Task
Supervised Classification on splice

Supervised Classification on splice

Task 45 Supervised Classification splice 19584 runs submitted
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  • at2 basic OpenML-CC18 OpenML100 study_1 study_107 study_123 study_14 study_50 study_7 study_70 study_98 study_99 under100k under1m
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19584 Runs

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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9937, f_measure: 0.959, kappa: 0.9335, kb_relative_information_score: 0.9119, mean_absolute_error: 0.0446, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9589, number_of_instances: 3190, precision: 0.9593, predictive_accuracy: 0.9589, prior_entropy: 1.4802, relative_absolute_error: 0.1088, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1462, root_relative_squared_error: 0.3228, unweighted_recall: 0.9575,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9937, f_measure: 0.959, kappa: 0.9335, kb_relative_information_score: 0.9119, mean_absolute_error: 0.0446, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9589, number_of_instances: 3190, precision: 0.9593, predictive_accuracy: 0.9589, prior_entropy: 1.4802, relative_absolute_error: 0.1088, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1462, root_relative_squared_error: 0.3228, unweighted_recall: 0.9575,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9829, f_measure: 0.9074, kappa: 0.8502, kb_relative_information_score: 0.6755, mean_absolute_error: 0.1677, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9066, number_of_instances: 3190, precision: 0.9175, predictive_accuracy: 0.9066, prior_entropy: 1.4802, relative_absolute_error: 0.4091, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.2557, root_relative_squared_error: 0.5648, unweighted_recall: 0.8976,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.994, f_measure: 0.9612, kappa: 0.9369, kb_relative_information_score: 0.9159, mean_absolute_error: 0.0423, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9611, number_of_instances: 3190, precision: 0.9612, predictive_accuracy: 0.9611, prior_entropy: 1.4802, relative_absolute_error: 0.1031, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1416, root_relative_squared_error: 0.3126, unweighted_recall: 0.959,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.994, f_measure: 0.9612, kappa: 0.9369, kb_relative_information_score: 0.9159, mean_absolute_error: 0.0423, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9611, number_of_instances: 3190, precision: 0.9612, predictive_accuracy: 0.9611, prior_entropy: 1.4802, relative_absolute_error: 0.1031, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1416, root_relative_squared_error: 0.3126, unweighted_recall: 0.959,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9939, f_measure: 0.9612, kappa: 0.937, kb_relative_information_score: 0.9133, mean_absolute_error: 0.0438, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9611, number_of_instances: 3190, precision: 0.9614, predictive_accuracy: 0.9611, prior_entropy: 1.4802, relative_absolute_error: 0.1069, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.144, root_relative_squared_error: 0.318, unweighted_recall: 0.9594,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9826, f_measure: 0.909, kappa: 0.8517, kb_relative_information_score: 0.6738, mean_absolute_error: 0.1686, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9075, number_of_instances: 3190, precision: 0.9125, predictive_accuracy: 0.9075, prior_entropy: 1.4802, relative_absolute_error: 0.4111, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.2565, root_relative_squared_error: 0.5665, unweighted_recall: 0.8996,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9826, f_measure: 0.909, kappa: 0.8517, kb_relative_information_score: 0.6738, mean_absolute_error: 0.1686, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9075, number_of_instances: 3190, precision: 0.9125, predictive_accuracy: 0.9075, prior_entropy: 1.4802, relative_absolute_error: 0.4111, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.2565, root_relative_squared_error: 0.5665, unweighted_recall: 0.8996,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9937, f_measure: 0.9668, kappa: 0.9461, kb_relative_information_score: 0.9206, mean_absolute_error: 0.0402, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9668, number_of_instances: 3190, precision: 0.9669, predictive_accuracy: 0.9668, prior_entropy: 1.4802, relative_absolute_error: 0.0981, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1374, root_relative_squared_error: 0.3035, unweighted_recall: 0.9644,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6749, f_measure: 0.5625, kappa: 0.2765, kb_relative_information_score: 0.2065, mean_absolute_error: 0.338, mean_prior_absolute_error: 0.4101, weighted_recall: 0.6295, number_of_instances: 3190, precision: 0.7825, predictive_accuracy: 