
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| 22 |
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.sa-text { fill:var(--fg); }
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| 23 |
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.sa-muted { fill:var(--muted); }
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| 24 |
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.sa-grid { stroke:var(--line); }
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| 25 |
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.sa-ink { stroke:var(--fg); }
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| 26 |
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.sa-hit { fill:transparent; cursor:default; }
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| 27 |
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.sa-hit:hover, .sa-hit.sa-on { fill:var(--fg); fill-opacity:0.06; }
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| 28 |
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| 29 |
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.sa-dim { fill:var(--muted); }
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| 30 |
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.sa-frame-line { stroke:var(--fg); stroke-opacity:0.3; fill:none; }
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| 31 |
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.sa-point { stroke:var(--fg); }
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| 32 |
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.sa-legend { fill:var(--bg); stroke:var(--line); }
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| 33 |
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.sa-heat { image-rendering:pixelated; image-rendering:crisp-edges; }
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.sa-halo { paint-order:stroke; stroke:var(--bg); stroke-width:3px; stroke-opacity:0.7; }
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| 35 |
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y='245.25' width='45.67' height='17.55' fill='#f7fbff' shape-rendering='crispEdges'/><rect x='209.82' y='245.25' width='22.47' height='17.55' fill='#08306b' shape-rendering='crispEdges'/><rect x='189.43' y='245.25' width='20.69' height='17.55' fill='#f7fbff' shape-rendering='crispEdges'/><rect x='151.20' y='245.25' width='38.53' height='17.55' fill='#f7fbff' shape-rendering='crispEdges'/><rect x='618.67' y='262.50' width='35.63' height='17.55' fill='#f7fbff' shape-rendering='crispEdges'/><rect x='566.63' y='262.50' width='52.34' height='17.55' fill='#f7fbff' shape-rendering='crispEdges'/><rect x='498.75' y='262.50' width='68.18' height='17.55' fill='#f7fbff' shape-rendering='crispEdges'/><rect x='389.95' y='262.50' width='109.10' height='17.55' fill='#f7fbff' shape-rendering='crispEdges'/><rect x='308.25' y='262.50' width='82.00' height='17.55' fill='#f7fbff' shape-rendering='crispEdges'/><rect x='277.37' y='262.50' width='31.18' height='17.55' fill='#08306b' shape-rendering='crispEdges'/><rect x='231.99' y='262.50' width='45.67' height='17.55' fill='#f7fbff' shape-rendering='crispEdges'/><rect x='209.82' y='262.50' width='22.47' height='17.55' fill='#f7fbff' shape-rendering='crispEdges'/><rect x='189.43' y='262.50' width='20.69' height='17.55' fill='#f7fbff' shape-rendering='crispEdges'/><rect x='151.20' y='262.50' width='38.53' height='17.55' fill='#f7fbff' shape-rendering='crispEdges'/><rect class='sa-frame-line' x='151.2' y='21.0' width='502.8' height='258.8' stroke-opacity='0.8'/><text class='sa-text' x='142.2' y='29.6' text-anchor='end' dominant-baseline='central' font-size='14.2'>MI</text><text class='sa-text' x='142.2' y='46.9' text-anchor='end' dominant-baseline='central' font-size='14.2'>F-Test</text><text class='sa-text' x='142.2' y='64.1' text-anchor='end' dominant-baseline='central' font-size='14.2'>(R)ReliefF</text><text class='sa-text' x='142.2' y='81.4' text-anchor='end' dominant-baseline='central' 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class='sa-text' x='142.2' y='236.6' text-anchor='end' dominant-baseline='central' font-size='14.2'>SBE</text><text class='sa-text' x='142.2' y='253.9' text-anchor='end' dominant-baseline='central' font-size='14.2'>mRMR</text><text class='sa-text' x='142.2' y='271.1' text-anchor='end' dominant-baseline='central' font-size='14.2'>Random</text><line class='sa-ink' x1='636.3' x2='636.3' y1='279.8' y2='285.8' stroke-width='1'/><text class='sa-text' x='636.3' y='300.8' text-anchor='middle' font-size='13.5'>5.6</text><line class='sa-ink' x1='532.3' x2='532.3' y1='279.8' y2='285.8' stroke-width='1'/><text class='sa-text' x='532.3' y='300.8' text-anchor='middle' font-size='13.5'>19.4</text><line class='sa-ink' x1='314.7' x2='314.7' y1='279.8' y2='285.8' stroke-width='1'/><text class='sa-text' x='314.7' y='300.8' text-anchor='middle' font-size='13.5'>259.3</text><line class='sa-ink' x1='252.9' x2='252.9' y1='279.8' y2='285.8' stroke-width='1'/><text class='sa-text' x='252.9' y='300.8' 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budgets) Events per variable: 918 Dataset: miami_housing' aria-label='LaplacianScore Validity: 0.825 (mean over budgets) Events per variable: 918 Dataset: miami_housing'/><rect class='sa-hit' x='151.20' y='90.00' width='38.23' height='17.25' data-tip='LaplacianScore Validity: 0.758 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity' aria-label='LaplacianScore Validity: 0.758 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity'/><rect class='sa-hit' x='618.67' y='107.25' width='35.33' height='17.25' data-tip='Lasso Validity: 0.957 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11' aria-label='Lasso Validity: 0.957 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11'/><rect class='sa-hit' x='566.63' y='107.25' width='52.04' height='17.25' data-tip='Lasso Validity: 0.623 (mean over budgets) Events per variable: 8.54 Dataset: automobile' aria-label='Lasso Validity: 0.623 (mean over budgets) 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x='209.82' y='107.25' width='22.17' height='17.25' data-tip='Lasso Validity: 0.707 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses' aria-label='Lasso Validity: 0.707 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses'/><rect class='sa-hit' x='189.43' y='107.25' width='20.39' height='17.25' data-tip='Lasso Validity: 0.903 (mean over budgets) Events per variable: 918 Dataset: miami_housing At this EPV: top-3, within 0.03 of the best' aria-label='Lasso Validity: 0.903 (mean over budgets) Events per variable: 918 Dataset: miami_housing At this EPV: top-3, within 0.03 of the best'/><rect class='sa-hit' x='151.20' y='107.25' width='38.23' height='17.25' data-tip='Lasso Validity: 1.000 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity At this EPV: top-3, within 0.03 of the best' aria-label='Lasso Validity: 1.000 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity At this EPV: top-3, within 0.03 of the best'/><rect class='sa-hit' x='618.67' y='124.50' width='35.33' height='17.25' data-tip='GainRatio Validity: 0.037 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11' aria-label='GainRatio Validity: 0.037 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11'/><rect class='sa-hit' x='566.63' y='124.50' width='52.04' height='17.25' data-tip='GainRatio Validity: 0.892 (mean over budgets) Events per variable: 8.54 Dataset: automobile At this EPV: top-3, within 0.03 of the best' aria-label='GainRatio Validity: 0.892 (mean over budgets) Events per variable: 8.54 Dataset: automobile At this EPV: top-3, within 0.03 of the best'/><rect class='sa-hit' x='498.75' y='124.50' width='67.88' height='17.25' data-tip='GainRatio Validity: 0.879 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction' aria-label='GainRatio Validity: 0.879 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction'/><rect class='sa-hit' x='389.95' y='124.50' width='108.80' height='17.25' data-tip='GainRatio Validity: 0.584 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires' aria-label='GainRatio Validity: 0.584 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires'/><rect class='sa-hit' x='231.99' y='124.50' width='45.37' height='17.25' data-tip='GainRatio Validity: 0.872 (mean over budgets) Events per variable: 541 Dataset: wine_quality' aria-label='GainRatio Validity: 0.872 (mean over budgets) Events per variable: 541 Dataset: wine_quality'/><rect class='sa-hit' x='209.82' y='124.50' width='22.17' height='17.25' data-tip='GainRatio Validity: 0.905 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses At this EPV: top-3, within 0.03 of the best' aria-label='GainRatio Validity: 0.905 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses At this EPV: top-3, within 0.03 of the best'/><rect class='sa-hit' x='189.43' y='124.50' width='20.39' height='17.25' data-tip='GainRatio Validity: 0.892 (mean over budgets) Events per variable: 918 Dataset: miami_housing At this EPV: within 0.03 of the best' aria-label='GainRatio Validity: 0.892 (mean over budgets) Events per variable: 918 Dataset: miami_housing At this EPV: within 0.03 of the best'/><rect class='sa-hit' x='151.20' y='124.50' width='38.23' height='17.25' data-tip='GainRatio Validity: 0.989 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity At this EPV: within 0.03 of the best' aria-label='GainRatio Validity: 0.989 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity At this EPV: within 0.03 of the best'/><rect class='sa-hit' x='618.67' y='141.75' width='35.33' height='17.25' data-tip='MarkovBlanket Validity: 0.586 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11' aria-label='MarkovBlanket Validity: 0.586 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11'/><rect class='sa-hit' x='566.63' y='141.75' width='52.04' height='17.25' data-tip='MarkovBlanket Validity: 0.661 (mean over budgets) Events per variable: 8.54 Dataset: automobile' aria-label='MarkovBlanket Validity: 0.661 (mean over budgets) Events per variable: 8.54 Dataset: automobile'/><rect class='sa-hit' x='498.75' y='141.75' width='67.88' height='17.25' data-tip='MarkovBlanket Validity: 0.886 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction At this EPV: top-3, within 0.03 of the best' aria-label='MarkovBlanket Validity: 0.886 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction At this EPV: top-3, within 0.03 of the best'/><rect class='sa-hit' x='389.95' y='141.75' width='108.80' height='17.25' data-tip='MarkovBlanket Validity: 0.634 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires' aria-label='MarkovBlanket Validity: 0.634 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires'/><rect class='sa-hit' x='231.99' y='141.75' width='45.37' height='17.25' data-tip='MarkovBlanket Validity: 0.592 (mean over budgets) Events per variable: 541 Dataset: wine_quality' aria-label='MarkovBlanket Validity: 0.592 (mean over budgets) Events per variable: 541 Dataset: wine_quality'/><rect class='sa-hit' x='209.82' y='141.75' width='22.17' height='17.25' data-tip='MarkovBlanket Validity: 0.843 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses' aria-label='MarkovBlanket Validity: 0.843 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses'/><rect class='sa-hit' x='189.43' y='141.75' width='20.39' height='17.25' data-tip='MarkovBlanket Validity: 0.872 (mean over budgets) Events per variable: 918 Dataset: miami_housing' aria-label='MarkovBlanket Validity: 0.872 (mean over budgets) Events per variable: 918 Dataset: miami_housing'/><rect class='sa-hit' x='151.20' y='141.75' width='38.23' height='17.25' data-tip='MarkovBlanket Validity: 0.976 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity At this EPV: within 0.03 of the best' aria-label='MarkovBlanket Validity: 0.976 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity At this EPV: within 0.03 of the best'/><rect class='sa-hit' x='618.67' y='159.00' width='35.33' height='17.25' data-tip='RFImportance Validity: 0.850 