OpenML
Supervised Classification on car

Supervised Classification on car

Task 146821 Supervised Classification car 7180 runs submitted
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  • OpenML-CC18 study_218 study_98 study_99
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7180 Runs

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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.996, f_measure: 0.8875, kappa: 0.7739, kb_relative_information_score: 0.5444, mean_absolute_error: 0.1348, mean_prior_absolute_error: 0.229, weighted_recall: 0.9039, number_of_instances: 1728, precision: 0.9075, predictive_accuracy: 0.9039, prior_entropy: 1.2058, relative_absolute_error: 0.5886, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.22, root_relative_squared_error: 0.6507, unweighted_recall: 0.6282,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9964, f_measure: 0.874, kappa: 0.7495, kb_relative_information_score: 0.5385, mean_absolute_error: 0.1358, mean_prior_absolute_error: 0.229, weighted_recall: 0.8941, number_of_instances: 1728, precision: 0.899, predictive_accuracy: 0.8941, prior_entropy: 1.2058, relative_absolute_error: 0.5931, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.2209, root_relative_squared_error: 0.6534, unweighted_recall: 0.5829,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9953, f_measure: 0.9575, kappa: 0.9079, kb_relative_information_score: 0.8089, mean_absolute_error: 0.0596, mean_prior_absolute_error: 0.229, weighted_recall: 0.9566, number_of_instances: 1728, precision: 0.9602, predictive_accuracy: 0.9566, prior_entropy: 1.2058, relative_absolute_error: 0.2605, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.145, root_relative_squared_error: 0.4289, unweighted_recall: 0.9298,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.9693, kappa: 0.9332, kb_relative_information_score: 0.8808, mean_absolute_error: 0.0382, mean_prior_absolute_error: 0.229, weighted_recall: 0.9688, number_of_instances: 1728, precision: 0.9708, predictive_accuracy: 0.9688, prior_entropy: 1.2058, relative_absolute_error: 0.1667, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1096, root_relative_squared_error: 0.3242, unweighted_recall: 0.9528,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9988, f_measure: 0.9652, kappa: 0.9246, kb_relative_information_score: 0.8441, mean_absolute_error: 0.0505, mean_prior_absolute_error: 0.229, weighted_recall: 0.9647, number_of_instances: 1728, precision: 0.9671, predictive_accuracy: 0.9647, prior_entropy: 1.2058, relative_absolute_error: 0.2207, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.123, root_relative_squared_error: 0.3639, unweighted_recall: 0.9406,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.9727, kappa: 0.9406, kb_relative_information_score: 0.897, mean_absolute_error: 0.0323, mean_prior_absolute_error: 0.229, weighted_recall: 0.9722, number_of_instances: 1728, precision: 0.9741, predictive_accuracy: 0.9722, prior_entropy: 1.2058, relative_absolute_error: 0.1411, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1052, root_relative_squared_error: 0.311, unweighted_recall: 0.9677,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9929, f_measure: 0.9197, kappa: 0.8421, kb_relative_information_score: 0.6961, mean_absolute_error: 0.0899, mean_prior_absolute_error: 0.229, weighted_recall: 0.9271, number_of_instances: 1728, precision: 0.9328, predictive_accuracy: 0.9271, prior_entropy: 1.2058, relative_absolute_error: 0.3925, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1837, root_relative_squared_error: 0.5432, unweighted_recall: 0.7268,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9974, f_measure: 0.962, kappa: 0.9175, kb_relative_information_score: 0.8229, mean_absolute_error: 0.0566, mean_prior_absolute_error: 0.229, weighted_recall: 0.9612, number_of_instances: 1728, precision: 0.9643, predictive_accuracy: 0.9612, prior_entropy: 1.2058, relative_absolute_error: 0.2473, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.135, root_relative_squared_error: 0.3994, unweighted_recall: 0.9387,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, f_measure: 0.9686, kappa: 0.9318, kb_relative_information_score: 0.8612, mean_absolute_error: 0.0452, mean_prior_absolute_error: 0.229, weighted_recall: 0.9682, number_of_instances: 1728, precision: 0.9701, predictive_accuracy: 0.9682, prior_entropy: 1.2058, relative_absolute_error: 0.1976, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1151, root_relative_squared_error: 0.3403, unweighted_recall: 0.9455,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9985, f_measure: 0.9657, kappa: 0.9276, kb_relative_information_score: 0.7048, mean_absolute_error: 0.0939, mean_prior_absolute_error: 0.229, weighted_recall: 0.967, number_of_instances: 1728, precision: 0.9679, predictive_accuracy: 0.967, prior_entropy: 1.2058, relative_absolute_error: 0.4099, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1704, root_relative_squared_error: 0.5039, unweighted_recall: 0.8656,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9949, kappa: 0.5026, kb_relative_information_score: 0.4576, mean_absolute_error: 0.1541, mean_prior_absolute_error: 0.229, weighted_recall: 0.8113, number_of_instances: 1728, predictive_accuracy: 0.8113, prior_entropy: 1.2058, relative_absolute_error: 0.6732, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.2422, root_relative_squared_error: 0.7163, unweighted_recall: 0.4038,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9993, f_measure: 0.9708, kappa: 0.9364, kb_relative_information_score: 0.8668, mean_absolute_error: 0.0439, mean_prior_absolute_error: 0.229, weighted_recall: 0.9705, number_of_instances: 1728, precision: 0.9717, predictive_accuracy: 0.9705, prior_entropy: 1.2058, relative_absolute_error: 