0.6295, prior_entropy: 1.4802, relative_absolute_error: 0.8243, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.4123, root_relative_squared_error: 0.9106, unweighted_recall: 0.4869,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9943, f_measure: 0.9681, kappa: 0.9481, kb_relative_information_score: 0.9255, mean_absolute_error: 0.0376, mean_prior_absolute_error: 0.4101, weighted_recall: 0.968, number_of_instances: 3190, precision: 0.9681, predictive_accuracy: 0.968, prior_entropy: 1.4802, relative_absolute_error: 0.0917, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1335, root_relative_squared_error: 0.2948, unweighted_recall: 0.966,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9947, f_measure: 0.969, kappa: 0.9496, kb_relative_information_score: 0.9311, mean_absolute_error: 0.0347, mean_prior_absolute_error: 0.4101, weighted_recall: 0.969, number_of_instances: 3190, precision: 0.969, predictive_accuracy: 0.969, prior_entropy: 1.4802, relative_absolute_error: 0.0846, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1291, root_relative_squared_error: 0.2852, unweighted_recall: 0.9661,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9947, f_measure: 0.969, kappa: 0.9496, kb_relative_information_score: 0.9311, mean_absolute_error: 0.0347, mean_prior_absolute_error: 0.4101, weighted_recall: 0.969, number_of_instances: 3190, precision: 0.969, predictive_accuracy: 0.969, prior_entropy: 1.4802, relative_absolute_error: 0.0846, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1291, root_relative_squared_error: 0.2852, unweighted_recall: 0.9661,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.993, f_measure: 0.9637, kappa: 0.941, kb_relative_information_score: 0.914, mean_absolute_error: 0.0436, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9636, number_of_instances: 3190, precision: 0.9638, predictive_accuracy: 0.9636, prior_entropy: 1.4802, relative_absolute_error: 0.1063, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1426, root_relative_squared_error: 0.315, unweighted_recall: 0.9615,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9829, f_measure: 0.9246, kappa: 0.8776, kb_relative_information_score: 0.8516, mean_absolute_error: 0.0718, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9245, number_of_instances: 3190, precision: 0.9249, predictive_accuracy: 0.9245, prior_entropy: 1.4802, relative_absolute_error: 0.1752, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1983, root_relative_squared_error: 0.438, unweighted_recall: 0.9193,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9837, f_measure: 0.8951, kappa: 0.8301, kb_relative_information_score: 0.683, mean_absolute_error: 0.1642, mean_prior_absolute_error: 0.4101, weighted_recall: 0.894, number_of_instances: 3190, precision: 0.9095, predictive_accuracy: 0.894, prior_entropy: 1.4802, relative_absolute_error: 0.4003, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.2528, root_relative_squared_error: 0.5583, unweighted_recall: 0.8806,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9876, f_measure: 0.9384, kappa: 0.8999, kb_relative_information_score: 0.8683, mean_absolute_error: 0.066, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9382, number_of_instances: 3190, precision: 0.9386, predictive_accuracy: 0.9382, prior_entropy: 1.4802, relative_absolute_error: 0.1609, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1775, root_relative_squared_error: 0.3921, unweighted_recall: 0.9335,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.985, f_measure: 0.9315, kappa: 0.8889, kb_relative_information_score: 0.8538, mean_absolute_error: 0.0724, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9313, number_of_instances: 3190, precision: 0.9319, predictive_accuracy: 0.9313, prior_entropy: 1.4802, relative_absolute_error: 0.1764, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1901, root_relative_squared_error: 0.4198, unweighted_recall: 0.927,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9837, f_measure: 0.8951, kappa: 0.8301, kb_relative_information_score: 0.683, mean_absolute_error: 0.1642, mean_prior_absolute_error: 0.4101, weighted_recall: 0.894, number_of_instances: 3190, precision: 0.9095, predictive_accuracy: 0.894, prior_entropy: 1.4802, relative_absolute_error: 0.4003, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.2528, root_relative_squared_error: 0.5583, unweighted_recall: 0.8806,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9933, f_measure: 0.9532, kappa: 0.9241, kb_relative_information_score: 0.9046, mean_absolute_error: 0.0481, mean_prior_absolute_error: 0.4101, weighted_recall: 0.953, number_of_instances: 3190, precision: 0.9539, predictive_accuracy: 0.953, prior_entropy: 1.4802, relative_absolute_error: 0.1174, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1552, root_relative_squared_error: 0.3427, unweighted_recall: 0.954,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9937, f_measure: 