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11' aria-label='RFImportance Validity: 0.850 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11'/><rect class='sa-hit' x='566.63' y='159.00' width='52.04' height='17.25' data-tip='RFImportance Validity: 0.779 (mean over budgets) Events per variable: 8.54 Dataset: automobile' aria-label='RFImportance Validity: 0.779 (mean over budgets) Events per variable: 8.54 Dataset: automobile'/><rect class='sa-hit' x='498.75' y='159.00' width='67.88' height='17.25' data-tip='RFImportance Validity: 0.676 (mean over budgets) Events per variable: 19.4 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class='sa-hit' x='389.95' y='245.25' width='108.80' height='17.25' data-tip='mRMR Validity: 0.569 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires' aria-label='mRMR Validity: 0.569 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires'/><rect class='sa-hit' x='231.99' y='245.25' width='45.37' height='17.25' data-tip='mRMR Validity: 0.481 (mean over budgets) Events per variable: 541 Dataset: wine_quality' aria-label='mRMR Validity: 0.481 (mean over budgets) Events per variable: 541 Dataset: wine_quality'/><rect class='sa-hit' x='209.82' y='245.25' width='22.17' height='17.25' data-tip='mRMR Validity: 0.905 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses At this EPV: within 0.03 of the best' aria-label='mRMR Validity: 0.905 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses At this EPV: within 0.03 of the best'/><rect class='sa-hit' x='189.43' y='245.25' width='20.39' height='17.25' data-tip='mRMR Validity: 0.768 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variable: 8.54 Dataset: automobile'/><rect class='sa-hit' x='498.75' y='262.50' width='67.88' height='17.25' data-tip='Random Validity: 0.722 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction' aria-label='Random Validity: 0.722 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction'/><rect class='sa-hit' x='389.95' y='262.50' width='108.80' height='17.25' data-tip='Random Validity: 0.634 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires' aria-label='Random Validity: 0.634 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires'/><rect class='sa-hit' x='308.25' y='262.50' width='81.70' height='17.25' data-tip='Random Validity: 0.467 (mean over budgets) Events per variable: 259 Dataset: superconductivity' aria-label='Random Validity: 0.467 (mean over budgets) Events per variable: 259 Dataset: superconductivity'/><rect class='sa-hit' x='277.37' y='262.50' width='30.88' height='17.25' data-tip='Random 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(R)ReliefF,5.6064,0.9868
|
| 37 |
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(R)ReliefF,8.5417,0.8324
|
| 38 |
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(R)ReliefF,19.3846,0.8787
|
| 39 |
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(R)ReliefF,43.0833,0.6891
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| 40 |
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(R)ReliefF,541.4167,0.9048
|
| 41 |
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(R)ReliefF,891.0,0.8144
|
| 42 |
+
(R)ReliefF,918.4,0.8828
|
| 43 |
+
(R)ReliefF,1448.5923,0.9438
|
| 44 |
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CART,5.6064,0.7682
|
| 45 |
+
CART,8.5417,0.72
|
| 46 |
+
CART,19.3846,0.6986
|
| 47 |
+
CART,43.0833,0.3156
|
| 48 |
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CART,541.4167,0.8794
|
| 49 |
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CART,891.0,0.6631
|
| 50 |
+
CART,918.4,0.8717
|
| 51 |
+
CART,1448.5923,0.7983
|
| 52 |
+
ElasticNet,5.6064,0.9569
|
| 53 |
+
ElasticNet,8.5417,0.6229
|
| 54 |
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ElasticNet,19.3846,0.8443
|
| 55 |
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ElasticNet,43.0833,0.5567
|
| 56 |
+
ElasticNet,541.4167,0.8905
|
| 57 |
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ElasticNet,891.0,0.9048
|
| 58 |
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ElasticNet,918.4,0.903
|
| 59 |
+
ElasticNet,1448.5923,1.0
|
| 60 |
+
F-Test,5.6064,0.9996
|
| 61 |
+
F-Test,8.5417,0.8362
|
| 62 |
+
F-Test,19.3846,0.9102
|
| 63 |
+
F-Test,43.0833,0.7034
|
| 64 |
+
F-Test,541.4167,0.9048
|
| 65 |
+
F-Test,891.0,0.8905
|
| 66 |
+
F-Test,918.4,0.903
|
| 67 |
+
F-Test,1448.5923,1.0
|
| 68 |
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GainRatio,5.6064,0.0373
|
| 69 |
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GainRatio,8.5417,0.8919
|
| 70 |
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GainRatio,19.3846,0.8787
|
| 71 |
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GainRatio,43.0833,0.5845
|
| 72 |
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GainRatio,541.4167,0.8723
|
| 73 |
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GainRatio,891.0,0.9048
|
| 74 |
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GainRatio,918.4,0.8919
|
| 75 |
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GainRatio,1448.5923,0.9891
|
| 76 |
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LOCO,5.6064,0.4652
|
| 77 |
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LOCO,8.5417,0.74
|
| 78 |
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LOCO,19.3846,0.6446
|
| 79 |
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LOCO,43.0833,0.5781
|
| 80 |
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LOCO,259.3049,0.9278
|
| 81 |
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LOCO,302.086,0.4785
|
| 82 |
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LOCO,541.4167,0.9048
|
| 83 |
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LOCO,891.0,0.7027
|
| 84 |
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LOCO,918.4,0.8409
|
| 85 |
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LOCO,1448.5923,0.8619
|
| 86 |
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LaplacianScore,5.6064,1.0
|
| 87 |
+
LaplacianScore,8.5417,0.9086
|
| 88 |
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LaplacianScore,19.3846,0.8863
|
| 89 |
+
LaplacianScore,43.0833,0.7962
|
| 90 |
+
LaplacianScore,541.4167,0.6002
|
| 91 |
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LaplacianScore,891.0,0.739
|
| 92 |
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LaplacianScore,918.4,0.8254
|
| 93 |
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LaplacianScore,1448.5923,0.7576
|
| 94 |
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Lasso,5.6064,0.9569
|
| 95 |
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Lasso,8.5417,0.6229
|
| 96 |
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Lasso,19.3846,0.8309
|
| 97 |
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Lasso,43.0833,0.5567
|
| 98 |
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Lasso,541.4167,0.8905
|
| 99 |
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Lasso,891.0,0.7066
|
| 100 |
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Lasso,918.4,0.903
|
| 101 |
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Lasso,1448.5923,1.0
|
| 102 |
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MI,5.6064,0.9593
|
| 103 |
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MI,8.5417,0.899
|
| 104 |
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MI,19.3846,0.8653
|
| 105 |
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MI,43.0833,0.797
|
| 106 |
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MI,541.4167,0.9048
|
| 107 |
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MI,891.0,0.9048
|
| 108 |
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MI,918.4,0.8919
|
| 109 |
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MI,1448.5923,0.9848
|
| 110 |
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MarkovBlanket,5.6064,0.5857
|
| 111 |
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MarkovBlanket,8.5417,0.6614
|
| 112 |
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MarkovBlanket,19.3846,0.8863
|
| 113 |
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MarkovBlanket,43.0833,0.6344
|
| 114 |
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MarkovBlanket,541.4167,0.5917
|
| 115 |
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MarkovBlanket,891.0,0.843
|
| 116 |
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MarkovBlanket,918.4,0.8717
|
| 117 |
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MarkovBlanket,1448.5923,0.9757
|
| 118 |
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RFImportance,5.6064,0.8496
|
| 119 |
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RFImportance,8.5417,0.7786
|
| 120 |
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RFImportance,19.3846,0.6764
|
| 121 |
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RFImportance,43.0833,0.3838
|
| 122 |
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RFImportance,541.4167,0.8794
|
| 123 |
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RFImportance,891.0,0.6916
|
| 124 |
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RFImportance,918.4,0.8626
|
| 125 |
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RFImportance,1448.5923,0.7992
|
| 126 |
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Random,5.6064,0.6017
|
| 127 |
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Random,8.5417,0.6752
|
| 128 |
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Random,19.3846,0.7215
|
| 129 |
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Random,43.0833,0.6344
|
| 130 |
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Random,259.3049,0.4667
|
| 131 |
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Random,302.086,0.5512
|
| 132 |
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Random,541.4167,0.5917
|
| 133 |
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Random,891.0,0.5409
|
| 134 |
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Random,918.4,0.6811
|
| 135 |
+
Random,1448.5923,0.6792
|
| 136 |
+
SBE,5.6064,0.6013
|
| 137 |
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SBE,8.5417,0.7043
|
| 138 |
+
SBE,19.3846,0.6381
|
| 139 |
+
SBE,43.0833,0.6645
|
| 140 |
+
SBE,259.3049,0.4984
|
| 141 |
+
SBE,302.086,0.5046
|
| 142 |
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SBE,541.4167,0.8723
|
| 143 |
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SBE,891.0,0.8105
|
| 144 |
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SBE,918.4,0.8828
|
| 145 |
+
SBE,1448.5923,0.5926
|
| 146 |
+
SFS,5.6064,0.6505
|
| 147 |
+
SFS,8.5417,0.6695
|
| 148 |
+
SFS,19.3846,0.6994
|
| 149 |
+
SFS,43.0833,0.5781
|
| 150 |
+
SFS,259.3049,0.8437
|
| 151 |
+
SFS,302.086,0.5222
|
| 152 |
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SFS,541.4167,0.6502
|
| 153 |
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SFS,891.0,0.8469
|
| 154 |
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SFS,918.4,0.8919
|
| 155 |
+
SFS,1448.5923,0.6983
|
| 156 |
+
mRMR,5.6064,0.1541
|
| 157 |
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mRMR,8.5417,0.689
|
| 158 |
+
mRMR,19.3846,0.546
|
| 159 |
+
mRMR,43.0833,0.5695
|
| 160 |
+
mRMR,541.4167,0.4805
|
| 161 |
+
mRMR,891.0,0.9048
|
| 162 |
+
mRMR,918.4,0.7678
|
| 163 |
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mRMR,1448.5923,0.9159
|
| 164 |
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ctx.drawImage(img, 0, 0, canvas.width, canvas.height);
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canvas.toBlob(function (blob) { saDownload(name + '.png', blob); });
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img.src = 'data:image/svg+xml;charset=utf-8,' + encodeURIComponent(saSvgString());
|
| 273 |
+
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</script></body></html>
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data/lasagna/validity/noise_0.75/tasks_regression/overlay_top_3.html
ADDED
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| 1 |
+
<!doctype html>