0.1916, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.111, root_relative_squared_error: 0.3283, unweighted_recall: 0.9418,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.9675, kappa: 0.9294, kb_relative_information_score: 0.8545, mean_absolute_error: 0.0474, mean_prior_absolute_error: 0.229, weighted_recall: 0.967, number_of_instances: 1728, precision: 0.969, predictive_accuracy: 0.967, prior_entropy: 1.2058, relative_absolute_error: 0.2068, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1179, root_relative_squared_error: 0.3487, unweighted_recall: 0.9417,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, f_measure: 0.9681, kappa: 0.9307, kb_relative_information_score: 0.866, mean_absolute_error: 0.0433, mean_prior_absolute_error: 0.229, weighted_recall: 0.9676, number_of_instances: 1728, precision: 0.9697, predictive_accuracy: 0.9676, prior_entropy: 1.2058, relative_absolute_error: 0.189, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1141, root_relative_squared_error: 0.3374, unweighted_recall: 0.9487,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.997, f_measure: 0.9324, kappa: 0.8661, kb_relative_information_score: 0.6104, mean_absolute_error: 0.1185, mean_prior_absolute_error: 0.229, weighted_recall: 0.941, number_of_instances: 1728, precision: 0.9427, predictive_accuracy: 0.941, prior_entropy: 1.2058, relative_absolute_error: 0.5174, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.2017, root_relative_squared_error: 0.5964, unweighted_recall: 0.7313,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.9646, kappa: 0.923, kb_relative_information_score: 0.8408, mean_absolute_error: 0.0517, mean_prior_absolute_error: 0.229, weighted_recall: 0.9641, number_of_instances: 1728, precision: 0.9661, predictive_accuracy: 0.9641, prior_entropy: 1.2058, relative_absolute_error: 0.2257, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1234, root_relative_squared_error: 0.365, unweighted_recall: 0.9288,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9985, f_measure: 0.9653, kappa: 0.9246, kb_relative_information_score: 0.8525, mean_absolute_error: 0.0476, mean_prior_absolute_error: 0.229, weighted_recall: 0.9647, number_of_instances: 1728, precision: 0.9672, predictive_accuracy: 0.9647, prior_entropy: 1.2058, relative_absolute_error: 0.208, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.121, root_relative_squared_error: 0.3579, unweighted_recall: 0.9374,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9983, f_measure: 0.9688, kappa: 0.932, kb_relative_information_score: 0.8923, mean_absolute_error: 0.0332, mean_prior_absolute_error: 0.229, weighted_recall: 0.9682, number_of_instances: 1728, precision: 0.9705, predictive_accuracy: 0.9682, prior_entropy: 1.2058, relative_absolute_error: 0.1451, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1109, root_relative_squared_error: 0.328, unweighted_recall: 0.9551,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9967, f_measure: 0.9369, kappa: 0.8759, kb_relative_information_score: 0.6541, mean_absolute_error: 0.1057, mean_prior_absolute_error: 0.229, weighted_recall: 0.9433, number_of_instances: 1728, precision: 0.9466, predictive_accuracy: 0.9433, prior_entropy: 1.2058, relative_absolute_error: 0.4618, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1878, root_relative_squared_error: 0.5555, unweighted_recall: 0.7583,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9984, f_measure: 0.9682, kappa: 0.9309, kb_relative_information_score: 0.8841, mean_absolute_error: 0.0361, mean_prior_absolute_error: 0.229, weighted_recall: 0.9676, number_of_instances: 1728, precision: 0.97, predictive_accuracy: 0.9676, prior_entropy: 1.2058, relative_absolute_error: 0.1577, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1128, root_relative_squared_error: 0.3336, unweighted_recall: 0.9583,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9968, f_measure: 0.9098, kappa: 0.8227, kb_relative_information_score: 0.5764, mean_absolute_error: 0.1272, mean_prior_absolute_error: 0.229, weighted_recall: 0.923, number_of_instances: 1728, precision: 0.9272, predictive_accuracy: 0.923, prior_entropy: 1.2058, relative_absolute_error: 0.5553, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.2108, root_relative_squared_error: 0.6234, unweighted_recall: 0.6746,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9907, kappa: 0.5534, kb_relative_information_score: 0.453, mean_absolute_error: 0.1516, mean_prior_absolute_error: 0.229, weighted_recall: 0.8241, number_of_instances: 1728, predictive_accuracy: 0.8241, prior_entropy: 1.2058, relative_absolute_error: 0.6619, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.2415, root_relative_squared_error: 0.7143, unweighted_recall: 0.3934,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.9675, kappa: 0.9295, kb_relative_information_score: 0.8745, mean_absolute_error: 0.04, mean_prior_absolute_error: 0.229, weighted_recall: 0.967, number_of_instances: 1728, precision: 0.9693, predictive_accuracy: 0.967, prior_entropy: 1.2058, relative_absolute_error: 0.1749, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1127, root_relative_squared_error: 0.3333, unweighted_recall: 0.9453,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9984, f_measure: 0.9635, kappa: 0.9236, kb_relative_information_score: 0.6816, mean_absolute_error: 0.1003, mean_prior_absolute_error: 0.229, weighted_recall: 0.9653, number_of_instances: 1728, precision: 0.9656, predictive_accuracy: 0.9653, prior_entropy: 1.2058, relative_absolute_error: 0.4382, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1775, root_relative_squared_error: 0.5249, unweighted_recall: 0.8539,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9988, f_measure: 0.9661, kappa: 0.9264, kb_relative_information_score: 0.8024, mean_absolute_error: 0.064, mean_prior_absolute_error: 0.229, weighted_recall: 