0.9585, kappa: 0.9327, kb_relative_information_score: 0.9127, mean_absolute_error: 0.0441, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9583, number_of_instances: 3190, precision: 0.959, predictive_accuracy: 0.9583, prior_entropy: 1.4802, relative_absolute_error: 0.1076, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1477, root_relative_squared_error: 0.3261, unweighted_recall: 0.9597,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9797, f_measure: 0.7378, kappa: 0.556, kb_relative_information_score: 0.62, mean_absolute_error: 0.1612, mean_prior_absolute_error: 0.4101, weighted_recall: 0.7567, number_of_instances: 3190, precision: 0.8324, predictive_accuracy: 0.7567, prior_entropy: 1.4802, relative_absolute_error: 0.393, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.3125, root_relative_squared_error: 0.6902, unweighted_recall: 0.6635,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9921, f_measure: 0.9562, kappa: 0.9288, kb_relative_information_score: 0.9046, mean_absolute_error: 0.0482, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9561, number_of_instances: 3190, precision: 0.9564, predictive_accuracy: 0.9561, prior_entropy: 1.4802, relative_absolute_error: 0.1175, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1498, root_relative_squared_error: 0.3308, unweighted_recall: 0.9529,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9849, f_measure: 0.8974, kappa: 0.8336, kb_relative_information_score: 0.7008, mean_absolute_error: 0.1557, mean_prior_absolute_error: 0.4101, weighted_recall: 0.8962, number_of_instances: 3190, precision: 0.9113, predictive_accuracy: 0.8962, prior_entropy: 1.4802, relative_absolute_error: 0.3798, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.2451, root_relative_squared_error: 0.5413, unweighted_recall: 0.8837,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.989, f_measure: 0.9409, kappa: 0.9039, kb_relative_information_score: 0.8751, mean_absolute_error: 0.0627, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9408, number_of_instances: 3190, precision: 0.941, predictive_accuracy: 0.9408, prior_entropy: 1.4802, relative_absolute_error: 0.1529, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1717, root_relative_squared_error: 0.3792, unweighted_recall: 0.9356,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.989, f_measure: 0.9446, kappa: 0.91, kb_relative_information_score: 0.8787, mean_absolute_error: 0.061, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9445, number_of_instances: 3190, precision: 0.9448, predictive_accuracy: 0.9445, prior_entropy: 1.4802, relative_absolute_error: 0.1488, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1697, root_relative_squared_error: 0.3748, unweighted_recall: 0.9394,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6052, f_measure: 0.5275, kappa: 0.2259, kb_relative_information_score: 0.1592, mean_absolute_error: 0.3541, mean_prior_absolute_error: 0.4101, weighted_recall: 0.6082, number_of_instances: 3190, precision: 0.7752, predictive_accuracy: 0.6082, prior_entropy: 1.4802, relative_absolute_error: 0.8635, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.4208, root_relative_squared_error: 0.9293, unweighted_recall: 0.4573,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9927, f_measure: 0.9609, kappa: 0.9365, kb_relative_information_score: 0.9111, mean_absolute_error: 0.045, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9608, number_of_instances: 3190, precision: 0.961, predictive_accuracy: 0.9608, prior_entropy: 1.4802, relative_absolute_error: 0.1098, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1449, root_relative_squared_error: 0.3199, unweighted_recall: 0.9583,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9833, f_measure: 0.907, kappa: 0.8496, kb_relative_information_score: 0.6776, mean_absolute_error: 0.1667, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9063, number_of_instances: 3190, precision: 0.9173, predictive_accuracy: 0.9063, prior_entropy: 1.4802, relative_absolute_error: 0.4065, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.2546, root_relative_squared_error: 0.5624, unweighted_recall: 0.897,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9833, f_measure: 0.907, kappa: 0.8496, kb_relative_information_score: 0.6776, mean_absolute_error: 0.1667, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9063, number_of_instances: 3190, precision: 0.9173, predictive_accuracy: 0.9063, prior_entropy: 1.4802, relative_absolute_error: 0.4065, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.2546, root_relative_squared_error: 0.5624, unweighted_recall: 0.897,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9841, f_measure: 0.9309, kappa: 0.8878, kb_relative_information_score: 0.852, mean_absolute_error: 0.0727, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9307, number_of_instances: 3190, precision: 0.9312, predictive_accuracy: 0.9307, prior_entropy: 