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| 2 |
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<html lang='en'><head><meta charset='utf-8'><meta name='viewport' content='width=device-width,initial-scale=1'><title>SelectArena: validity (noise 0.75, regression tasks)</title><style>
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:root { --fg:#1f2328; --muted:#59636e; --bg:#ffffff; --line:#d1d9e0; --soft:#f6f8fa; --accent:#0072B2; }
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:root:not([data-theme="light"]) { --fg:#e6edf3; --muted:#9198a1; --bg:#0d1117; --line:#3d444d; --soft:#151b23; --accent:#4aa3df; }
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}
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:root[data-theme="dark"] { --fg:#e6edf3; --muted:#9198a1; --bg:#0d1117; --line:#3d444d; --soft:#151b23; --accent:#4aa3df; }
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html, body { margin:0; padding:0; background:var(--bg); color:var(--fg);
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font:14px/1.45 system-ui,-apple-system,"Segoe UI",Roboto,sans-serif; }
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#sa-tip { position:fixed; z-index:10; pointer-events:none; display:none; max-width:280px;
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padding:6px 9px; border-radius:6px; border:1px solid var(--line); background:var(--bg); color:var(--fg);
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font-size:12px; line-height:1.45; white-space:pre-line; box-shadow:0 2px 8px rgba(0,0,0,0.15); }
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#sa-tip b { font-weight:600; }
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| 20 |
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</style></head><body><div class='toolbar'><span class='hint'>Hover or tap a cell for its value.</span><button onclick="saSvg('selectarena_validity_overlay_top_3')">SVG</button><button onclick="saPng('selectarena_validity_overlay_top_3')">PNG</button><button onclick="saCsv('selectarena_validity_overlay_top_3.csv')">CSV</button></div><svg id='sa-figure' viewBox='0 0 864 340' role='img' aria-label='Validity per method and events per variable'><style>
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svg { display:block; width:100%; height:auto; }
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.sa-halo { paint-order:stroke; stroke:var(--bg); stroke-width:3px; stroke-opacity:0.7; }
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the best' aria-label='F-Test Validity: 0.890 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses At this EPV: within 0.03 of the best'/><rect class='sa-hit' x='192.86' y='38.25' width='22.21' height='17.25' data-tip='F-Test Validity: 0.903 (mean over budgets) Events per variable: 918 Dataset: miami_housing At this EPV: top-3, within 0.03 of the best' aria-label='F-Test Validity: 0.903 (mean over budgets) Events per variable: 918 Dataset: miami_housing At this EPV: top-3, within 0.03 of the best'/><rect class='sa-hit' x='151.20' y='38.25' width='41.66' height='17.25' data-tip='F-Test Validity: 1.000 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity At this EPV: top-3, within 0.03 of the best' aria-label='F-Test Validity: 1.000 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity At this EPV: top-3, within 0.03 of the best'/><rect class='sa-hit' x='660.51' y='55.50' width='38.49' height='17.25' data-tip='(R)ReliefF Validity: 0.987 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11 At this EPV: top-3, within 0.03 of the best' aria-label='(R)ReliefF Validity: 0.987 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11 At this EPV: top-3, within 0.03 of the best'/><rect class='sa-hit' x='603.81' y='55.50' width='56.70' height='17.25' data-tip='(R)ReliefF Validity: 0.832 (mean over budgets) Events per variable: 8.54 Dataset: automobile' aria-label='(R)ReliefF Validity: 0.832 (mean over budgets) Events per variable: 8.54 Dataset: automobile'/><rect class='sa-hit' x='529.85' y='55.50' width='73.96' height='17.25' data-tip='(R)ReliefF Validity: 0.879 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction' aria-label='(R)ReliefF Validity: 0.879 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction'/><rect class='sa-hit' x='411.32' y='55.50' width='118.54' height='17.25' data-tip='(R)ReliefF Validity: 0.689 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Dataset: miami_housing At this EPV: within 0.03 of the best' aria-label='(R)ReliefF Validity: 0.883 (mean over budgets) Events per variable: 918 Dataset: miami_housing At this EPV: within 0.03 of the best'/><rect class='sa-hit' x='151.20' y='55.50' width='41.66' height='17.25' data-tip='(R)ReliefF Validity: 0.944 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity' aria-label='(R)ReliefF Validity: 0.944 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity'/><rect class='sa-hit' x='660.51' y='72.75' width='38.49' height='17.25' data-tip='ElasticNet Validity: 0.957 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11' aria-label='ElasticNet Validity: 0.957 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11'/><rect class='sa-hit' x='603.81' y='72.75' width='56.70' height='17.25' data-tip='ElasticNet Validity: 0.623 (mean over budgets) Events per variable: 8.54 Dataset: automobile' 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Dataset: wine_quality At this EPV: within 0.03 of the best'/><rect class='sa-hit' x='215.07' y='72.75' width='24.15' height='17.25' data-tip='ElasticNet Validity: 0.905 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses At this EPV: top-3, within 0.03 of the best' aria-label='ElasticNet Validity: 0.905 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses At this EPV: top-3, within 0.03 of the best'/><rect class='sa-hit' x='192.86' y='72.75' width='22.21' height='17.25' data-tip='ElasticNet Validity: 0.903 (mean over budgets) Events per variable: 918 Dataset: miami_housing At this EPV: top-3, within 0.03 of the best' aria-label='ElasticNet Validity: 0.903 (mean over budgets) Events per variable: 918 Dataset: miami_housing At this EPV: top-3, within 0.03 of the best'/><rect class='sa-hit' x='151.20' y='72.75' width='41.66' height='17.25' data-tip='ElasticNet Validity: 1.000 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity At this EPV: top-3, within 0.03 of the best' aria-label='ElasticNet Validity: 1.000 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity At this EPV: top-3, within 0.03 of the best'/><rect class='sa-hit' x='660.51' y='90.00' width='38.49' height='17.25' data-tip='LaplacianScore Validity: 1.000 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11 At this EPV: top-3, within 0.03 of the best' aria-label='LaplacianScore Validity: 1.000 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11 At this EPV: top-3, within 0.03 of the best'/><rect class='sa-hit' x='603.81' y='90.00' width='56.70' height='17.25' data-tip='LaplacianScore Validity: 0.909 (mean over budgets) Events per variable: 8.54 Dataset: automobile At this EPV: top-3, within 0.03 of the best' aria-label='LaplacianScore Validity: 0.909 (mean over budgets) Events per variable: 8.54 Dataset: automobile At this EPV: top-3, within 0.03 of the best'/><rect class='sa-hit' x='529.85' y='90.00' width='73.96' height='17.25' data-tip='LaplacianScore Validity: 0.886 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction At this EPV: top-3, within 0.03 of the best' aria-label='LaplacianScore Validity: 0.886 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction At this EPV: top-3, within 0.03 of the best'/><rect class='sa-hit' x='411.32' y='90.00' width='118.54' height='17.25' data-tip='LaplacianScore Validity: 0.796 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires At this EPV: top-3, within 0.03 of the best' aria-label='LaplacianScore Validity: 0.796 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires At this EPV: top-3, within 0.03 of the best'/><rect class='sa-hit' x='239.22' y='90.00' width='49.44' height='17.25' data-tip='LaplacianScore Validity: 0.600 (mean over budgets) Events per variable: 541 Dataset: wine_quality' aria-label='LaplacianScore Validity: 0.600 (mean over budgets) Events per variable: 541 Dataset: wine_quality'/><rect class='sa-hit' x='215.07' y='90.00' width='24.15' height='17.25' data-tip='LaplacianScore Validity: 0.739 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses' aria-label='LaplacianScore Validity: 0.739 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses'/><rect class='sa-hit' x='192.86' y='90.00' width='22.21' height='17.25' data-tip='LaplacianScore Validity: 0.825 (mean over budgets) Events per variable: 918 Dataset: miami_housing' aria-label='LaplacianScore Validity: 0.825 (mean over budgets) Events per variable: 918 Dataset: miami_housing'/><rect class='sa-hit' x='151.20' y='90.00' width='41.66' height='17.25' data-tip='LaplacianScore Validity: 0.758 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity' aria-label='LaplacianScore Validity: 0.758 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity'/><rect class='sa-hit' x='660.51' y='107.25' width='38.49' height='17.25' data-tip='Lasso Validity: 0.957 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11' aria-label='Lasso Validity: 0.957 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11'/><rect class='sa-hit' x='603.81' y='107.25' width='56.70' height='17.25' data-tip='Lasso Validity: 0.623 (mean over budgets) Events per variable: 8.54 Dataset: automobile' aria-label='Lasso Validity: 0.623 (mean over budgets) Events per variable: 8.54 Dataset: automobile'/><rect class='sa-hit' x='529.85' y='107.25' width='73.96' height='17.25' data-tip='Lasso Validity: 0.831 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction' aria-label='Lasso Validity: 0.831 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction'/><rect class='sa-hit' x='411.32' y='107.25' width='118.54' height='17.25' data-tip='Lasso Validity: 0.557 (mean over budgets) 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best' aria-label='Lasso Validity: 0.903 (mean over budgets) Events per variable: 918 Dataset: miami_housing At this EPV: top-3, within 0.03 of the best'/><rect class='sa-hit' x='151.20' y='107.25' width='41.66' height='17.25' data-tip='Lasso Validity: 1.000 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity At this EPV: top-3, within 0.03 of the best' aria-label='Lasso Validity: 1.000 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity At this EPV: top-3, within 0.03 of the best'/><rect class='sa-hit' x='660.51' y='124.50' width='38.49' height='17.25' data-tip='GainRatio Validity: 0.037 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11' aria-label='GainRatio Validity: 0.037 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11'/><rect class='sa-hit' x='603.81' y='124.50' width='56.70' height='17.25' data-tip='GainRatio Validity: 0.892 (mean over budgets) Events per variable: 8.54 Dataset: automobile At this EPV: top-3, within 0.03 of the best' aria-label='GainRatio Validity: 0.892 (mean over budgets) Events per variable: 8.54 Dataset: automobile At this EPV: top-3, within 0.03 of the best'/><rect class='sa-hit' x='529.85' y='124.50' width='73.96' height='17.25' data-tip='GainRatio Validity: 0.879 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction' aria-label='GainRatio Validity: 0.879 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction'/><rect class='sa-hit' x='411.32' y='124.50' width='118.54' height='17.25' data-tip='GainRatio Validity: 0.584 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires' aria-label='GainRatio Validity: 0.584 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires'/><rect class='sa-hit' x='239.22' y='124.50' width='49.44' height='17.25' data-tip='GainRatio Validity: 0.872 (mean over budgets) Events per variable: 541 Dataset: wine_quality' aria-label='GainRatio Validity: 0.872 (mean over budgets) Events per variable: 541 Dataset: wine_quality'/><rect