0.9659, number_of_instances: 1728, precision: 0.9671, predictive_accuracy: 0.9659, prior_entropy: 1.2058, relative_absolute_error: 0.2797, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.137, root_relative_squared_error: 0.4053, unweighted_recall: 0.9164,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9967, f_measure: 0.9031, kappa: 0.8087, kb_relative_information_score: 0.5729, mean_absolute_error: 0.1279, mean_prior_absolute_error: 0.229, weighted_recall: 0.9172, number_of_instances: 1728, precision: 0.922, predictive_accuracy: 0.9172, prior_entropy: 1.2058, relative_absolute_error: 0.5587, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.2117, root_relative_squared_error: 0.626, unweighted_recall: 0.6528,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9971, f_measure: 0.9348, kappa: 0.8694, kb_relative_information_score: 0.6201, mean_absolute_error: 0.1163, mean_prior_absolute_error: 0.229, weighted_recall: 0.9421, number_of_instances: 1728, precision: 0.9458, predictive_accuracy: 0.9421, prior_entropy: 1.2058, relative_absolute_error: 0.5081, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1991, root_relative_squared_error: 0.5888, unweighted_recall: 0.7401,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9987, f_measure: 0.9687, kappa: 0.932, kb_relative_information_score: 0.8843, mean_absolute_error: 0.0367, mean_prior_absolute_error: 0.229, weighted_recall: 0.9682, number_of_instances: 1728, precision: 0.9703, predictive_accuracy: 0.9682, prior_entropy: 1.2058, relative_absolute_error: 0.1602, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1103, root_relative_squared_error: 0.3261, unweighted_recall: 0.9521,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9954, f_measure: 0.961, kappa: 0.9153, kb_relative_information_score: 0.8446, mean_absolute_error: 0.048, mean_prior_absolute_error: 0.229, weighted_recall: 0.9601, number_of_instances: 1728, precision: 0.9636, predictive_accuracy: 0.9601, prior_entropy: 1.2058, relative_absolute_error: 0.2098, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1339, root_relative_squared_error: 0.3961, unweighted_recall: 0.9483,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, f_measure: 0.9727, kappa: 0.9405, kb_relative_information_score: 0.8947, mean_absolute_error: 0.0336, mean_prior_absolute_error: 0.229, weighted_recall: 0.9722, number_of_instances: 1728, precision: 0.9739, predictive_accuracy: 0.9722, prior_entropy: 1.2058, relative_absolute_error: 0.1466, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1037, root_relative_squared_error: 0.3068, unweighted_recall: 0.9611,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9903, f_measure: 0.9072, kappa: 0.8222, kb_relative_information_score: 0.6766, mean_absolute_error: 0.0937, mean_prior_absolute_error: 0.229, weighted_recall: 0.9184, number_of_instances: 1728, precision: 0.9225, predictive_accuracy: 0.9184, prior_entropy: 1.2058, relative_absolute_error: 0.4093, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1918, root_relative_squared_error: 0.5673, unweighted_recall: 0.6834,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9981, f_measure: 0.9597, kappa: 0.9133, kb_relative_information_score: 0.7839, mean_absolute_error: 0.0693, mean_prior_absolute_error: 0.229, weighted_recall: 0.9595, number_of_instances: 1728, precision: 0.962, predictive_accuracy: 0.9595, prior_entropy: 1.2058, relative_absolute_error: 0.3028, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1464, root_relative_squared_error: 0.4331, unweighted_recall: 0.9089,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9988, f_measure: 0.9717, kappa: 0.9386, kb_relative_information_score: 0.7963, mean_absolute_error: 0.066, mean_prior_absolute_error: 0.229, weighted_recall: 0.9716, number_of_instances: 1728, precision: 0.9727, predictive_accuracy: 0.9716, prior_entropy: 1.2058, relative_absolute_error: 0.2883, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1399, root_relative_squared_error: 0.4137, unweighted_recall: 0.9267,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9988, f_measure: 0.9717, kappa: 0.9386, kb_relative_information_score: 0.7963, mean_absolute_error: 0.066, mean_prior_absolute_error: 0.229, weighted_recall: 0.9716, number_of_instances: 1728, precision: 0.9727, predictive_accuracy: 0.9716, prior_entropy: 1.2058, relative_absolute_error: 0.2883, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1399, root_relative_squared_error: 0.4137, unweighted_recall: 0.9267,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9913, f_measure: 0.922, kappa: 0.8403, kb_relative_information_score: 0.7314, mean_absolute_error: 0.0803, mean_prior_absolute_error: 0.229, weighted_recall: 0.9253, number_of_instances: 1728, precision: 0.9329, predictive_accuracy: 0.9253, prior_entropy: 1.2058, relative_absolute_error: 0.3506, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1752, root_relative_squared_error: 0.5182, unweighted_recall: 0.7765,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9993, f_measure: 0.9726, kappa: 0.9403, kb_relative_information_score: 0.8955, mean_absolute_error: 0.0334, mean_prior_absolute_error: 0.229, weighted_recall: 0.9722, number_of_instances: 1728, precision: 0.9735, predictive_accuracy: 0.9722, prior_entropy: 1.2058, relative_absolute_error: 0.1458, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1021, root_relative_squared_error: 0.302, unweighted_recall: 0.9567,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9987, f_measure: 0.9663, kappa: 0.9269, kb_relative_information_score: 0.8247, mean_absolute_error: 0.057, mean_prior_absolute_error: 0.229, weighted_recall: 0.9659, number_of_instances: 1728, precision: 0.9678, predictive_accuracy: 0.9659, prior_entropy: 1.2058, relative_absolute_error: 0.249, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1297, root_relative_squared_error: 