1.4802, relative_absolute_error: 0.1773, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1934, root_relative_squared_error: 0.4271, unweighted_recall: 0.9259,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9872, f_measure: 0.8029, kappa: 0.6663, kb_relative_information_score: 0.6955, mean_absolute_error: 0.1332, mean_prior_absolute_error: 0.4101, weighted_recall: 0.8119, number_of_instances: 3190, precision: 0.859, predictive_accuracy: 0.8119, prior_entropy: 1.4802, relative_absolute_error: 0.3248, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.2762, root_relative_squared_error: 0.6101, unweighted_recall: 0.7401,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9949, f_measure: 0.9615, kappa: 0.9375, kb_relative_information_score: 0.9225, mean_absolute_error: 0.0389, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9614, number_of_instances: 3190, precision: 0.9617, predictive_accuracy: 0.9614, prior_entropy: 1.4802, relative_absolute_error: 0.0949, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.138, root_relative_squared_error: 0.3048, unweighted_recall: 0.9601,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7178, f_measure: 0.6059, kappa: 0.3417, kb_relative_information_score: 0.2666, mean_absolute_error: 0.3158, mean_prior_absolute_error: 0.4101, weighted_recall: 0.6577, number_of_instances: 3190, precision: 0.7927, predictive_accuracy: 0.6577, prior_entropy: 1.4802, relative_absolute_error: 0.77, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.3999, root_relative_squared_error: 0.8833, unweighted_recall: 0.526,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9849, f_measure: 0.9325, kappa: 0.8904, kb_relative_information_score: 0.8545, mean_absolute_error: 0.0719, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9323, number_of_instances: 3190, precision: 0.9329, predictive_accuracy: 0.9323, prior_entropy: 1.4802, relative_absolute_error: 0.1754, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1902, root_relative_squared_error: 0.42, unweighted_recall: 0.9281,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8077, f_measure: 0.639, kappa: 0.3931, kb_relative_information_score: 0.3418, mean_absolute_error: 0.285, mean_prior_absolute_error: 0.4101, weighted_recall: 0.6806, number_of_instances: 3190, precision: 0.8014, predictive_accuracy: 0.6806, prior_entropy: 1.4802, relative_absolute_error: 0.6949, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.3878, root_relative_squared_error: 0.8565, unweighted_recall: 0.5577,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9937, f_measure: 0.9538, kappa: 0.9245, kb_relative_information_score: 0.8986, mean_absolute_error: 0.0504, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9539, number_of_instances: 3190, precision: 0.9541, predictive_accuracy: 0.9539, prior_entropy: 1.4802, relative_absolute_error: 0.1228, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1504, root_relative_squared_error: 0.3322, unweighted_recall: 0.9445,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7387, f_measure: 0.6274, kappa: 0.375, kb_relative_information_score: 0.2965, mean_absolute_error: 0.3043, mean_prior_absolute_error: 0.4101, weighted_recall: 0.6724, number_of_instances: 3190, precision: 0.7983, predictive_accuracy: 0.6724, prior_entropy: 1.4802, relative_absolute_error: 0.7421, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.3937, root_relative_squared_error: 0.8696, unweighted_recall: 0.5464,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9938, f_measure: 0.9599, kappa: 0.935, kb_relative_information_score: 0.9121, mean_absolute_error: 0.0446, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9599, number_of_instances: 3190, precision: 0.9601, predictive_accuracy: 0.9599, prior_entropy: 1.4802, relative_absolute_error: 0.1087, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1449, root_relative_squared_error: 0.3201, unweighted_recall: 0.9577,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6921, f_measure: 0.5748, kappa: 0.2948, kb_relative_information_score: 0.2206, mean_absolute_error: 0.3327, mean_prior_absolute_error: 0.4101, weighted_recall: 0.6373, number_of_instances: 3190, precision: 0.7853, predictive_accuracy: 0.6373, prior_entropy: 1.4802, relative_absolute_error: 0.8114, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.4093, root_relative_squared_error: 0.9039, unweighted_recall: 0.4977,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.992, f_measure: 0.9584, kappa: 0.9324, kb_relative_information_score: 0.9043, mean_absolute_error: 0.0487, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9583, number_of_instances: 3190, precision: 0.9585, predictive_accuracy: 0.9583, prior_entropy: 1.4802, relative_absolute_error: 0.1188, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.15, root_relative_squared_error: 0.3312, unweighted_recall: 0.9553,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.985, f_measure: 0.9302, kappa: 