data/validity_noise_0.75_table.html

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</style></head><body><div class='toolbar'><span class='hint'>Click a column to sort.</span><button onclick="saCsv('selectarena_validity.csv')">CSV</button></div><div class='wrap'><table id='sa-table'><thead><tr><th class=''>Method</th><th class='num' title='Mean over datasets and budgets.'>Validity ↑</th><th class='num'>Budget 1 (smallest)</th><th class='num'>Budget 2</th><th class='num'>Budget 3</th><th class='num'>Budget 4</th><th class='num'>Budget 5 (largest)</th></tr></thead><tbody><tr><td class='method' data-sort='F-Test'>F-Test</td><td class='num' data-sort='0.8841'>0.884</td><td class='num' data-sort='0.9583'>0.958</td><td class='num' data-sort='0.9437'>0.944</td><td class='num' data-sort='0.9225'>0.922</td><td class='num' data-sort='0.8429'>0.843</td><td class='num' data-sort='0.7531'>0.753</td></tr><tr><td class='method' data-sort='GainRatio'>GainRatio</td><td class='num' data-sort='0.866'>0.866</td><td class='num' data-sort='0.957'>0.957</td><td class='num' data-sort='0.9376'>0.938</td><td class='num' data-sort='0.9016'>0.902</td><td class='num' data-sort='0.8115'>0.811</td><td class='num' data-sort='0.7226'>0.723</td></tr><tr><td class='method' data-sort='LaplacianScore'>LaplacianScore</td><td class='num' data-sort='0.8363'>0.836</td><td class='num' data-sort='0.8772'>0.877</td><td class='num' data-sort='0.8879'>0.888</td><td class='num' data-sort='0.8573'>0.857</td><td class='num' data-sort='0.8086'>0.809</td><td class='num' data-sort='0.7507'>0.751</td></tr><tr><td class='method' data-sort='MI'>MI</td><td class='num' data-sort='0.832'>0.832</td><td class='num' data-sort='0.9218'>0.922</td><td class='num' data-sort='0.8912'>0.891</td><td class='num' data-sort='0.8619'>0.862</td><td class='num' data-sort='0.7867'>0.787</td><td class='num' data-sort='0.6985'>0.699</td></tr><tr><td class='method' data-sort='ElasticNet'>ElasticNet</td><td class='num' data-sort='0.8033'>0.803</td><td class='num' data-sort='0.9353'>0.935</td><td class='num' data-sort='0.8819'>0.882</td><td class='num' data-sort='0.8235'>0.824</td><td class='num' data-sort='0.7344'>0.734</td><td class='num' data-sort='0.6415'>0.641</td></tr><tr><td class='method' data-sort='Lasso'>Lasso</td><td class='num' data-sort='0.7759'>0.776</td><td class='num' data-sort='0.9065'>0.906</td><td class='num' data-sort='0.8352'>0.835</td><td class='num' data-sort='0.7851'>0.785</td><td class='num' data-sort='0.712'>0.712</td><td class='num' data-sort='0.6408'>0.641</td></tr><tr><td class='method' data-sort='(R)ReliefF'>(R)ReliefF</td><td class='num' data-sort='0.7752'>0.775</td><td class='num' data-sort='0.874'>0.874</td><td class='num' data-sort='0.8223'>0.822</td><td class='num' data-sort='0.7948'>0.795</td><td class='num' data-sort='0.7242'>0.724</td><td class='num' data-sort='0.6606'>0.661</td></tr><tr><td class='method' data-sort='RFImportance'>RFImportance</td><td class='num' data-sort='0.7155'>0.716</td><td class='num' data-sort='0.829'>0.829</td><td class='num' data-sort='0.7797'>0.780</td><td class='num' data-sort='0.7368'>0.737</td><td class='num' data-sort='0.6578'>0.658</td><td class='num' data-sort='0.5741'>0.574</td></tr><tr><td