0.3837, unweighted_recall: 0.9346,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9963, kappa: 0.745, kb_relative_information_score: 0.536, mean_absolute_error: 0.1364, mean_prior_absolute_error: 0.229, weighted_recall: 0.8924, number_of_instances: 1728, predictive_accuracy: 0.8924, prior_entropy: 1.2058, relative_absolute_error: 0.5959, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.2217, root_relative_squared_error: 0.6557, unweighted_recall: 0.5748,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9965, f_measure: 0.9269, kappa: 0.8618, kb_relative_information_score: 0.6305, mean_absolute_error: 0.1113, mean_prior_absolute_error: 0.229, weighted_recall: 0.9375, number_of_instances: 1728, precision: 0.9429, predictive_accuracy: 0.9375, prior_entropy: 1.2058, relative_absolute_error: 0.4859, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1948, root_relative_squared_error: 0.5762, unweighted_recall: 0.7021,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9463, kb_relative_information_score: 0.2172, mean_absolute_error: 0.1904, mean_prior_absolute_error: 0.229, weighted_recall: 0.7002, number_of_instances: 1728, predictive_accuracy: 0.7002, prior_entropy: 1.2058, relative_absolute_error: 0.8317, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.2889, root_relative_squared_error: 0.8545, unweighted_recall: 0.25,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9903, f_measure: 0.9179, kappa: 0.8332, kb_relative_information_score: 0.7373, mean_absolute_error: 0.0779, mean_prior_absolute_error: 0.229, weighted_recall: 0.9219, number_of_instances: 1728, precision: 0.9293, predictive_accuracy: 0.9219, prior_entropy: 1.2058, relative_absolute_error: 0.3403, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1746, root_relative_squared_error: 0.5163, unweighted_recall: 0.7486,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9923, kappa: 0.3783, kb_relative_information_score: 0.43, mean_absolute_error: 0.1595, mean_prior_absolute_error: 0.229, weighted_recall: 0.7784, number_of_instances: 1728, predictive_accuracy: 0.7784, prior_entropy: 1.2058, relative_absolute_error: 0.6966, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.2494, root_relative_squared_error: 0.7376, unweighted_recall: 0.3475,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.959, kappa: 0.9119, kb_relative_information_score: 0.7851, mean_absolute_error: 0.0689, mean_prior_absolute_error: 0.229, weighted_recall: 0.9589, number_of_instances: 1728, precision: 0.9613, predictive_accuracy: 0.9589, prior_entropy: 1.2058, relative_absolute_error: 0.301, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.146, root_relative_squared_error: 0.4317, unweighted_recall: 0.8982,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9965, f_measure: 0.8818, kappa: 0.7657, kb_relative_information_score: 0.5444, mean_absolute_error: 0.1349, mean_prior_absolute_error: 0.229, weighted_recall: 0.9005, number_of_instances: 1728, precision: 0.9049, predictive_accuracy: 0.9005, prior_entropy: 1.2058, relative_absolute_error: 0.589, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.2196, root_relative_squared_error: 0.6494, unweighted_recall: 0.6058,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.9663, kappa: 0.9267, kb_relative_information_score: 0.8453, mean_absolute_error: 0.0502, mean_prior_absolute_error: 0.229, weighted_recall: 0.9659, number_of_instances: 1728, precision: 0.9675, predictive_accuracy: 0.9659, prior_entropy: 1.2058, relative_absolute_error: 0.2191, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.122, root_relative_squared_error: 0.3609, unweighted_recall: 0.9338,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9934, kappa: 0.3739, kb_relative_information_score: 0.431, mean_absolute_error: 0.1592, mean_prior_absolute_error: 0.229, weighted_recall: 0.7755, number_of_instances: 1728, predictive_accuracy: 0.7755, prior_entropy: 1.2058, relative_absolute_error: 0.6952, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.2487, root_relative_squared_error: 0.7355, unweighted_recall: 0.341,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9955, kappa: 0.6321, kb_relative_information_score: 0.4913, mean_absolute_error: 0.1466, mean_prior_absolute_error: 0.229, weighted_recall: 0.8519, number_of_instances: 1728, predictive_accuracy: 0.8519, prior_entropy: 1.2058, relative_absolute_error: 0.6401, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.2335, root_relative_squared_error: 0.6906, unweighted_recall: 0.4781,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9894, kappa: 0.0553, kb_relative_information_score: 0.3565, mean_absolute_error: 0.1734, mean_prior_absolute_error: 0.229, weighted_recall: 0.7095, number_of_instances: 1728, predictive_accuracy: 0.7095, prior_entropy: 1.2058, relative_absolute_error: 0.7574, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.2663, root_relative_squared_error: 0.7875, unweighted_recall: 0.2604,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9988, f_measure: 0.9717, kappa: 0.9386, kb_relative_information_score: 0.7963, mean_absolute_error: 0.066, mean_prior_absolute_error: 0.229, weighted_recall: 0.9716, number_of_instances: 1728, precision: 0.9727, predictive_accuracy: 0.9716, prior_entropy: 1.2058, relative_absolute_error: 0.2883, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1399, root_relative_squared_error: 0.4137, unweighted_recall: 0.9267,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9816, kappa: 0.9598, kb_relative_information_score: 0.9409, mean_absolute_error: 0.0183, mean_prior_absolute_error: 0.229, weighted_recall: 0.9815, number_of_instances: 1728, precision: 0.9819, predictive_accuracy: 0.9815, prior_entropy: 1.2058, relative_absolute_error: 0.0798, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.0801, root_relative_squared_error: 