class='sa-hit' x='215.07' y='124.50' width='24.15' height='17.25' data-tip='GainRatio Validity: 0.905 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses At this EPV: top-3, within 0.03 of the best' aria-label='GainRatio Validity: 0.905 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses At this EPV: top-3, within 0.03 of the best'/><rect class='sa-hit' x='192.86' y='124.50' width='22.21' height='17.25' data-tip='GainRatio Validity: 0.892 (mean over budgets) Events per variable: 918 Dataset: miami_housing At this EPV: within 0.03 of the best' aria-label='GainRatio Validity: 0.892 (mean over budgets) Events per variable: 918 Dataset: miami_housing At this EPV: within 0.03 of the best'/><rect class='sa-hit' x='151.20' y='124.50' width='41.66' height='17.25' data-tip='GainRatio Validity: 0.989 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity At this EPV: within 0.03 of the best' aria-label='GainRatio Validity: 0.989 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity At this EPV: within 0.03 of the best'/><rect class='sa-hit' x='660.51' y='141.75' width='38.49' height='17.25' data-tip='MarkovBlanket Validity: 0.586 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11' aria-label='MarkovBlanket Validity: 0.586 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11'/><rect class='sa-hit' x='603.81' y='141.75' width='56.70' height='17.25' data-tip='MarkovBlanket Validity: 0.661 (mean over budgets) Events per variable: 8.54 Dataset: automobile' aria-label='MarkovBlanket Validity: 0.661 (mean over budgets) Events per variable: 8.54 Dataset: automobile'/><rect class='sa-hit' x='529.85' y='141.75' width='73.96' height='17.25' data-tip='MarkovBlanket Validity: 0.886 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction At this EPV: top-3, within 0.03 of the best' aria-label='MarkovBlanket Validity: 0.886 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction At this EPV: top-3, within 0.03 of the best'/><rect class='sa-hit' x='411.32' y='141.75' width='118.54' height='17.25' data-tip='MarkovBlanket Validity: 0.634 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires' aria-label='MarkovBlanket Validity: 0.634 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires'/><rect class='sa-hit' x='239.22' y='141.75' width='49.44' height='17.25' data-tip='MarkovBlanket Validity: 0.592 (mean over budgets) Events per variable: 541 Dataset: wine_quality' aria-label='MarkovBlanket Validity: 0.592 (mean over budgets) Events per variable: 541 Dataset: wine_quality'/><rect class='sa-hit' x='215.07' y='141.75' width='24.15' height='17.25' data-tip='MarkovBlanket Validity: 0.843 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses' aria-label='MarkovBlanket Validity: 0.843 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses'/><rect class='sa-hit' x='192.86' y='141.75' width='22.21' height='17.25' data-tip='MarkovBlanket Validity: 0.872 (mean over budgets) Events per variable: 918 Dataset: miami_housing' aria-label='MarkovBlanket Validity: 0.872 (mean over budgets) Events per variable: 918 Dataset: miami_housing'/><rect class='sa-hit' x='151.20' y='141.75' width='41.66' height='17.25' data-tip='MarkovBlanket Validity: 0.976 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity At this EPV: within 0.03 of the best' aria-label='MarkovBlanket Validity: 0.976 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity At this EPV: within 0.03 of the best'/><rect class='sa-hit' x='660.51' y='159.00' width='38.49' height='17.25' data-tip='RFImportance Validity: 0.850 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11' aria-label='RFImportance Validity: 0.850 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11'/><rect class='sa-hit' x='603.81' y='159.00' width='56.70' height='17.25' data-tip='RFImportance Validity: 0.779 (mean over budgets) Events per variable: 8.54 Dataset: automobile' aria-label='RFImportance Validity: 0.779 (mean over budgets) Events per variable: 8.54 Dataset: automobile'/><rect class='sa-hit' x='529.85' y='159.00' width='73.96' height='17.25' data-tip='RFImportance Validity: 0.676 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction' aria-label='RFImportance Validity: 0.676 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction'/><rect class='sa-hit' x='411.32' y='159.00' width='118.54' height='17.25' data-tip='RFImportance Validity: 0.384 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires' aria-label='RFImportance Validity: 0.384 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires'/><rect class='sa-hit' x='239.22' y='159.00' width='49.44' height='17.25' data-tip='RFImportance Validity: 0.879 (mean over budgets) Events per variable: 541 Dataset: wine_quality At this EPV: within 0.03 of the best' aria-label='RFImportance Validity: 0.879 (mean over budgets) Events per variable: 541 Dataset: wine_quality At this EPV: within 0.03 of the best'/><rect class='sa-hit' x='215.07' y='159.00' width='24.15' height='17.25' data-tip='RFImportance Validity: 0.692 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses' aria-label='RFImportance Validity: 0.692 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses'/><rect class='sa-hit' x='192.86' y='159.00' width='22.21' height='17.25' data-tip='RFImportance Validity: 0.863 (mean over budgets) Events per variable: 918 Dataset: miami_housing' aria-label='RFImportance Validity: 0.863 (mean over budgets) Events per variable: 918 Dataset: miami_housing'/><rect class='sa-hit' x='151.20' y='159.00' width='41.66' height='17.25' data-tip='RFImportance Validity: 0.799 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity' aria-label='RFImportance Validity: 0.799 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity'/><rect class='sa-hit' x='660.51' y='176.25' width='38.49' height='17.25' data-tip='LOCO Validity: 0.465 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11' aria-label='LOCO Validity: 0.465 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11'/><rect class='sa-hit' x='603.81' y='176.25' width='56.70' height='17.25' data-tip='LOCO Validity: 0.740 (mean over budgets) Events per variable: 8.54 Dataset: automobile' aria-label='LOCO Validity: 0.740 (mean over budgets) Events per variable: 8.54 Dataset: automobile'/><rect class='sa-hit' x='529.85' y='176.25' width='73.96' height='17.25' data-tip='LOCO Validity: 0.645 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction' aria-label='LOCO Validity: 0.645 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction'/><rect class='sa-hit' x='411.32' y='176.25' width='118.54' height='17.25' data-tip='LOCO Validity: 0.578 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires' aria-label='LOCO Validity: 0.578 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires'/><rect class='sa-hit' x='322.30' y='176.25' width='89.01' height='17.25' data-tip='LOCO Validity: 0.928 (mean over budgets) Events per variable: 259 Dataset: superconductivity At this EPV: top-3, within 0.03 of the best' aria-label='LOCO Validity: 0.928 (mean over budgets) Events per variable: 259 Dataset: superconductivity At this EPV: top-3, within 0.03 of the best'/><rect class='sa-hit' x='288.66' y='176.25' width='33.65' height='17.25' data-tip='LOCO Validity: 0.479 (mean over budgets) Events per variable: 302 Dataset: pva_revenue_prediction_kddcup98' aria-label='LOCO Validity: 0.479 (mean over budgets) Events per variable: 302 Dataset: pva_revenue_prediction_kddcup98'/><rect class='sa-hit' x='239.22' y='176.25' width='49.44' height='17.25' data-tip='LOCO Validity: 0.905 (mean over budgets) Events per variable: 541 Dataset: wine_quality At this EPV: within 0.03 of the best' aria-label='LOCO Validity: 0.905 (mean over budgets) Events per variable: 541 Dataset: wine_quality At this EPV: within 0.03 of the best'/><rect class='sa-hit' x='215.07' y='176.25' width='24.15' height='17.25' data-tip='LOCO Validity: 0.703 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses' aria-label='LOCO Validity: 0.703 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses'/><rect class='sa-hit' x='192.86' y='176.25' width='22.21' height='17.25' data-tip='LOCO Validity: 0.841 (mean over budgets) Events per variable: 918 Dataset: miami_housing' aria-label='LOCO Validity: 0.841 (mean over budgets) Events per variable: 918 Dataset: miami_housing'/><rect class='sa-hit' x='151.20' y='176.25' width='41.66' height='17.25' data-tip='LOCO Validity: 0.862 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity' aria-label='LOCO Validity: 0.862 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity'/><rect class='sa-hit' x='660.51' y='193.50' width='38.49' height='17.25' data-tip='CART Validity: 0.768 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11' aria-label='CART Validity: 0.768 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11'/><rect class='sa-hit' x='603.81' y='193.50' width='56.70' height='17.25' data-tip='CART Validity: 0.720 (mean over budgets) Events per variable: 8.54 Dataset: automobile' aria-label='CART Validity: 0.720 (mean over budgets) Events per variable: 8.54 Dataset: automobile'/><rect class='sa-hit' x='529.85' y='193.50' width='73.96' height='17.25' data-tip='CART Validity: 0.699 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction' aria-label='CART Validity: 0.699 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction'/><rect class='sa-hit' x='411.32' y='193.50' width='118.54' height='17.25' data-tip='CART Validity: 0.316 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires' aria-label='CART Validity: 0.316 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires'/><rect class='sa-hit' x='239.22' y='193.50' width='49.44' height='17.25' data-tip='CART Validity: 0.879 (mean over budgets) Events per variable: 541 Dataset: wine_quality At this EPV: within 0.03 of the best' aria-label='CART Validity: 0.879 (mean over budgets) Events per variable: 541 Dataset: wine_quality At this EPV: within 0.03 of the best'/><rect class='sa-hit' x='215.07' y='193.50' width='24.15' height='17.25' data-tip='CART Validity: 0.663 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses' aria-label='CART Validity: 0.663 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses'/><rect class='sa-hit' x='192.86' y='193.50' width='22.21' height='17.25' data-tip='CART Validity: 0.872 (mean over budgets) Events per variable: 918 Dataset: miami_housing' aria-label='CART Validity: 0.872 (mean over budgets) Events per variable: 918 Dataset: miami_housing'/><rect class='sa-hit' x='151.20' y='193.50' width='41.66' height='17.25' data-tip='CART Validity: 0.798 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity' aria-label='CART Validity: 0.798 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity'/><rect class='sa-hit' x='660.51' y='210.75' width='38.49' height='17.25' data-tip='SFS Validity: 0.650 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11' aria-label='SFS Validity: 0.650 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11'/><rect class='sa-hit' x='603.81' y='210.75' width='56.70' height='17.25' data-tip='SFS Validity: 0.670 (mean over budgets) Events per variable: 8.54 Dataset: automobile' aria-label='SFS Validity: 0.670 (mean over budgets) Events per variable: 8.54 Dataset: automobile'/><rect class='sa-hit' x='529.85' y='210.75' width='73.96' height='17.25' data-tip='SFS Validity: 0.699 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction' aria-label='SFS Validity: 0.699 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction'/><rect class='sa-hit' x='411.32' y='210.75' width='118.54' height='17.25' data-tip='SFS Validity: 0.578 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires' aria-label='SFS Validity: 0.578 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires'/><rect class='sa-hit' x='322.30' y='210.75' width='89.01' height='17.25' data-tip='SFS Validity: 0.844 (mean over budgets) Events per variable: 259 Dataset: superconductivity At this EPV: top-3' aria-label='SFS Validity: 0.844 (mean over budgets) Events