0.8867, kb_relative_information_score: 0.8552, mean_absolute_error: 0.0714, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9301, number_of_instances: 3190, precision: 0.9305, predictive_accuracy: 0.9301, prior_entropy: 1.4802, relative_absolute_error: 0.1741, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1901, root_relative_squared_error: 0.4199, unweighted_recall: 0.9248,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9797, f_measure: 0.7378, kappa: 0.556, kb_relative_information_score: 0.62, mean_absolute_error: 0.1612, mean_prior_absolute_error: 0.4101, weighted_recall: 0.7567, number_of_instances: 3190, precision: 0.8324, predictive_accuracy: 0.7567, prior_entropy: 1.4802, relative_absolute_error: 0.393, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.3125, root_relative_squared_error: 0.6902, unweighted_recall: 0.6635,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9908, f_measure: 0.9522, kappa: 0.9223, kb_relative_information_score: 0.8911, mean_absolute_error: 0.055, mean_prior_absolute_error: 0.4101, weighted_recall: 0.952, number_of_instances: 3190, precision: 0.9525, predictive_accuracy: 0.952, prior_entropy: 1.4802, relative_absolute_error: 0.1341, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.16, root_relative_squared_error: 0.3534, unweighted_recall: 0.9492,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9883, f_measure: 0.9393, kappa: 0.9013, kb_relative_information_score: 0.8681, mean_absolute_error: 0.0661, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9392, number_of_instances: 3190, precision: 0.9395, predictive_accuracy: 0.9392, prior_entropy: 1.4802, relative_absolute_error: 0.1612, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1765, root_relative_squared_error: 0.3897, unweighted_recall: 0.9334,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9844, f_measure: 0.9322, kappa: 0.8899, kb_relative_information_score: 0.853, mean_absolute_error: 0.0724, mean_prior_absolute_error: 0.4101, weighted_recall: 0.932, number_of_instances: 3190, precision: 0.9326, predictive_accuracy: 0.932, prior_entropy: 1.4802, relative_absolute_error: 0.1766, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1922, root_relative_squared_error: 0.4244, unweighted_recall: 0.9277,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9947, f_measure: 0.9681, kappa: 0.9481, kb_relative_information_score: 0.9244, mean_absolute_error: 0.0383, mean_prior_absolute_error: 0.4101, weighted_recall: 0.968, number_of_instances: 3190, precision: 0.9681, predictive_accuracy: 0.968, prior_entropy: 1.4802, relative_absolute_error: 0.0935, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1328, root_relative_squared_error: 0.2934, unweighted_recall: 0.9662,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9913, f_measure: 0.9556, kappa: 0.9278, kb_relative_information_score: 0.896, mean_absolute_error: 0.0527, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9555, number_of_instances: 3190, precision: 0.9558, predictive_accuracy: 0.9555, prior_entropy: 1.4802, relative_absolute_error: 0.1285, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.156, root_relative_squared_error: 0.3446, unweighted_recall: 0.9525,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7245, f_measure: 0.6165, kappa: 0.358, kb_relative_information_score: 0.2814, mean_absolute_error: 0.3102, mean_prior_absolute_error: 0.4101, weighted_recall: 0.6649, number_of_instances: 3190, precision: 0.7954, predictive_accuracy: 0.6649, prior_entropy: 1.4802, relative_absolute_error: 0.7564, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.3968, root_relative_squared_error: 0.8763, unweighted_recall: 0.536,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9936, f_measure: 0.9656, kappa: 0.9441, kb_relative_information_score: 0.9198, mean_absolute_error: 0.0407, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9655, number_of_instances: 3190, precision: 0.9657, predictive_accuracy: 0.9655, prior_entropy: 1.4802, relative_absolute_error: 0.0994, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.138, root_relative_squared_error: 0.3047, unweighted_recall: 0.9632,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9937, f_measure: 0.9668, kappa: 0.9461, kb_relative_information_score: 0.9204, mean_absolute_error: 0.0403, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9668, number_of_instances: 3190, precision: 0.9669, predictive_accuracy: 0.9668, prior_entropy: 1.4802, relative_absolute_error: 0.0984, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1376, root_relative_squared_error: 0.3038, unweighted_recall: 0.9644,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9929, f_measure: 0.9621, kappa: 0.9385, kb_relative_information_score: 0.913, mean_absolute_error: 0.0441, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9621, number_of_instances: 3190, precision: 0.9622, predictive_accuracy: 0.9621, prior_entropy: 1.4802, relative_absolute_error: 