0.237, unweighted_recall: 0.9618,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9906, f_measure: 0.9066, kappa: 0.8252, kb_relative_information_score: 0.6892, mean_absolute_error: 0.0909, mean_prior_absolute_error: 0.229, weighted_recall: 0.9196, number_of_instances: 1728, precision: 0.9191, predictive_accuracy: 0.9196, prior_entropy: 1.2058, relative_absolute_error: 0.3972, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.188, root_relative_squared_error: 0.5562, unweighted_recall: 0.6895,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9958, f_measure: 0.9499, kappa: 0.8938, kb_relative_information_score: 0.756, mean_absolute_error: 0.0762, mean_prior_absolute_error: 0.229, weighted_recall: 0.9502, number_of_instances: 1728, precision: 0.9543, predictive_accuracy: 0.9502, prior_entropy: 1.2058, relative_absolute_error: 0.3328, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1608, root_relative_squared_error: 0.4756, unweighted_recall: 0.8678,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9952, kappa: 0.6053, kb_relative_information_score: 0.4814, mean_absolute_error: 0.1487, mean_prior_absolute_error: 0.229, weighted_recall: 0.8432, number_of_instances: 1728, predictive_accuracy: 0.8432, prior_entropy: 1.2058, relative_absolute_error: 0.6495, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.236, root_relative_squared_error: 0.698, unweighted_recall: 0.4651,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9988, f_measure: 0.9711, kappa: 0.9374, kb_relative_information_score: 0.7954, mean_absolute_error: 0.0663, mean_prior_absolute_error: 0.229, weighted_recall: 0.9711, number_of_instances: 1728, precision: 0.972, predictive_accuracy: 0.9711, prior_entropy: 1.2058, relative_absolute_error: 0.2894, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1402, root_relative_squared_error: 0.4147, unweighted_recall: 0.9265,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9993, f_measure: 0.9811, kappa: 0.9588, kb_relative_information_score: 0.9318, mean_absolute_error: 0.0209, mean_prior_absolute_error: 0.229, weighted_recall: 0.9809, number_of_instances: 1728, precision: 0.9816, predictive_accuracy: 0.9809, prior_entropy: 1.2058, relative_absolute_error: 0.0913, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.088, root_relative_squared_error: 0.2604, unweighted_recall: 0.9691,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9983, f_measure: 0.9604, kappa: 0.9162, kb_relative_information_score: 0.7117, mean_absolute_error: 0.0918, mean_prior_absolute_error: 0.229, weighted_recall: 0.9618, number_of_instances: 1728, precision: 0.9624, predictive_accuracy: 0.9618, prior_entropy: 1.2058, relative_absolute_error: 0.4009, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1686, root_relative_squared_error: 0.4987, unweighted_recall: 0.8483,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9984, f_measure: 0.9692, kappa: 0.934, kb_relative_information_score: 0.7083, mean_absolute_error: 0.0931, mean_prior_absolute_error: 0.229, weighted_recall: 0.9699, number_of_instances: 1728, precision: 0.9702, predictive_accuracy: 0.9699, prior_entropy: 1.2058, relative_absolute_error: 0.4064, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1691, root_relative_squared_error: 0.5, unweighted_recall: 0.8831,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9963, f_measure: 0.962, kappa: 0.9176, kb_relative_information_score: 0.8341, mean_absolute_error: 0.0523, mean_prior_absolute_error: 0.229, weighted_recall: 0.9612, number_of_instances: 1728, precision: 0.9644, predictive_accuracy: 0.9612, prior_entropy: 1.2058, relative_absolute_error: 0.2283, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1344, root_relative_squared_error: 0.3975, unweighted_recall: 0.9419,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9853, kb_relative_information_score: 0.3071, mean_absolute_error: 0.1828, mean_prior_absolute_error: 0.229, weighted_recall: 0.7002, number_of_instances: 1728, predictive_accuracy: 0.7002, prior_entropy: 1.2058, relative_absolute_error: 0.7983, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.2777, root_relative_squared_error: 0.8214, unweighted_recall: 0.25,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9956, f_measure: 0.9462, kappa: 0.8878, kb_relative_information_score: 0.726, mean_absolute_error: 0.085, mean_prior_absolute_error: 0.229, weighted_recall: 0.9479, number_of_instances: 1728, precision: 0.9511, predictive_accuracy: 0.9479, prior_entropy: 1.2058, relative_absolute_error: 0.3711, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1694, root_relative_squared_error: 0.5011, unweighted_recall: 0.8289,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9967, f_measure: 0.904, kappa: 0.8084, kb_relative_information_score: 0.5708, mean_absolute_error: 0.1285, mean_prior_absolute_error: 0.229, weighted_recall: 0.9172, number_of_instances: 1728, precision: 0.9212, predictive_accuracy: 0.9172, prior_entropy: 1.2058, relative_absolute_error: 0.5613, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.2123, root_relative_squared_error: 0.6279, unweighted_recall: 0.6551,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9966, f_measure: 0.9124, kappa: 0.824, kb_relative_information_score: 0.5785, mean_absolute_error: 0.1266, mean_prior_absolute_error: 0.229, weighted_recall: 0.9236, number_of_instances: 1728, precision: 0.9274, predictive_accuracy: 0.9236, prior_entropy: 1.2058, relative_absolute_error: 0.5531, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.2103, root_relative_squared_error: 0.6221, unweighted_recall: 0.6807,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9869, kappa: 0.6884, kb_relative_information_score: 0.4924, mean_absolute_error: 0.141, mean_prior_absolute_error: 0.229, weighted_recall: 0.8675, number_of_instances: 