per variable: 259 Dataset: superconductivity At this EPV: top-3'/><rect class='sa-hit' x='288.66' y='210.75' width='33.65' height='17.25' data-tip='SFS Validity: 0.522 (mean over budgets) Events per variable: 302 Dataset: pva_revenue_prediction_kddcup98 At this EPV: top-3, within 0.03 of the best' aria-label='SFS Validity: 0.522 (mean over budgets) Events per variable: 302 Dataset: pva_revenue_prediction_kddcup98 At this EPV: top-3, within 0.03 of the best'/><rect class='sa-hit' x='239.22' y='210.75' width='49.44' height='17.25' data-tip='SFS Validity: 0.650 (mean over budgets) Events per variable: 541 Dataset: wine_quality' aria-label='SFS Validity: 0.650 (mean over budgets) Events per variable: 541 Dataset: wine_quality'/><rect class='sa-hit' x='215.07' y='210.75' width='24.15' height='17.25' data-tip='SFS Validity: 0.847 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses' aria-label='SFS Validity: 0.847 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses'/><rect class='sa-hit' x='192.86' y='210.75' width='22.21' height='17.25' data-tip='SFS Validity: 0.892 (mean over budgets) Events per variable: 918 Dataset: miami_housing At this EPV: within 0.03 of the best' aria-label='SFS Validity: 0.892 (mean over budgets) Events per variable: 918 Dataset: miami_housing At this EPV: within 0.03 of the best'/><rect class='sa-hit' x='151.20' y='210.75' width='41.66' height='17.25' data-tip='SFS Validity: 0.698 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity' aria-label='SFS Validity: 0.698 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity'/><rect class='sa-hit' x='660.51' y='228.00' width='38.49' height='17.25' data-tip='SBE Validity: 0.601 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11' aria-label='SBE Validity: 0.601 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11'/><rect class='sa-hit' x='603.81' y='228.00' width='56.70' height='17.25' data-tip='SBE Validity: 0.704 (mean over budgets) Events per variable: 8.54 Dataset: automobile' aria-label='SBE Validity: 0.704 (mean over budgets) Events per variable: 8.54 Dataset: automobile'/><rect class='sa-hit' x='529.85' y='228.00' width='73.96' height='17.25' data-tip='SBE Validity: 0.638 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction' aria-label='SBE Validity: 0.638 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction'/><rect class='sa-hit' x='411.32' y='228.00' width='118.54' height='17.25' data-tip='SBE Validity: 0.665 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires' aria-label='SBE Validity: 0.665 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires'/><rect class='sa-hit' x='322.30' y='228.00' width='89.01' height='17.25' data-tip='SBE Validity: 0.498 (mean over budgets) Events per variable: 259 Dataset: superconductivity At this EPV: top-3' aria-label='SBE Validity: 0.498 (mean over budgets) Events per variable: 259 Dataset: superconductivity At this EPV: top-3'/><rect class='sa-hit' x='288.66' y='228.00' width='33.65' height='17.25' data-tip='SBE Validity: 0.505 (mean over budgets) Events per variable: 302 Dataset: pva_revenue_prediction_kddcup98 At this EPV: top-3' aria-label='SBE Validity: 0.505 (mean over budgets) Events per variable: 302 Dataset: pva_revenue_prediction_kddcup98 At this EPV: top-3'/><rect class='sa-hit' x='239.22' y='228.00' width='49.44' height='17.25' data-tip='SBE Validity: 0.872 (mean over budgets) Events per variable: 541 Dataset: wine_quality' aria-label='SBE Validity: 0.872 (mean over budgets) Events per variable: 541 Dataset: wine_quality'/><rect class='sa-hit' x='215.07' y='228.00' width='24.15' height='17.25' data-tip='SBE Validity: 0.811 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses' aria-label='SBE Validity: 0.811 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses'/><rect class='sa-hit' x='192.86' y='228.00' width='22.21' height='17.25' data-tip='SBE Validity: 0.883 (mean over budgets) Events per variable: 918 Dataset: miami_housing At this EPV: within 0.03 of the best' aria-label='SBE Validity: 0.883 (mean over budgets) Events per variable: 918 Dataset: miami_housing At this EPV: within 0.03 of the best'/><rect class='sa-hit' x='151.20' y='228.00' width='41.66' height='17.25' data-tip='SBE Validity: 0.593 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity' aria-label='SBE Validity: 0.593 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity'/><rect class='sa-hit' x='660.51' y='245.25' width='38.49' height='17.25' data-tip='mRMR Validity: 0.154 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11' aria-label='mRMR Validity: 0.154 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11'/><rect class='sa-hit' x='603.81' y='245.25' width='56.70' height='17.25' data-tip='mRMR Validity: 0.689 (mean over budgets) Events per variable: 8.54 Dataset: automobile' aria-label='mRMR Validity: 0.689 (mean over budgets) Events per variable: 8.54 Dataset: automobile'/><rect class='sa-hit' x='529.85' y='245.25' width='73.96' height='17.25' data-tip='mRMR Validity: 0.546 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction' aria-label='mRMR Validity: 0.546 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction'/><rect class='sa-hit' x='411.32' y='245.25' width='118.54' height='17.25' data-tip='mRMR Validity: 0.569 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires' aria-label='mRMR Validity: 0.569 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires'/><rect class='sa-hit' x='239.22' y='245.25' width='49.44' height='17.25' data-tip='mRMR Validity: 0.481 (mean over budgets) Events per variable: 541 Dataset: wine_quality' aria-label='mRMR Validity: 0.481 (mean over budgets) Events per variable: 541 Dataset: wine_quality'/><rect class='sa-hit' x='215.07' y='245.25' width='24.15' height='17.25' data-tip='mRMR Validity: 0.905 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses At this EPV: within 0.03 of the best' aria-label='mRMR Validity: 0.905 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses At this EPV: within 0.03 of the best'/><rect class='sa-hit' x='192.86' y='245.25' width='22.21' height='17.25' data-tip='mRMR Validity: 0.768 (mean over budgets) Events per variable: 918 Dataset: miami_housing' aria-label='mRMR Validity: 0.768 (mean over budgets) Events per variable: 918 Dataset: miami_housing'/><rect class='sa-hit' x='151.20' y='245.25' width='41.66' height='17.25' data-tip='mRMR Validity: 0.916 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity' aria-label='mRMR Validity: 0.916 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity'/><rect class='sa-hit' x='660.51' y='262.50' width='38.49' height='17.25' data-tip='Random Validity: 0.602 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11' aria-label='Random Validity: 0.602 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11'/><rect class='sa-hit' x='603.81' y='262.50' width='56.70' height='17.25' data-tip='Random Validity: 0.675 (mean over budgets) Events per variable: 8.54 Dataset: automobile' aria-label='Random Validity: 0.675 (mean over budgets) Events per variable: 8.54 Dataset: automobile'/><rect class='sa-hit' x='529.85' y='262.50' width='73.96' height='17.25' data-tip='Random Validity: 0.722 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction' aria-label='Random Validity: 0.722 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction'/><rect class='sa-hit' x='411.32' y='262.50' width='118.54' height='17.25' data-tip='Random Validity: 0.634 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires' aria-label='Random Validity: 0.634 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires'/><rect class='sa-hit' x='322.30' y='262.50' width='89.01' height='17.25' data-tip='Random Validity: 0.467 (mean over budgets) Events per variable: 259 Dataset: superconductivity' aria-label='Random Validity: 0.467 (mean over budgets) Events per variable: 259 Dataset: superconductivity'/><rect class='sa-hit' x='288.66' y='262.50' width='33.65' height='17.25' data-tip='Random Validity: 0.551 (mean over budgets) Events per variable: 302 Dataset: pva_revenue_prediction_kddcup98 At this EPV: top-3, within 0.03 of the best' aria-label='Random Validity: 0.551 (mean over budgets) Events per variable: 302 Dataset: pva_revenue_prediction_kddcup98 At this EPV: top-3, within 0.03 of the best'/><rect class='sa-hit' x='239.22' y='262.50' width='49.44' height='17.25' data-tip='Random Validity: 0.592 (mean over budgets) Events per variable: 541 Dataset: wine_quality' aria-label='Random Validity: 0.592 (mean over budgets) Events per variable: 541 Dataset: wine_quality'/><rect class='sa-hit' x='215.07' y='262.50' width='24.15' height='17.25' data-tip='Random Validity: 0.541 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses' aria-label='Random Validity: 0.541 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses'/><rect class='sa-hit' x='192.86' y='262.50' width='22.21' height='17.25' data-tip='Random Validity: 0.681 (mean over budgets) Events per variable: 918 Dataset: miami_housing' aria-label='Random Validity: 0.681 (mean over budgets) Events per variable: 918 Dataset: miami_housing'/><rect class='sa-hit' x='151.20' y='262.50' width='41.66' height='17.25' data-tip='Random Validity: 0.679 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity' aria-label='Random Validity: 0.679 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity'/></svg><script type='text/plain' id='sa-csv'>method,epv,validity
|
| 36 |
+
(R)ReliefF,5.6064,0.9868
|
| 37 |
+
(R)ReliefF,8.5417,0.8324
|
| 38 |
+
(R)ReliefF,19.3846,0.8787
|
| 39 |
+
(R)ReliefF,43.0833,0.6891
|
| 40 |
+
(R)ReliefF,541.4167,0.9048
|
| 41 |
+
(R)ReliefF,891.0,0.8144
|
| 42 |
+
(R)ReliefF,918.4,0.8828
|
| 43 |
+
(R)ReliefF,1448.5923,0.9438
|
| 44 |
+
CART,5.6064,0.7682
|
| 45 |
+
CART,8.5417,0.72
|
| 46 |
+
CART,19.3846,0.6986
|
| 47 |
+
CART,43.0833,0.3156
|
| 48 |
+
CART,541.4167,0.8794
|
| 49 |
+
CART,891.0,0.6631
|
| 50 |
+
CART,918.4,0.8717
|
| 51 |
+
CART,1448.5923,0.7983
|
| 52 |
+
ElasticNet,5.6064,0.9569
|
| 53 |
+
ElasticNet,8.5417,0.6229
|
| 54 |
+
ElasticNet,19.3846,0.8443
|
| 55 |
+
ElasticNet,43.0833,0.5567
|
| 56 |
+
ElasticNet,541.4167,0.8905
|
| 57 |
+
ElasticNet,891.0,0.9048
|
| 58 |
+
ElasticNet,918.4,0.903
|
| 59 |
+
ElasticNet,1448.5923,1.0
|
| 60 |
+
F-Test,5.6064,0.9996
|
| 61 |
+
F-Test,8.5417,0.8362
|
| 62 |
+
F-Test,19.3846,0.9102
|
| 63 |
+
F-Test,43.0833,0.7034
|
| 64 |
+
F-Test,541.4167,0.9048
|
| 65 |
+
F-Test,891.0,0.8905
|
| 66 |
+
F-Test,918.4,0.903
|
| 67 |
+
F-Test,1448.5923,1.0
|
| 68 |
+
GainRatio,5.6064,0.0373
|
| 69 |
+
GainRatio,8.5417,0.8919
|
| 70 |
+
GainRatio,19.3846,0.8787
|
| 71 |
+
GainRatio,43.0833,0.5845
|
| 72 |
+
GainRatio,541.4167,0.8723
|
| 73 |
+
GainRatio,891.0,0.9048
|
| 74 |
+
GainRatio,918.4,0.8919
|
| 75 |
+
GainRatio,1448.5923,0.9891
|
| 76 |
+
LOCO,5.6064,0.4652
|
| 77 |
+
LOCO,8.5417,0.74
|
| 78 |
+
LOCO,19.3846,0.6446
|
| 79 |
+
LOCO,43.0833,0.5781
|
| 80 |
+
LOCO,259.3049,0.9278
|
| 81 |
+
LOCO,302.086,0.4785
|
| 82 |
+
LOCO,541.4167,0.9048
|
| 83 |
+
LOCO,891.0,0.7027
|
| 84 |
+
LOCO,918.4,0.8409
|
| 85 |
+
LOCO,1448.5923,0.8619
|
| 86 |
+
LaplacianScore,5.6064,1.0
|
| 87 |
+
LaplacianScore,8.5417,0.9086
|
| 88 |
+
LaplacianScore,19.3846,0.8863
|
| 89 |
+
LaplacianScore,43.0833,0.7962
|
| 90 |
+
LaplacianScore,541.4167,0.6002
|
| 91 |
+
LaplacianScore,891.0,0.739
|
| 92 |
+
LaplacianScore,918.4,0.8254
|
| 93 |
+
LaplacianScore,1448.5923,0.7576
|
| 94 |
+
Lasso,5.6064,0.9569
|
| 95 |
+
Lasso,8.5417,0.6229
|
| 96 |
+
Lasso,19.3846,0.8309
|
| 97 |
+
Lasso,43.0833,0.5567
|
| 98 |
+
Lasso,541.4167,0.8905
|
| 99 |
+
Lasso,891.0,0.7066
|
| 100 |
+
Lasso,918.4,0.903
|
| 101 |
+
Lasso,1448.5923,1.0
|
| 102 |
+
MI,5.6064,0.9593
|
| 103 |
+
MI,8.5417,0.899
|
| 104 |
+
MI,19.3846,0.8653
|
| 105 |
+
MI,43.0833,0.797
|
| 106 |
+
MI,541.4167,0.9048
|
| 107 |
+
MI,891.0,0.9048
|
| 108 |
+
MI,918.4,0.8919
|
| 109 |
+
MI,1448.5923,0.9848
|
| 110 |
+
MarkovBlanket,5.6064,0.5857
|
| 111 |
+
MarkovBlanket,8.5417,0.6614
|
| 112 |
+