0.1075, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1435, root_relative_squared_error: 0.3168, unweighted_recall: 0.9596,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9947, f_measure: 0.9687, kappa: 0.9491, kb_relative_information_score: 0.93, mean_absolute_error: 0.0351, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9687, number_of_instances: 3190, precision: 0.9687, predictive_accuracy: 0.9687, prior_entropy: 1.4802, relative_absolute_error: 0.0857, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1297, root_relative_squared_error: 0.2865, unweighted_recall: 0.9659,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9917, f_measure: 0.936, kappa: 0.8968, kb_relative_information_score: 0.876, mean_absolute_error: 0.0629, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9354, number_of_instances: 3190, precision: 0.9393, predictive_accuracy: 0.9354, prior_entropy: 1.4802, relative_absolute_error: 0.1534, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1808, root_relative_squared_error: 0.3993, unweighted_recall: 0.9431,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9811, f_measure: 0.8796, kappa: 0.8052, kb_relative_information_score: 0.6943, mean_absolute_error: 0.1588, mean_prior_absolute_error: 0.4101, weighted_recall: 0.8771, number_of_instances: 3190, precision: 0.8964, predictive_accuracy: 0.8771, prior_entropy: 1.4802, relative_absolute_error: 0.3871, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.257, root_relative_squared_error: 0.5676, unweighted_recall: 0.8758,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9873, f_measure: 0.9374, kappa: 0.8984, kb_relative_information_score: 0.8624, mean_absolute_error: 0.069, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9373, number_of_instances: 3190, precision: 0.9376, predictive_accuracy: 0.9373, prior_entropy: 1.4802, relative_absolute_error: 0.1682, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1802, root_relative_squared_error: 0.398, unweighted_recall: 0.932,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7062, f_measure: 0.5893, kappa: 0.3166, kb_relative_information_score: 0.244, mean_absolute_error: 0.3242, mean_prior_absolute_error: 0.4101, weighted_recall: 0.6467, number_of_instances: 3190, precision: 0.7887, predictive_accuracy: 0.6467, prior_entropy: 1.4802, relative_absolute_error: 0.7906, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.4047, root_relative_squared_error: 0.8939, unweighted_recall: 0.5108,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9943, f_measure: 0.9628, kappa: 0.9395, kb_relative_information_score: 0.9182, mean_absolute_error: 0.0413, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9627, number_of_instances: 3190, precision: 0.9629, predictive_accuracy: 0.9627, prior_entropy: 1.4802, relative_absolute_error: 0.1007, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1401, root_relative_squared_error: 0.3095, unweighted_recall: 0.9604,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9926, f_measure: 0.9599, kappa: 0.9349, kb_relative_information_score: 0.9086, mean_absolute_error: 0.0468, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9599, number_of_instances: 3190, precision: 0.9601, predictive_accuracy: 0.9599, prior_entropy: 1.4802, relative_absolute_error: 0.114, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1465, root_relative_squared_error: 0.3236, unweighted_recall: 0.9568,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9926, f_measure: 0.9599, kappa: 0.9349, kb_relative_information_score: 0.9086, mean_absolute_error: 0.0468, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9599, number_of_instances: 3190, precision: 0.9601, predictive_accuracy: 0.9599, prior_entropy: 1.4802, relative_absolute_error: 0.114, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1465, root_relative_squared_error: 0.3236, unweighted_recall: 0.9568,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9936, f_measure: 0.9659, kappa: 0.9446, kb_relative_information_score: 0.9192, mean_absolute_error: 0.041, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9658, number_of_instances: 3190, precision: 0.966, predictive_accuracy: 0.9658, prior_entropy: 1.4802, relative_absolute_error: 0.0999, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1384, root_relative_squared_error: 0.3058, unweighted_recall: 0.9634,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9936, f_measure: 0.9615, kappa: 0.9375, kb_relative_information_score: 0.916, mean_absolute_error: 0.0424, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9614, number_of_instances: 3190, precision: 0.9616, predictive_accuracy: 0.9614, prior_entropy: 1.4802, relative_absolute_error: 0.1034, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1417, root_relative_squared_error: 0.3129, unweighted_recall: 0.9587,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9914, f_measure: 0.9559, kappa: 0.9283, kb_relative_information_score: 