diff --git a/data/meta.json b/data/meta.json index 577e342fdb4831ce83c3ab6f3ff090e7b8c01306..aea39e2b278778d0f2ae6254fb210fa81496e854 100644 --- a/data/meta.json +++ b/data/meta.json @@ -1,6 +1,6 @@ { "benchmark_name": "feature_selection_benchmark_2026_all", - "generated_at": "2026-11-04 20:17 UTC", + "generated_at": "2026-11-04 21:54 UTC", "selectarena_version": "0.1.0", "n_results": 79873, "n_datasets": 71, diff --git a/data/results_explorer.html b/data/results_explorer.html index 6f3b28b47ded92873bc940083427df38b8e88a2b..0b8952041ed27b87e58bceb11fa48668df41372d 100644 --- a/data/results_explorer.html +++ b/data/results_explorer.html @@ -24,6 +24,8 @@ th[aria-sort] { color:var(--accent); } tbody tr:hover { background:var(--soft); } tbody tr:last-child td { border-bottom:none; } td.method { font-weight:600; } +td.method a.paper { color:inherit; text-decoration:none; border-bottom:1px dotted var(--muted); } +td.method a.paper:hover { color:var(--accent); border-bottom-color:var(--accent); } td .sub { color:var(--muted); font-size:12px; font-weight:400; margin-left:6px; } td.na { color:var(--muted); } .pill { display:inline-block; padding:0 8px; border:1px solid var(--line); border-radius:999px; diff --git a/data/stability_table.html b/data/stability_table.html index 602116024afca4c90e23f896f932defb5ac7bd4c..1fee30132761995dd1f3e6a59f16352ec6ba13c8 100644 --- a/data/stability_table.html +++ b/data/stability_table.html @@ -24,6 +24,8 @@ th[aria-sort] { color:var(--accent); } tbody tr:hover { background:var(--soft); } tbody tr:last-child td { border-bottom:none; } td.method { font-weight:600; } +td.method a.paper { color:inherit; text-decoration:none; border-bottom:1px dotted var(--muted); } +td.method a.paper:hover { color:var(--accent); border-bottom-color:var(--accent); } td .sub { color:var(--muted); font-size:12px; font-weight:400; margin-left:6px; } td.na { color:var(--muted); } .pill { display:inline-block; padding:0 8px; border:1px solid var(--line); border-radius:999px; @@ -32,7 +34,7 @@ td.na { color:var(--muted); } .pill.cat-baseline { color:var(--muted); } .medal { display:inline-block; width:1.4em; text-align:center; font-size:15px; line-height:1; } td.shaded { font-weight:600; } -
Click a column to sort.
MethodStability ↑Budget 1 (smallest)Budget 2Budget 3Budget 4Budget 5 (largest)
F-Test0.6790.7250.7340.7060.6680.562
LaplacianScore0.6520.5880.6440.6600.6890.678
MI0.6470.6450.6730.6830.6490.587
(R)ReliefF0.6460.6410.6470.6720.6560.612
GainRatio0.6440.6790.6810.6700.6410.550
RFImportance0.6430.6280.6530.6760.6610.597
mRMR0.6040.5280.5780.6140.6560.651
ElasticNet0.4470.5090.5190.4810.4190.308
CART0.4220.4840.4560.4440.4020.324
MarkovBlanket0.4130.4180.3960.4130.4340.405
Lasso0.3620.4210.4220.3890.3340.246
SFS0.2670.3680.2780.2390.2250.176
LOCO0.1730.2990.2200.1510.1140.080
SBE0.1320.1950.1750.1440.0950.059
Random0.001-0.0010.001-0.0010.0020.002