MarkovBlanket,19.3846,0.8863
|
| 113 |
+
MarkovBlanket,43.0833,0.6344
|
| 114 |
+
MarkovBlanket,541.4167,0.5917
|
| 115 |
+
MarkovBlanket,891.0,0.843
|
| 116 |
+
MarkovBlanket,918.4,0.8717
|
| 117 |
+
MarkovBlanket,1448.5923,0.9757
|
| 118 |
+
RFImportance,5.6064,0.8496
|
| 119 |
+
RFImportance,8.5417,0.7786
|
| 120 |
+
RFImportance,19.3846,0.6764
|
| 121 |
+
RFImportance,43.0833,0.3838
|
| 122 |
+
RFImportance,541.4167,0.8794
|
| 123 |
+
RFImportance,891.0,0.6916
|
| 124 |
+
RFImportance,918.4,0.8626
|
| 125 |
+
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data/lasagna/validity/noise_0.75/tasks_regression/plain.html
ADDED
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|
| 1 |
+
<!doctype html>
|
| 2 |
+
<html lang='en'><head><meta charset='utf-8'><meta name='viewport' content='width=device-width,initial-scale=1'><title>SelectArena: validity (noise 0.75, regression tasks)</title><style>
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the best' aria-label='(R)ReliefF Validity: 0.883 (mean over budgets) Events per variable: 918 Dataset: miami_housing At this EPV: within 0.03 of the best'/><rect class='sa-hit' x='151.20' y='55.50' width='41.66' height='17.25' data-tip='(R)ReliefF Validity: 0.944 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity' aria-label='(R)ReliefF Validity: 0.944 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity'/><rect class='sa-hit' x='660.51' y='72.75' width='38.49' height='17.25' data-tip='ElasticNet Validity: 0.957 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11' aria-label='ElasticNet Validity: 0.957 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11'/><rect class='sa-hit' x='603.81' y='72.75' width='56.70' height='17.25' data-tip='ElasticNet Validity: 0.623 (mean over budgets) Events per variable: 8.54 Dataset: automobile' aria-label='ElasticNet Validity: 0.623 (mean over budgets) Events per variable: 8.54 Dataset: automobile'/><rect class='sa-hit' x='529.85' y='72.75' width='73.96' height='17.25' data-tip='ElasticNet Validity: 0.844 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction' aria-label='ElasticNet Validity: 0.844 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction'/><rect class='sa-hit' x='411.32' y='72.75' width='118.54' height='17.25' data-tip='ElasticNet Validity: 0.557 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires' aria-label='ElasticNet Validity: 0.557 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires'/><rect class='sa-hit' x='239.22' y='72.75' width='49.44' height='17.25' data-tip='ElasticNet Validity: 0.890 (mean over budgets) Events per variable: 541 Dataset: wine_quality At this EPV: within 0.03 of the best' aria-label='ElasticNet Validity: 0.890 (mean over budgets) Events per variable: 541 Dataset: wine_quality At this EPV: within 0.03 of the best'/><rect class='sa-hit' x='215.07' y='72.75' width='24.15' height='17.25' data-tip='ElasticNet Validity: 0.905 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses At this EPV: top-3, within 0.03 of the best' aria-label='ElasticNet Validity: 0.905 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses At this EPV: top-3, within 0.03 of the best'/><rect class='sa-hit' x='192.86' y='72.75' width='22.21' height='17.25' data-tip='ElasticNet Validity: 0.903 (mean over budgets) Events per variable: 918 Dataset: miami_housing At this EPV: top-3, within 0.03 of the best' aria-label='ElasticNet Validity: 0.903 (mean over budgets) Events per variable: 918 Dataset: miami_housing At this EPV: top-3, within 0.03 of the best'/><rect class='sa-hit' x='151.20' y='72.75' width='41.66' height='17.25' data-tip='ElasticNet Validity: 1.000 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity At this EPV: top-3, within 0.03 of the best' aria-label='ElasticNet Validity: 1.000 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity At this EPV: top-3, within 0.03 of the best'/><rect class='sa-hit' x='660.51' y='90.00' width='38.49' height='17.25' data-tip='LaplacianScore Validity: 1.000 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11 At this EPV: top-3, within 0.03 of the best' aria-label='LaplacianScore Validity: 1.000 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11 At this EPV: top-3, within 0.03 of the best'/><rect class='sa-hit' x='603.81' y='90.00' width='56.70' height='17.25' data-tip='LaplacianScore Validity: 0.909 (mean over budgets) Events per variable: 8.54 Dataset: automobile At this EPV: top-3, within 0.03 of the best' aria-label='LaplacianScore Validity: 0.909 (mean over budgets) Events per variable: 8.54 Dataset: automobile At this EPV: top-3, within 0.03 of the best'/><rect class='sa-hit' x='529.85' y='90.00' width='73.96' height='17.25' data-tip='LaplacianScore Validity: 0.886 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction At this EPV: top-3, within 0.03 of the best' aria-label='LaplacianScore Validity: 0.886 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction At this EPV: top-3, within 0.03 of the best'/><rect class='sa-hit' x='411.32' y='90.00' width='118.54' height='17.25' data-tip='LaplacianScore Validity: 0.796 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires At this EPV: top-3, within 0.03 of the best' aria-label='LaplacianScore Validity: 0.796 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires At this EPV: top-3, within 0.03 of the best'/><rect class='sa-hit' x='239.22' y='90.00' width='49.44' height='17.25' data-tip='LaplacianScore Validity: 0.600 (mean over budgets) Events per variable: 541 Dataset: wine_quality' aria-label='LaplacianScore Validity: 0.600 (mean over budgets) Events per variable: 541 Dataset: wine_quality'/><rect class='sa-hit' x='215.07' y='90.00' width='24.15' height='17.25' data-tip='LaplacianScore Validity: 0.739 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses' aria-label='LaplacianScore Validity: 0.739 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses'/><rect class='sa-hit' x='192.86' y='90.00' width='22.21' height='17.25' data-tip='LaplacianScore Validity: 0.825 (mean over budgets) Events per variable: 918 Dataset: miami_housing' aria-label='LaplacianScore Validity: 0.825 (mean over budgets) Events per variable: 918 Dataset: miami_housing'/><rect class='sa-hit' x='151.20' y='90.00' width='41.66' height='17.25' data-tip='LaplacianScore Validity: 0.758 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity' aria-label='LaplacianScore Validity: 0.758 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity'/><rect class='sa-hit' x='660.51' y='107.25' width='38.49' height='17.25' data-tip='Lasso Validity: 0.957 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11' aria-label='Lasso Validity: 0.957 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11'/><rect class='sa-hit' x='603.81' y='107.25' width='56.70' height='17.25' data-tip='Lasso Validity: 0.623 (mean over budgets) Events per variable: 8.54 Dataset: automobile' aria-label='Lasso Validity: 0.623 (mean over budgets) Events per variable: 8.54 Dataset: automobile'/><rect class='sa-hit' x='529.85' y='107.25' width='73.96' height='17.25' data-tip='Lasso Validity: 0.831 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction' aria-label='Lasso Validity: 0.831 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction'/><rect class='sa-hit' x='411.32' y='107.25' width='118.54' height='17.25' data-tip='Lasso Validity: 0.557 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires' aria-label='Lasso Validity: 0.557 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires'/><rect class='sa-hit' x='239.22' y='107.25' width='49.44' height='17.25' data-tip='Lasso Validity: 0.890 (mean over budgets) Events per variable: 541 Dataset: wine_quality At this EPV: within 0.03 of the best' aria-label='Lasso Validity: 0.890 (mean over budgets) Events per variable: 541 Dataset: wine_quality At this EPV: within 0.03 of the best'/><rect class='sa-hit' x='215.07' y='107.25' width='24.15' height='17.25' data-tip='Lasso Validity: 0.707 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses' aria-label='Lasso Validity: 0.707 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses'/><rect class='sa-hit' x='192.86' y='107.25' width='22.21' height='17.25' data-tip='Lasso Validity: 0.903 (mean over budgets) Events per variable: 918 Dataset: miami_housing At this EPV: top-3, within 0.03 of the best' aria-label='Lasso Validity: 0.903 (mean over budgets) Events per variable: 918 Dataset: miami_housing At this EPV: top-3, within 0.03 of the best'/><rect class='sa-hit' x='151.20' y='107.25' width='41.66' height='17.25' data-tip='Lasso Validity: 1.000 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity At this EPV: top-3, within 0.03 of the best' aria-label='Lasso Validity: 1.000 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity At this EPV: top-3, within 0.03 of the best'/><rect class='sa-hit' x='660.51' y='124.50' width='38.49' height='17.25' data-tip='GainRatio Validity: 0.037 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11' aria-label='GainRatio Validity: 0.037 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11'/><rect class='sa-hit' x='603.81' y='124.50' width='56.70' height='17.25' data-tip='GainRatio Validity: 0.892 (mean over budgets) Events per variable: 8.54 Dataset: automobile At this EPV: top-3, within 0.03 of the best' aria-label='GainRatio Validity: 0.892 (mean over budgets) Events per variable: 8.54 Dataset: automobile At this EPV: top-3, within 0.03 of the best'/><rect class='sa-hit' x='529.85' y='124.50' width='73.96' height='17.25' data-tip='GainRatio Validity: 0.879 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction' aria-label='GainRatio Validity: 0.879 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction'/><rect class='sa-hit' x='411.32' y='124.50' width='118.54' height='17.25' data-tip='GainRatio Validity: 0.584 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires' aria-label='GainRatio Validity: 0.584 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires'/><rect class='sa-hit' x='239.22' y='124.50' width='49.44' height='17.25' data-tip='GainRatio Validity: 0.872 (mean over budgets) Events per variable: 541 Dataset: wine_quality' aria-label='GainRatio Validity: 0.872 (mean over budgets) Events per variable: 541 Dataset: wine_quality'/><rect class='sa-hit' x='215.07' y='124.50' width='24.15' height='17.25' data-tip='GainRatio Validity: 0.905 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses At this EPV: top-3, within 0.03 of the best' aria-label='GainRatio Validity: 0.905 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses At this EPV: top-3, within 0.03 of the best'/><rect class='sa-hit' x='192.86' y='124.50' width='22.21' height='17.25' data-tip='GainRatio Validity: 0.892 (mean over budgets) Events per variable: 918 Dataset: miami_housing At this EPV: within 0.03 of the best' aria-label='GainRatio Validity: 0.892 (mean over budgets) Events per variable: 918 Dataset: miami_housing At this EPV: within 0.03 of the best'/><rect class='sa-hit' x='151.20' y='124.50' width='41.66' height='17.25' data-tip='GainRatio Validity: 0.989 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity At this EPV: within 0.03 of the best' aria-label='GainRatio Validity: 0.989 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity At this EPV: within 0.03 of the best'/><rect class='sa-hit' x='660.51' y='141.75' width='38.49' height='17.25' data-tip='MarkovBlanket Validity: 0.586 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11' aria-label='MarkovBlanket Validity: 0.586 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11'/><rect class='sa-hit' x='603.81' y='141.75' width='56.70' height='17.25' data-tip='MarkovBlanket Validity: 0.661 (mean over budgets) Events per variable: 8.54 Dataset: automobile' aria-label='MarkovBlanket Validity: 0.661 (mean over budgets) Events per variable: 8.54 Dataset: automobile'/><rect class='sa-hit' x='529.85' y='141.75' width='73.96' height='17.25' data-tip='MarkovBlanket Validity: 0.886 