1728, predictive_accuracy: 0.8675, prior_entropy: 1.2058, relative_absolute_error: 0.6157, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.2327, root_relative_squared_error: 0.6882, unweighted_recall: 0.4685,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9978, f_measure: 0.9408, kappa: 0.8828, kb_relative_information_score: 0.624, mean_absolute_error: 0.115, mean_prior_absolute_error: 0.229, weighted_recall: 0.9473, number_of_instances: 1728, precision: 0.9521, predictive_accuracy: 0.9473, prior_entropy: 1.2058, relative_absolute_error: 0.5023, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1954, root_relative_squared_error: 0.5778, unweighted_recall: 0.7553,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9962, f_measure: 0.8883, kappa: 0.7834, kb_relative_information_score: 0.5515, mean_absolute_error: 0.1321, mean_prior_absolute_error: 0.229, weighted_recall: 0.9068, number_of_instances: 1728, precision: 0.9121, predictive_accuracy: 0.9068, prior_entropy: 1.2058, relative_absolute_error: 0.5768, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.2164, root_relative_squared_error: 0.6401, unweighted_recall: 0.6011,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.995, f_measure: 0.9076, kappa: 0.8284, kb_relative_information_score: 0.5963, mean_absolute_error: 0.1194, mean_prior_absolute_error: 0.229, weighted_recall: 0.923, number_of_instances: 1728, precision: 0.9329, predictive_accuracy: 0.923, prior_entropy: 1.2058, relative_absolute_error: 0.5216, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.205, root_relative_squared_error: 0.6062, unweighted_recall: 0.6435,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9967, f_measure: 0.9446, kappa: 0.8863, kb_relative_information_score: 0.6981, mean_absolute_error: 0.0936, mean_prior_absolute_error: 0.229, weighted_recall: 0.9473, number_of_instances: 1728, precision: 0.9515, predictive_accuracy: 0.9473, prior_entropy: 1.2058, relative_absolute_error: 0.4088, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1757, root_relative_squared_error: 0.5195, unweighted_recall: 0.81,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, f_measure: 0.9726, kappa: 0.9404, kb_relative_information_score: 0.8974, mean_absolute_error: 0.0325, mean_prior_absolute_error: 0.229, weighted_recall: 0.9722, number_of_instances: 1728, precision: 0.9738, predictive_accuracy: 0.9722, prior_entropy: 1.2058, relative_absolute_error: 0.1419, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1028, root_relative_squared_error: 0.3041, unweighted_recall: 0.9608,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9846, kb_relative_information_score: 0.2944, mean_absolute_error: 0.1848, mean_prior_absolute_error: 0.229, weighted_recall: 0.7002, number_of_instances: 1728, predictive_accuracy: 0.7002, prior_entropy: 1.2058, relative_absolute_error: 0.807, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.2803, root_relative_squared_error: 0.829, unweighted_recall: 0.25,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9959, f_measure: 0.961, kappa: 0.9153, kb_relative_information_score: 0.8361, mean_absolute_error: 0.0509, mean_prior_absolute_error: 0.229, weighted_recall: 0.9601, number_of_instances: 1728, precision: 0.9636, predictive_accuracy: 0.9601, prior_entropy: 1.2058, relative_absolute_error: 0.2223, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1359, root_relative_squared_error: 0.402, unweighted_recall: 0.9483,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9987, f_measure: 0.9647, kappa: 0.9238, kb_relative_information_score: 0.7636, mean_absolute_error: 0.0763, mean_prior_absolute_error: 0.229, weighted_recall: 0.9647, number_of_instances: 1728, precision: 0.9659, predictive_accuracy: 0.9647, prior_entropy: 1.2058, relative_absolute_error: 0.3331, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1512, root_relative_squared_error: 0.4472, unweighted_recall: 0.9065,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9992, f_measure: 0.9707, kappa: 0.9365, kb_relative_information_score: 0.8316, mean_absolute_error: 0.0557, mean_prior_absolute_error: 0.229, weighted_recall: 0.9705, number_of_instances: 1728, precision: 0.9719, predictive_accuracy: 0.9705, prior_entropy: 1.2058, relative_absolute_error: 0.2431, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.124, root_relative_squared_error: 0.3667, unweighted_recall: 0.9367,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.9693, kappa: 0.9332, kb_relative_information_score: 0.8811, mean_absolute_error: 0.038, mean_prior_absolute_error: 0.229, weighted_recall: 0.9688, number_of_instances: 1728, precision: 0.9708, predictive_accuracy: 0.9688, prior_entropy: 1.2058, relative_absolute_error: 0.1662, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1098, root_relative_squared_error: 0.3249, unweighted_recall: 0.9528,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, f_measure: 0.9715, kappa: 0.9378, kb_relative_information_score: 0.9089, mean_absolute_error: 0.0281, mean_prior_absolute_error: 0.229, weighted_recall: 0.9711, number_of_instances: 1728, precision: 0.9725, predictive_accuracy: 0.9711, prior_entropy: 1.2058, relative_absolute_error: 0.1229, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.0997, root_relative_squared_error: 0.2948, unweighted_recall: 0.9488,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9985, f_measure: 0.9642, kappa: 0.9223, kb_relative_information_score: 0.8306, mean_absolute_error: 0.055, mean_prior_absolute_error: 0.229, weighted_recall: 0.9635, number_of_instances: 1728, precision: 0.9662, predictive_accuracy: 0.9635, prior_entropy: 1.2058, relative_absolute_error: 0.2401, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1288, root_relative_squared_error: 0.3809, unweighted_recall: 0.94,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9988, f_measure: 