0.897, mean_absolute_error: 0.0522, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9558, number_of_instances: 3190, precision: 0.9561, predictive_accuracy: 0.9558, prior_entropy: 1.4802, relative_absolute_error: 0.1274, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1553, root_relative_squared_error: 0.3429, unweighted_recall: 0.9525,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9884, f_measure: 0.9402, kappa: 0.9029, kb_relative_information_score: 0.869, mean_absolute_error: 0.0656, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9401, number_of_instances: 3190, precision: 0.9404, predictive_accuracy: 0.9401, prior_entropy: 1.4802, relative_absolute_error: 0.16, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1758, root_relative_squared_error: 0.3883, unweighted_recall: 0.9343,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9946, f_measure: 0.9674, kappa: 0.9471, kb_relative_information_score: 0.9277, mean_absolute_error: 0.0364, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9674, number_of_instances: 3190, precision: 0.9675, predictive_accuracy: 0.9674, prior_entropy: 1.4802, relative_absolute_error: 0.0889, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.132, root_relative_squared_error: 0.2916, unweighted_recall: 0.9655,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9829, f_measure: 0.9246, kappa: 0.8776, kb_relative_information_score: 0.8516, mean_absolute_error: 0.0718, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9245, number_of_instances: 3190, precision: 0.9249, predictive_accuracy: 0.9245, prior_entropy: 1.4802, relative_absolute_error: 0.1752, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1983, root_relative_squared_error: 0.438, unweighted_recall: 0.9193,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6057, f_measure: 0.5275, kappa: 0.2259, kb_relative_information_score: 0.1592, mean_absolute_error: 0.3541, mean_prior_absolute_error: 0.4101, weighted_recall: 0.6082, number_of_instances: 3190, precision: 0.7752, predictive_accuracy: 0.6082, prior_entropy: 1.4802, relative_absolute_error: 0.8635, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.4208, root_relative_squared_error: 0.9293, unweighted_recall: 0.4573,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9489, f_measure: 0.6599, kappa: 0.4265, kb_relative_information_score: 0.2823, mean_absolute_error: 0.3217, mean_prior_absolute_error: 0.4101, weighted_recall: 0.6956, number_of_instances: 3190, precision: 0.8066, predictive_accuracy: 0.6956, prior_entropy: 1.4802, relative_absolute_error: 0.7846, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.3781, root_relative_squared_error: 0.835, unweighted_recall: 0.5788,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9878, f_measure: 0.9362, kappa: 0.8963, kb_relative_information_score: 0.8652, mean_absolute_error: 0.0675, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9361, number_of_instances: 3190, precision: 0.9364, predictive_accuracy: 0.9361, prior_entropy: 1.4802, relative_absolute_error: 0.1647, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1782, root_relative_squared_error: 0.3936, unweighted_recall: 0.93,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9901, f_measure: 0.9472, kappa: 0.9142, kb_relative_information_score: 0.8845, mean_absolute_error: 0.0581, mean_prior_absolute_error: 0.4101, weighted_recall: 0.947, number_of_instances: 3190, precision: 0.9475, predictive_accuracy: 0.947, prior_entropy: 1.4802, relative_absolute_error: 0.1416, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1653, root_relative_squared_error: 0.365, unweighted_recall: 0.9436,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9932, f_measure: 0.9643, kappa: 0.942, kb_relative_information_score: 0.915, mean_absolute_error: 0.0431, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9643, number_of_instances: 3190, precision: 0.9644, predictive_accuracy: 0.9643, prior_entropy: 1.4802, relative_absolute_error: 0.1051, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1418, root_relative_squared_error: 0.3133, unweighted_recall: 0.9621,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9937, f_measure: 0.9671, kappa: 0.9466, kb_relative_information_score: 0.9206, mean_absolute_error: 0.0403, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9671, number_of_instances: 3190, precision: 0.9672, predictive_accuracy: 0.9671, prior_entropy: 1.4802, relative_absolute_error: 0.0982, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1376, root_relative_squared_error: 0.3039, unweighted_recall: 0.9651,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9892, f_measure: 0.945, kappa: 0.9106, kb_relative_information_score: 0.8793, mean_absolute_error: 0.0608, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9448, number_of_instances: 3190, precision: 0.9452, predictive_accuracy: 0.9448, prior_entropy: 1.4802, relative_absolute_error: 