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction At this EPV: top-3, within 0.03 of the best' aria-label='MarkovBlanket Validity: 0.886 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction At this EPV: top-3, within 0.03 of the best'/><rect class='sa-hit' x='411.32' y='141.75' width='118.54' height='17.25' data-tip='MarkovBlanket Validity: 0.634 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires' aria-label='MarkovBlanket Validity: 0.634 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires'/><rect class='sa-hit' x='239.22' y='141.75' width='49.44' height='17.25' data-tip='MarkovBlanket Validity: 0.592 (mean over budgets) Events per variable: 541 Dataset: wine_quality' aria-label='MarkovBlanket Validity: 0.592 (mean over budgets) Events per variable: 541 Dataset: wine_quality'/><rect class='sa-hit' x='215.07' y='141.75' width='24.15' height='17.25' data-tip='MarkovBlanket Validity: 0.843 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses' aria-label='MarkovBlanket Validity: 0.843 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses'/><rect class='sa-hit' x='192.86' y='141.75' width='22.21' height='17.25' data-tip='MarkovBlanket Validity: 0.872 (mean over budgets) Events per variable: 918 Dataset: miami_housing' aria-label='MarkovBlanket Validity: 0.872 (mean over budgets) Events per variable: 918 Dataset: miami_housing'/><rect class='sa-hit' x='151.20' y='141.75' width='41.66' height='17.25' data-tip='MarkovBlanket Validity: 0.976 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity At this EPV: within 0.03 of the best' aria-label='MarkovBlanket Validity: 0.976 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity At this EPV: within 0.03 of the best'/><rect class='sa-hit' x='660.51' y='159.00' width='38.49' height='17.25' data-tip='RFImportance Validity: 0.850 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11' aria-label='RFImportance Validity: 0.850 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11'/><rect class='sa-hit' x='603.81' y='159.00' width='56.70' height='17.25' data-tip='RFImportance Validity: 0.779 (mean over budgets) Events per variable: 8.54 Dataset: automobile' aria-label='RFImportance Validity: 0.779 (mean over budgets) Events per variable: 8.54 Dataset: automobile'/><rect class='sa-hit' x='529.85' y='159.00' width='73.96' height='17.25' data-tip='RFImportance Validity: 0.676 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction' aria-label='RFImportance Validity: 0.676 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction'/><rect class='sa-hit' x='411.32' y='159.00' width='118.54' height='17.25' data-tip='RFImportance Validity: 0.384 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires' aria-label='RFImportance Validity: 0.384 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires'/><rect class='sa-hit' x='239.22' y='159.00' width='49.44' height='17.25' data-tip='RFImportance Validity: 0.879 (mean over budgets) Events per variable: 541 Dataset: wine_quality At this EPV: within 0.03 of the best' aria-label='RFImportance Validity: 0.879 (mean over budgets) Events per variable: 541 Dataset: wine_quality At this EPV: within 0.03 of the best'/><rect class='sa-hit' x='215.07' y='159.00' width='24.15' height='17.25' data-tip='RFImportance Validity: 0.692 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses' aria-label='RFImportance Validity: 0.692 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses'/><rect class='sa-hit' x='192.86' y='159.00' width='22.21' height='17.25' data-tip='RFImportance Validity: 0.863 (mean over budgets) Events per variable: 918 Dataset: miami_housing' aria-label='RFImportance Validity: 0.863 (mean over budgets) Events per variable: 918 Dataset: miami_housing'/><rect class='sa-hit' x='151.20' y='159.00' width='41.66' height='17.25' data-tip='RFImportance Validity: 0.799 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity' aria-label='RFImportance Validity: 0.799 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity'/><rect class='sa-hit' x='660.51' y='176.25' width='38.49' height='17.25' data-tip='LOCO Validity: 0.465 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11' aria-label='LOCO Validity: 0.465 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11'/><rect class='sa-hit' x='603.81' y='176.25' width='56.70' height='17.25' data-tip='LOCO Validity: 0.740 (mean over budgets) Events per variable: 8.54 Dataset: automobile' aria-label='LOCO Validity: 0.740 (mean over budgets) Events per variable: 8.54 Dataset: automobile'/><rect class='sa-hit' x='529.85' y='176.25' width='73.96' height='17.25' data-tip='LOCO Validity: 0.645 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction' aria-label='LOCO Validity: 0.645 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction'/><rect class='sa-hit' x='411.32' y='176.25' width='118.54' height='17.25' data-tip='LOCO Validity: 0.578 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires' aria-label='LOCO Validity: 0.578 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires'/><rect class='sa-hit' x='322.30' y='176.25' width='89.01' height='17.25' data-tip='LOCO Validity: 0.928 (mean over budgets) Events per variable: 259 Dataset: superconductivity At this EPV: top-3, within 0.03 of the best' aria-label='LOCO Validity: 0.928 (mean over budgets) Events per variable: 259 Dataset: superconductivity At this EPV: top-3, within 0.03 of the best'/><rect class='sa-hit' x='288.66' y='176.25' width='33.65' height='17.25' data-tip='LOCO Validity: 0.479 (mean over budgets) Events per variable: 302 Dataset: pva_revenue_prediction_kddcup98' aria-label='LOCO Validity: 0.479 (mean over budgets) Events per variable: 302 Dataset: pva_revenue_prediction_kddcup98'/><rect class='sa-hit' x='239.22' y='176.25' width='49.44' height='17.25' data-tip='LOCO Validity: 0.905 (mean over budgets) Events per variable: 541 Dataset: wine_quality At this EPV: within 0.03 of the best' aria-label='LOCO Validity: 0.905 (mean over budgets) Events per variable: 541 Dataset: wine_quality At this EPV: within 0.03 of the best'/><rect class='sa-hit' x='215.07' y='176.25' width='24.15' height='17.25' data-tip='LOCO Validity: 0.703 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses' aria-label='LOCO Validity: 0.703 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses'/><rect class='sa-hit' x='192.86' y='176.25' width='22.21' height='17.25' data-tip='LOCO Validity: 0.841 (mean over budgets) Events per variable: 918 Dataset: miami_housing' aria-label='LOCO Validity: 0.841 (mean over budgets) Events per variable: 918 Dataset: miami_housing'/><rect class='sa-hit' x='151.20' y='176.25' width='41.66' height='17.25' data-tip='LOCO Validity: 0.862 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity' aria-label='LOCO Validity: 0.862 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity'/><rect class='sa-hit' x='660.51' y='193.50' width='38.49' height='17.25' data-tip='CART Validity: 0.768 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11' aria-label='CART Validity: 0.768 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11'/><rect class='sa-hit' x='603.81' y='193.50' width='56.70' height='17.25' data-tip='CART Validity: 0.720 (mean over budgets) Events per variable: 8.54 Dataset: automobile' aria-label='CART Validity: 0.720 (mean over budgets) Events per variable: 8.54 Dataset: automobile'/><rect class='sa-hit' x='529.85' y='193.50' width='73.96' height='17.25' data-tip='CART Validity: 0.699 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction' aria-label='CART Validity: 0.699 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction'/><rect class='sa-hit' x='411.32' y='193.50' width='118.54' height='17.25' data-tip='CART Validity: 0.316 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires' aria-label='CART Validity: 0.316 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires'/><rect class='sa-hit' x='239.22' y='193.50' width='49.44' height='17.25' data-tip='CART Validity: 0.879 (mean over budgets) Events per variable: 541 Dataset: wine_quality At this EPV: within 0.03 of the best' aria-label='CART Validity: 0.879 (mean over budgets) Events per variable: 541 Dataset: wine_quality At this EPV: within 0.03 of the best'/><rect class='sa-hit' x='215.07' y='193.50' width='24.15' height='17.25' data-tip='CART Validity: 0.663 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses' aria-label='CART Validity: 0.663 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses'/><rect class='sa-hit' x='192.86' y='193.50' width='22.21' height='17.25' data-tip='CART Validity: 0.872 (mean over budgets) Events per variable: 918 Dataset: miami_housing' aria-label='CART Validity: 0.872 (mean over budgets) Events per variable: 918 Dataset: miami_housing'/><rect class='sa-hit' x='151.20' y='193.50' width='41.66' height='17.25' data-tip='CART Validity: 0.798 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity' aria-label='CART Validity: 0.798 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity'/><rect class='sa-hit' x='660.51' y='210.75' width='38.49' height='17.25' data-tip='SFS Validity: 0.650 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11' aria-label='SFS Validity: 0.650 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11'/><rect class='sa-hit' x='603.81' y='210.75' width='56.70' height='17.25' data-tip='SFS Validity: 0.670 (mean over budgets) Events per variable: 8.54 Dataset: automobile' aria-label='SFS Validity: 0.670 (mean over budgets) Events per variable: 8.54 Dataset: automobile'/><rect class='sa-hit' x='529.85' y='210.75' width='73.96' height='17.25' data-tip='SFS Validity: 0.699 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction' aria-label='SFS Validity: 0.699 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction'/><rect class='sa-hit' x='411.32' y='210.75' width='118.54' height='17.25' data-tip='SFS Validity: 0.578 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires' aria-label='SFS Validity: 0.578 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires'/><rect class='sa-hit' x='322.30' y='210.75' width='89.01' height='17.25' data-tip='SFS Validity: 0.844 (mean over budgets) Events per variable: 259 Dataset: superconductivity At this EPV: top-3' aria-label='SFS Validity: 0.844 (mean over budgets) Events per variable: 259 Dataset: superconductivity At this EPV: top-3'/><rect class='sa-hit' x='288.66' y='210.75' width='33.65' height='17.25' data-tip='SFS Validity: 0.522 (mean over budgets) Events per variable: 302 Dataset: pva_revenue_prediction_kddcup98 At this EPV: top-3, within 0.03 of the best' aria-label='SFS Validity: 0.522 (mean over budgets) Events per variable: 302 Dataset: pva_revenue_prediction_kddcup98 At this EPV: top-3, within 0.03 of the best'/><rect class='sa-hit' x='239.22' y='210.75' width='49.44' height='17.25' data-tip='SFS Validity: 0.650 (mean over budgets) Events per variable: 541 Dataset: wine_quality' aria-label='SFS Validity: 0.650 (mean over budgets) Events per variable: 541 Dataset: wine_quality'/><rect class='sa-hit' x='215.07' y='210.75' width='24.15' height='17.25' data-tip='SFS Validity: 0.847 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses' aria-label='SFS Validity: 0.847 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses'/><rect class='sa-hit' x='192.86' y='210.75' width='22.21' height='17.25' data-tip='SFS Validity: 0.892 (mean over budgets) Events per variable: 918 Dataset: miami_housing At this EPV: within 0.03 of the best' aria-label='SFS Validity: 0.892 (mean over budgets) Events per variable: 918 Dataset: miami_housing At this EPV: within 0.03 of the best'/><rect class='sa-hit' x='151.20' y='210.75' width='41.66' height='17.25' data-tip='SFS Validity: 0.698 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity' aria-label='SFS Validity: 0.698 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity'/><rect class='sa-hit' x='660.51' y='228.00' width='38.49' height='17.25' data-tip='SBE Validity: 0.601 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11' aria-label='SBE