0.9688, kappa: 0.9325, kb_relative_information_score: 0.7909, mean_absolute_error: 0.0678, mean_prior_absolute_error: 0.229, weighted_recall: 0.9688, number_of_instances: 1728, precision: 0.9701, predictive_accuracy: 0.9688, prior_entropy: 1.2058, relative_absolute_error: 0.2962, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1416, root_relative_squared_error: 0.4187, unweighted_recall: 0.9222,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9971, f_measure: 0.9348, kappa: 0.8694, kb_relative_information_score: 0.6201, mean_absolute_error: 0.1163, mean_prior_absolute_error: 0.229, weighted_recall: 0.9421, number_of_instances: 1728, precision: 0.9458, predictive_accuracy: 0.9421, prior_entropy: 1.2058, relative_absolute_error: 0.5081, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1991, root_relative_squared_error: 0.5888, unweighted_recall: 0.7401,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, f_measure: 0.9771, kappa: 0.9501, kb_relative_information_score: 0.9222, mean_absolute_error: 0.0237, mean_prior_absolute_error: 0.229, weighted_recall: 0.9769, number_of_instances: 1728, precision: 0.9779, predictive_accuracy: 0.9769, prior_entropy: 1.2058, relative_absolute_error: 0.1036, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.0946, root_relative_squared_error: 0.2797, unweighted_recall: 0.9659,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9973, f_measure: 0.9385, kappa: 0.8759, kb_relative_information_score: 0.6193, mean_absolute_error: 0.1167, mean_prior_absolute_error: 0.229, weighted_recall: 0.945, number_of_instances: 1728, precision: 0.9469, predictive_accuracy: 0.945, prior_entropy: 1.2058, relative_absolute_error: 0.5096, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1992, root_relative_squared_error: 0.5892, unweighted_recall: 0.7548,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9928, f_measure: 0.9507, kappa: 0.8936, kb_relative_information_score: 0.79, mean_absolute_error: 0.0644, mean_prior_absolute_error: 0.229, weighted_recall: 0.9497, number_of_instances: 1728, precision: 0.9544, predictive_accuracy: 0.9497, prior_entropy: 1.2058, relative_absolute_error: 0.2813, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1555, root_relative_squared_error: 0.4599, unweighted_recall: 0.9102,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9846, kb_relative_information_score: 0.2944, mean_absolute_error: 0.1848, mean_prior_absolute_error: 0.229, weighted_recall: 0.7002, number_of_instances: 1728, predictive_accuracy: 0.7002, prior_entropy: 1.2058, relative_absolute_error: 0.807, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.2803, root_relative_squared_error: 0.829, unweighted_recall: 0.25,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9987, f_measure: 0.9742, kappa: 0.9438, kb_relative_information_score: 0.925, mean_absolute_error: 0.0224, mean_prior_absolute_error: 0.229, weighted_recall: 0.974, number_of_instances: 1728, precision: 0.9749, predictive_accuracy: 0.974, prior_entropy: 1.2058, relative_absolute_error: 0.0977, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.0973, root_relative_squared_error: 0.2879, unweighted_recall: 0.9542,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9936, f_measure: 0.9422, kappa: 0.8771, kb_relative_information_score: 0.7835, mean_absolute_error: 0.066, mean_prior_absolute_error: 0.229, weighted_recall: 0.9444, number_of_instances: 1728, precision: 0.9433, predictive_accuracy: 0.9444, prior_entropy: 1.2058, relative_absolute_error: 0.2884, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.156, root_relative_squared_error: 0.4613, unweighted_recall: 0.8061,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.9579, kappa: 0.9115, kb_relative_information_score: 0.7076, mean_absolute_error: 0.0919, mean_prior_absolute_error: 0.229, weighted_recall: 0.9595, number_of_instances: 1728, precision: 0.9616, predictive_accuracy: 0.9595, prior_entropy: 1.2058, relative_absolute_error: 0.4014, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1701, root_relative_squared_error: 0.5032, unweighted_recall: 0.8493,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9981, f_measure: 0.9604, kappa: 0.9172, kb_relative_information_score: 0.6657, mean_absolute_error: 0.1041, mean_prior_absolute_error: 0.229, weighted_recall: 0.9624, number_of_instances: 1728, precision: 0.9637, predictive_accuracy: 0.9624, prior_entropy: 1.2058, relative_absolute_error: 0.4547, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1827, root_relative_squared_error: 0.5404, unweighted_recall: 0.8389,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9984, f_measure: 0.9622, kappa: 0.9186, kb_relative_information_score: 0.7492, mean_absolute_error: 0.0803, mean_prior_absolute_error: 0.229, weighted_recall: 0.9624, number_of_instances: 1728, precision: 0.9637, predictive_accuracy: 0.9624, prior_entropy: 1.2058, relative_absolute_error: 0.3507, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.156, root_relative_squared_error: 0.4614, unweighted_recall: 0.8879,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8294, f_measure: 0.8475, kappa: 0.6583, kb_relative_information_score: 0.5312, mean_absolute_error: 0.1344, mean_prior_absolute_error: 0.229, weighted_recall: 0.8536, number_of_instances: 1728, precision: 0.848, predictive_accuracy: 0.8536, prior_entropy: 1.2058, relative_absolute_error: 0.5868, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.2488, root_relative_squared_error: 0.7358, unweighted_recall: 0.749,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.936, f_measure: 0.846, kappa: 0.657, kb_relative_information_score: 0.5897, mean_absolute_error: 0.1124, mean_prior_absolute_error: 0.229, weighted_recall: 0.8513, number_of_instances: 1728, precision: 0.8452, predictive_accuracy: 0.8513, prior_entropy: 