class='method' data-sort='SFS'>SFS</td><td class='num' data-sort='0.703'>0.703</td><td class='num' data-sort='0.8071'>0.807</td><td class='num' data-sort='0.7599'>0.760</td><td class='num' data-sort='0.6996'>0.700</td><td class='num' data-sort='0.6452'>0.645</td><td class='num' data-sort='0.6032'>0.603</td></tr><tr><td class='method' data-sort='mRMR'>mRMR</td><td class='num' data-sort='0.6992'>0.699</td><td class='num' data-sort='0.8119'>0.812</td><td class='num' data-sort='0.7509'>0.751</td><td class='num' data-sort='0.6957'>0.696</td><td class='num' data-sort='0.6426'>0.643</td><td class='num' data-sort='0.5951'>0.595</td></tr><tr><td class='method' data-sort='CART'>CART</td><td class='num' data-sort='0.6483'>0.648</td><td class='num' data-sort='0.7832'>0.783</td><td class='num' data-sort='0.6743'>0.674</td><td class='num' data-sort='0.6349'>0.635</td><td class='num' data-sort='0.5898'>0.590</td><td class='num' data-sort='0.5593'>0.559</td></tr><tr><td class='method' data-sort='LOCO'>LOCO</td><td class='num' data-sort='0.64'>0.640</td><td class='num' data-sort='0.6927'>0.693</td><td class='num' data-sort='0.6586'>0.659</td><td class='num' data-sort='0.6416'>0.642</td><td class='num' data-sort='0.6158'>0.616</td><td class='num' data-sort='0.5913'>0.591</td></tr><tr><td class='method' data-sort='SBE'>SBE</td><td class='num' data-sort='0.636'>0.636</td><td class='num' data-sort='0.6665'>0.666</td><td class='num' data-sort='0.6799'>0.680</td><td class='num' data-sort='0.634'>0.634</td><td class='num' data-sort='0.6089'>0.609</td><td class='num' data-sort='0.5909'>0.591</td></tr><tr><td class='method' data-sort='Random'>Random</td><td class='num' data-sort='0.5868'>0.587</td><td class='num' data-sort='0.5798'>0.580</td><td class='num' data-sort='0.6112'>0.611</td><td class='num' data-sort='0.5745'>0.575</td><td class='num' data-sort='0.593'>0.593</td><td class='num' data-sort='0.5756'>0.576</td></tr><tr><td class='method' data-sort='MarkovBlanket'>MarkovBlanket</td><td class='num' data-sort='0.5353'>0.535</td><td class='num' data-sort='0.5461'>0.546</td><td class='num' data-sort='0.5382'>0.538</td><td class='num' data-sort='0.5284'>0.528</td><td class='num' data-sort='0.5374'>0.537</td><td class='num' data-sort='0.5262'>0.526</td></tr></tbody></table></div><script type='text/plain' id='sa-csv'>method,validity,validity_budget_0,validity_budget_1,validity_budget_2,validity_budget_3,validity_budget_4
F-Test,0.8841,0.9583,0.9437,0.9225,0.8429,0.7531
GainRatio,0.866,0.957,0.9376,0.9016,0.8115,0.7226
LaplacianScore,0.8363,0.8772,0.8879,0.8573,0.8086,0.7507
MI,0.832,0.9218,0.8912,0.8619,0.7867,0.6985
ElasticNet,0.8033,0.9353,0.8819,0.8235,0.7344,0.6415
Lasso,0.7759,0.9065,0.8352,0.7851,0.712,0.6408
(R)ReliefF,0.7752,0.874,0.8223,0.7948,0.7242,0.6606
RFImportance,0.7155,0.829,0.7797,0.7368,0.6578,0.5741
SFS,0.703,0.8071,0.7599,0.6996,0.6452,0.6032
mRMR,0.6992,0.8119,0.7509,0.6957,0.6426,0.5951
CART,0.6483,0.7832,0.6743,0.6349,0.5898,0.5593
LOCO,0.64,0.6927,0.6586,0.6416,0.6158,0.5913
SBE,0.636,0.6665,0.6799,0.634,0.6089,0.5909
Random,0.5868,0.5798,0.6112,0.5745,0.593,0.5756
MarkovBlanket,0.5353,0.5461,0.5382,0.5284,0.5374,0.5262
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