Validity: 0.601 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11'/><rect class='sa-hit' x='603.81' y='228.00' width='56.70' height='17.25' data-tip='SBE Validity: 0.704 (mean over budgets) Events per variable: 8.54 Dataset: automobile' aria-label='SBE Validity: 0.704 (mean over budgets) Events per variable: 8.54 Dataset: automobile'/><rect class='sa-hit' x='529.85' y='228.00' width='73.96' height='17.25' data-tip='SBE Validity: 0.638 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction' aria-label='SBE Validity: 0.638 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction'/><rect class='sa-hit' x='411.32' y='228.00' width='118.54' height='17.25' data-tip='SBE Validity: 0.665 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires' aria-label='SBE Validity: 0.665 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires'/><rect class='sa-hit' x='322.30' y='228.00' width='89.01' height='17.25' data-tip='SBE Validity: 0.498 (mean over budgets) Events per variable: 259 Dataset: superconductivity At this EPV: top-3' aria-label='SBE Validity: 0.498 (mean over budgets) Events per variable: 259 Dataset: superconductivity At this EPV: top-3'/><rect class='sa-hit' x='288.66' y='228.00' width='33.65' height='17.25' data-tip='SBE Validity: 0.505 (mean over budgets) Events per variable: 302 Dataset: pva_revenue_prediction_kddcup98 At this EPV: top-3' aria-label='SBE Validity: 0.505 (mean over budgets) Events per variable: 302 Dataset: pva_revenue_prediction_kddcup98 At this EPV: top-3'/><rect class='sa-hit' x='239.22' y='228.00' width='49.44' height='17.25' data-tip='SBE Validity: 0.872 (mean over budgets) Events per variable: 541 Dataset: wine_quality' aria-label='SBE Validity: 0.872 (mean over budgets) Events per variable: 541 Dataset: wine_quality'/><rect class='sa-hit' x='215.07' y='228.00' width='24.15' height='17.25' data-tip='SBE Validity: 0.811 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses' aria-label='SBE Validity: 0.811 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses'/><rect class='sa-hit' x='192.86' y='228.00' width='22.21' height='17.25' data-tip='SBE Validity: 0.883 (mean over budgets) Events per variable: 918 Dataset: miami_housing At this EPV: within 0.03 of the best' aria-label='SBE Validity: 0.883 (mean over budgets) Events per variable: 918 Dataset: miami_housing At this EPV: within 0.03 of the best'/><rect class='sa-hit' x='151.20' y='228.00' width='41.66' height='17.25' data-tip='SBE Validity: 0.593 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity' aria-label='SBE Validity: 0.593 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity'/><rect class='sa-hit' x='660.51' y='245.25' width='38.49' height='17.25' data-tip='mRMR Validity: 0.154 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11' aria-label='mRMR Validity: 0.154 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11'/><rect class='sa-hit' x='603.81' y='245.25' width='56.70' height='17.25' data-tip='mRMR Validity: 0.689 (mean over budgets) Events per variable: 8.54 Dataset: automobile' aria-label='mRMR Validity: 0.689 (mean over budgets) Events per variable: 8.54 Dataset: automobile'/><rect class='sa-hit' x='529.85' y='245.25' width='73.96' height='17.25' data-tip='mRMR Validity: 0.546 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction' aria-label='mRMR Validity: 0.546 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction'/><rect class='sa-hit' x='411.32' y='245.25' width='118.54' height='17.25' data-tip='mRMR Validity: 0.569 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires' aria-label='mRMR Validity: 0.569 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires'/><rect class='sa-hit' x='239.22' y='245.25' width='49.44' height='17.25' data-tip='mRMR Validity: 0.481 (mean over budgets) Events per variable: 541 Dataset: wine_quality' aria-label='mRMR Validity: 0.481 (mean over budgets) Events per variable: 541 Dataset: wine_quality'/><rect class='sa-hit' x='215.07' y='245.25' width='24.15' height='17.25' data-tip='mRMR Validity: 0.905 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses At this EPV: within 0.03 of the best' aria-label='mRMR Validity: 0.905 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses At this EPV: within 0.03 of the best'/><rect class='sa-hit' x='192.86' y='245.25' width='22.21' height='17.25' data-tip='mRMR Validity: 0.768 (mean over budgets) Events per variable: 918 Dataset: miami_housing' aria-label='mRMR Validity: 0.768 (mean over budgets) Events per variable: 918 Dataset: miami_housing'/><rect class='sa-hit' x='151.20' y='245.25' width='41.66' height='17.25' data-tip='mRMR Validity: 0.916 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity' aria-label='mRMR Validity: 0.916 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity'/><rect class='sa-hit' x='660.51' y='262.50' width='38.49' height='17.25' data-tip='Random Validity: 0.602 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11' aria-label='Random Validity: 0.602 (mean over budgets) Events per variable: 5.61 Dataset: qsar_tid_11'/><rect class='sa-hit' x='603.81' y='262.50' width='56.70' height='17.25' data-tip='Random Validity: 0.675 (mean over budgets) Events per variable: 8.54 Dataset: automobile' aria-label='Random Validity: 0.675 (mean over budgets) Events per variable: 8.54 Dataset: automobile'/><rect class='sa-hit' x='529.85' y='262.50' width='73.96' height='17.25' data-tip='Random Validity: 0.722 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction' aria-label='Random Validity: 0.722 (mean over budgets) Events per variable: 19.4 Dataset: body_density_prediction'/><rect class='sa-hit' x='411.32' y='262.50' width='118.54' height='17.25' data-tip='Random Validity: 0.634 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires' aria-label='Random Validity: 0.634 (mean over budgets) Events per variable: 43.1 Dataset: forest_fires'/><rect class='sa-hit' x='322.30' y='262.50' width='89.01' height='17.25' data-tip='Random Validity: 0.467 (mean over budgets) Events per variable: 259 Dataset: superconductivity' aria-label='Random Validity: 0.467 (mean over budgets) Events per variable: 259 Dataset: superconductivity'/><rect class='sa-hit' x='288.66' y='262.50' width='33.65' height='17.25' data-tip='Random Validity: 0.551 (mean over budgets) Events per variable: 302 Dataset: pva_revenue_prediction_kddcup98 At this EPV: top-3, within 0.03 of the best' aria-label='Random Validity: 0.551 (mean over budgets) Events per variable: 302 Dataset: pva_revenue_prediction_kddcup98 At this EPV: top-3, within 0.03 of the best'/><rect class='sa-hit' x='239.22' y='262.50' width='49.44' height='17.25' data-tip='Random Validity: 0.592 (mean over budgets) Events per variable: 541 Dataset: wine_quality' aria-label='Random Validity: 0.592 (mean over budgets) Events per variable: 541 Dataset: wine_quality'/><rect class='sa-hit' x='215.07' y='262.50' width='24.15' height='17.25' data-tip='Random Validity: 0.541 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses' aria-label='Random Validity: 0.541 (mean over budgets) Events per variable: 891 Dataset: brasilian_houses'/><rect class='sa-hit' x='192.86' y='262.50' width='22.21' height='17.25' data-tip='Random Validity: 0.681 (mean over budgets) Events per variable: 918 Dataset: miami_housing' aria-label='Random Validity: 0.681 (mean over budgets) Events per variable: 918 Dataset: miami_housing'/><rect class='sa-hit' x='151.20' y='262.50' width='41.66' height='17.25' data-tip='Random Validity: 0.679 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity' aria-label='Random Validity: 0.679 (mean over budgets) Events per variable: 1.45e+03 Dataset: allstate_claims_severity'/></svg><script type='text/plain' id='sa-csv'>method,epv,validity
|
| 36 |
+
(R)ReliefF,5.6064,0.9868
|
| 37 |
+
(R)ReliefF,8.5417,0.8324
|
| 38 |
+
(R)ReliefF,19.3846,0.8787
|
| 39 |
+
(R)ReliefF,43.0833,0.6891
|
| 40 |
+
(R)ReliefF,541.4167,0.9048
|
| 41 |
+
(R)ReliefF,891.0,0.8144
|
| 42 |
+
(R)ReliefF,918.4,0.8828
|
| 43 |
+
(R)ReliefF,1448.5923,0.9438
|
| 44 |
+
CART,5.6064,0.7682
|
| 45 |
+
CART,8.5417,0.72
|
| 46 |
+
CART,19.3846,0.6986
|
| 47 |
+
CART,43.0833,0.3156
|
| 48 |
+
CART,541.4167,0.8794
|
| 49 |
+
CART,891.0,0.6631
|
| 50 |
+
CART,918.4,0.8717
|
| 51 |
+
CART,1448.5923,0.7983
|
| 52 |
+
ElasticNet,5.6064,0.9569
|
| 53 |
+
ElasticNet,8.5417,0.6229
|
| 54 |
+
ElasticNet,19.3846,0.8443
|
| 55 |
+
ElasticNet,43.0833,0.5567
|
| 56 |
+
ElasticNet,541.4167,0.8905
|
| 57 |
+
ElasticNet,891.0,0.9048
|
| 58 |
+
ElasticNet,918.4,0.903
|
| 59 |
+
ElasticNet,1448.5923,1.0
|
| 60 |
+
F-Test,5.6064,0.9996
|
| 61 |
+
F-Test,8.5417,0.8362
|
| 62 |
+
F-Test,19.3846,0.9102
|
| 63 |
+
F-Test,43.0833,0.7034
|
| 64 |
+
F-Test,541.4167,0.9048
|
| 65 |
+
F-Test,891.0,0.8905
|
| 66 |
+
F-Test,918.4,0.903
|
| 67 |
+
F-Test,1448.5923,1.0
|
| 68 |
+
GainRatio,5.6064,0.0373
|
| 69 |
+
GainRatio,8.5417,0.8919
|
| 70 |
+
GainRatio,19.3846,0.8787
|
| 71 |
+
GainRatio,43.0833,0.5845
|
| 72 |
+
GainRatio,541.4167,0.8723
|
| 73 |
+
GainRatio,891.0,0.9048
|
| 74 |
+
GainRatio,918.4,0.8919
|
| 75 |
+
GainRatio,1448.5923,0.9891
|
| 76 |
+
LOCO,5.6064,0.4652
|
| 77 |
+
LOCO,8.5417,0.74
|
| 78 |
+
LOCO,19.3846,0.6446
|
| 79 |
+
LOCO,43.0833,0.5781
|
| 80 |
+
LOCO,259.3049,0.9278
|
| 81 |
+
LOCO,302.086,0.4785
|
| 82 |
+
LOCO,541.4167,0.9048
|
| 83 |
+
LOCO,891.0,0.7027
|
| 84 |
+
LOCO,918.4,0.8409
|
| 85 |
+
LOCO,1448.5923,0.8619
|
| 86 |
+
LaplacianScore,5.6064,1.0
|
| 87 |
+
LaplacianScore,8.5417,0.9086
|
| 88 |
+
LaplacianScore,19.3846,0.8863
|
| 89 |
+
LaplacianScore,43.0833,0.7962
|
| 90 |
+
LaplacianScore,541.4167,0.6002
|
| 91 |
+
LaplacianScore,891.0,0.739
|
| 92 |
+
LaplacianScore,918.4,0.8254
|
| 93 |
+
LaplacianScore,1448.5923,0.7576
|
| 94 |
+
Lasso,5.6064,0.9569
|
| 95 |
+
Lasso,8.5417,0.6229
|
| 96 |
+
Lasso,19.3846,0.8309
|
| 97 |
+
Lasso,43.0833,0.5567
|
| 98 |
+
Lasso,541.4167,0.8905
|
| 99 |
+
Lasso,891.0,0.7066
|
| 100 |
+
Lasso,918.4,0.903
|
| 101 |
+
Lasso,1448.5923,1.0
|
| 102 |
+
MI,5.6064,0.9593
|
| 103 |
+
MI,8.5417,0.899
|
| 104 |
+
MI,19.3846,0.8653
|
| 105 |
+
MI,43.0833,0.797
|
| 106 |
+
MI,541.4167,0.9048
|
| 107 |
+
MI,891.0,0.9048
|
| 108 |
+
MI,918.4,0.8919
|
| 109 |
+
MI,1448.5923,0.9848
|
| 110 |
+
MarkovBlanket,5.6064,0.5857
|
| 111 |
+
MarkovBlanket,8.5417,0.6614
|
| 112 |
+
MarkovBlanket,19.3846,0.8863
|
| 113 |
+
MarkovBlanket,43.0833,0.6344
|
| 114 |
+
MarkovBlanket,541.4167,0.5917
|
| 115 |
+
MarkovBlanket,891.0,0.843
|
| 116 |
+
MarkovBlanket,918.4,0.8717
|
| 117 |
+
MarkovBlanket,1448.5923,0.9757
|
| 118 |
+
RFImportance,5.6064,0.8496
|
| 119 |
+
RFImportance,8.5417,0.7786
|
| 120 |
+
RFImportance,19.3846,0.6764
|
| 121 |
+
RFImportance,43.0833,0.3838
|
| 122 |
+
RFImportance,541.4167,0.8794
|
| 123 |
+
RFImportance,891.0,0.6916
|
| 124 |
+
RFImportance,918.4,0.8626
|
| 125 |
+
RFImportance,1448.5923,0.7992
|
| 126 |
+
Random,5.6064,0.6017
|
| 127 |
+
Random,8.5417,0.6752
|
| 128 |
+
Random,19.3846,0.7215
|
| 129 |
+
Random,43.0833,0.6344
|
| 130 |
+
Random,259.3049,0.4667
|
| 131 |
+
Random,302.086,0.5512
|
| 132 |
+
Random,541.4167,0.5917
|
| 133 |
+
Random,891.0,0.5409
|
| 134 |
+
Random,918.4,0.6811
|
| 135 |
+
Random,1448.5923,0.6792
|
| 136 |
+
SBE,5.6064,0.6013
|
| 137 |
+
SBE,8.5417,0.7043
|
| 138 |
+
SBE,19.3846,0.6381
|
| 139 |
+
SBE,43.0833,0.6645
|
| 140 |
+
SBE,259.3049,0.4984
|
| 141 |
+
SBE,302.086,0.5046
|
| 142 |
+
SBE,541.4167,0.8723
|
| 143 |
+
SBE,891.0,0.8105
|
| 144 |
+
SBE,918.4,0.8828
|
| 145 |
+
SBE,1448.5923,0.5926
|
| 146 |
+
SFS,5.6064,0.6505
|
| 147 |
+
SFS,8.5417,0.6695
|
| 148 |
+
SFS,19.3846,0.6994
|
| 149 |
+
SFS,43.0833,0.5781
|
| 150 |
+
SFS,259.3049,0.8437
|
| 151 |
+
SFS,302.086,0.5222
|
| 152 |
+
SFS,541.4167,0.6502
|
| 153 |
+
SFS,891.0,0.8469
|
| 154 |
+
SFS,918.4,0.8919
|
| 155 |
+
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data/lasagna/validity/noise_1/tasks_binary/binary_thr_003.html
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