1.2058, relative_absolute_error: 0.4908, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.2338, root_relative_squared_error: 0.6914, unweighted_recall: 0.7459,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8294, f_measure: 0.8475, kappa: 0.6583, kb_relative_information_score: 0.5312, mean_absolute_error: 0.1344, mean_prior_absolute_error: 0.229, weighted_recall: 0.8536, number_of_instances: 1728, precision: 0.848, predictive_accuracy: 0.8536, prior_entropy: 1.2058, relative_absolute_error: 0.5868, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.2488, root_relative_squared_error: 0.7358, unweighted_recall: 0.749,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.936, f_measure: 0.8461, kappa: 0.6571, kb_relative_information_score: 0.5897, mean_absolute_error: 0.1126, mean_prior_absolute_error: 0.229, weighted_recall: 0.8513, number_of_instances: 1728, precision: 0.8453, predictive_accuracy: 0.8513, prior_entropy: 1.2058, relative_absolute_error: 0.4915, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.2339, root_relative_squared_error: 0.6916, unweighted_recall: 0.7456,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9988, kappa: 0.9975, kb_relative_information_score: 0.996, mean_absolute_error: 0.0013, mean_prior_absolute_error: 0.229, weighted_recall: 0.9988, number_of_instances: 1728, precision: 0.9988, predictive_accuracy: 0.9988, prior_entropy: 1.2058, relative_absolute_error: 0.0058, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.0196, root_relative_squared_error: 0.058, unweighted_recall: 0.9962,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9977, kappa: 0.9949, kb_relative_information_score: 0.9918, mean_absolute_error: 0.0026, mean_prior_absolute_error: 0.229, weighted_recall: 0.9977, number_of_instances: 1728, precision: 0.9977, predictive_accuracy: 0.9977, prior_entropy: 1.2058, relative_absolute_error: 0.0113, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.029, root_relative_squared_error: 0.0857, unweighted_recall: 0.9921,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9994, kappa: 0.9987, kb_relative_information_score: 0.9959, mean_absolute_error: 0.0015, mean_prior_absolute_error: 0.229, weighted_recall: 0.9994, number_of_instances: 1728, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 1.2058, relative_absolute_error: 0.0064, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.0178, root_relative_squared_error: 0.0526, unweighted_recall: 0.9998,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 0.9982, mean_absolute_error: 0.0006, mean_prior_absolute_error: 0.229, weighted_recall: 1, number_of_instances: 1728, precision: 1, predictive_accuracy: 1, prior_entropy: 1.2058, relative_absolute_error: 0.0028, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.0121, root_relative_squared_error: 0.0358, unweighted_recall: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 0.9982, mean_absolute_error: 0.0006, mean_prior_absolute_error: 0.229, weighted_recall: 1, number_of_instances: 1728, precision: 1, predictive_accuracy: 1, prior_entropy: 1.2058, relative_absolute_error: 0.0028, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.0121, root_relative_squared_error: 0.0358, unweighted_recall: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9983, kappa: 0.9962, kb_relative_information_score: 0.9882, mean_absolute_error: 0.0041, mean_prior_absolute_error: 0.229, weighted_recall: 0.9983, number_of_instances: 1728, precision: 0.9983, predictive_accuracy: 0.9983, prior_entropy: 1.2058, relative_absolute_error: 0.0178, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.0293, root_relative_squared_error: 0.0868, unweighted_recall: 0.996,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9983, kappa: 0.9962, kb_relative_information_score: 0.9921, mean_absolute_error: 0.0027, mean_prior_absolute_error: 0.229, weighted_recall: 0.9983, number_of_instances: 1728, precision: 0.9983, predictive_accuracy: 0.9983, prior_entropy: 1.2058, relative_absolute_error: 0.0116, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.0256, root_relative_squared_error: 0.0758, unweighted_recall: 0.9923,

Metric:

Timeline

Plotting contribution timeline

Leaderboard

Rank Name Top Score Entries Highest rank

Note: The leaderboard ignores resubmissions of previous solutions, as well as parameter variations that do not improve performance.

Challenge

In supervised classification, you are given an input dataset in which instances are labeled with a certain class. The goal is to build a model that predicts the class for future unlabeled instances. The model is evaluated using a train-test procedure, e.g. cross-validation.

To make results by different users comparable, you are given the exact train-test folds to be used, and you need to return at least the predictions generated by your model for each of the test instances. OpenML will use these predictions to calculate a range of evaluation measures on the server.

You can also upload your own evaluation measures, provided that the code for doing so is available from the implementation used. For extremely large datasets, it may be infeasible to upload all predictions. In those cases, you need to compute and provide the evaluations yourself.

Optionally, you can upload the model trained on all the input data. There is no restriction on the file format, but please use a well-known format or PMML.

Given inputs

Expected outputs

evaluations A list of user-defined evaluations of the task as key-value pairs. KeyValue (optional)
model A file containing the model built on all the input data. File (optional)
predictions The desired output format Predictions (optional)

How to submit runs

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Use one of our APIs to download data from OpenML and upload your results

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