0.1482, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1688, root_relative_squared_error: 0.3729, unweighted_recall: 0.9403,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9897, f_measure: 0.9437, kappa: 0.9086, kb_relative_information_score: 0.8818, mean_absolute_error: 0.0593, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9436, number_of_instances: 3190, precision: 0.944, predictive_accuracy: 0.9436, prior_entropy: 1.4802, relative_absolute_error: 0.1446, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1674, root_relative_squared_error: 0.3696, unweighted_recall: 0.9395,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9795, f_measure: 0.884, kappa: 0.8155, kb_relative_information_score: 0.8029, mean_absolute_error: 0.097, mean_prior_absolute_error: 0.4101, weighted_recall: 0.8831, number_of_instances: 3190, precision: 0.8929, predictive_accuracy: 0.8831, prior_entropy: 1.4802, relative_absolute_error: 0.2365, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.2388, root_relative_squared_error: 0.5274, unweighted_recall: 0.8997,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5987, f_measure: 0.5275, kappa: 0.2259, kb_relative_information_score: 0.1315, mean_absolute_error: 0.369, mean_prior_absolute_error: 0.4101, weighted_recall: 0.6082, number_of_instances: 3190, precision: 0.7752, predictive_accuracy: 0.6082, prior_entropy: 1.4802, relative_absolute_error: 0.8999, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.4241, root_relative_squared_error: 0.9367, unweighted_recall: 0.4573,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9922, f_measure: 0.9562, kappa: 0.9288, kb_relative_information_score: 0.9056, mean_absolute_error: 0.0477, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9561, number_of_instances: 3190, precision: 0.9564, predictive_accuracy: 0.9561, prior_entropy: 1.4802, relative_absolute_error: 0.1163, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.149, root_relative_squared_error: 0.3291, unweighted_recall: 0.9529,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6214, f_measure: 0.5468, kappa: 0.2536, kb_relative_information_score: 0.1253, mean_absolute_error: 0.3751, mean_prior_absolute_error: 0.4101, weighted_recall: 0.6197, number_of_instances: 3190, precision: 0.7792, predictive_accuracy: 0.6197, prior_entropy: 1.4802, relative_absolute_error: 0.9147, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.4263, root_relative_squared_error: 0.9414, unweighted_recall: 0.4734,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8632, f_measure: 0.6508, kappa: 0.4118, kb_relative_information_score: 0.3976, mean_absolute_error: 0.2584, mean_prior_absolute_error: 0.4101, weighted_recall: 0.689, number_of_instances: 3190, precision: 0.8047, predictive_accuracy: 0.689, prior_entropy: 1.4802, relative_absolute_error: 0.6301, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.3824, root_relative_squared_error: 0.8444, unweighted_recall: 0.5694,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9936, f_measure: 0.9634, kappa: 0.9405, kb_relative_information_score: 0.918, mean_absolute_error: 0.0415, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9633, number_of_instances: 3190, precision: 0.9635, predictive_accuracy: 0.9633, prior_entropy: 1.4802, relative_absolute_error: 0.1013, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.14, root_relative_squared_error: 0.3092, unweighted_recall: 0.9613,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9945, f_measure: 0.9681, kappa: 0.9481, kb_relative_information_score: 0.9279, mean_absolute_error: 0.0363, mean_prior_absolute_error: 0.4101, weighted_recall: 0.968, number_of_instances: 3190, precision: 0.9681, predictive_accuracy: 0.968, prior_entropy: 1.4802, relative_absolute_error: 0.0885, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1322, root_relative_squared_error: 0.2921, unweighted_recall: 0.9664,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9836, f_measure: 0.9044, kappa: 0.8461, kb_relative_information_score: 0.7546, mean_absolute_error: 0.1292, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9028, number_of_instances: 3190, precision: 0.9134, predictive_accuracy: 0.9028, prior_entropy: 1.4802, relative_absolute_error: 0.3152, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.2341, root_relative_squared_error: 0.517, unweighted_recall: 0.9129,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9942, f_measure: 0.9656, kappa: 0.9441, kb_relative_information_score: 0.9237, mean_absolute_error: 0.0384, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9655, number_of_instances: 3190, precision: 0.9656, predictive_accuracy: 0.9655, prior_entropy: 1.4802, relative_absolute_error: 0.0937, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1351, root_relative_squared_error: 0.2985, unweighted_recall: 0.9634,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9907, f_measure: 0.9528, kappa: 0.9233, kb_relative_information_score: 0.8902, mean_absolute_error: 0.0554, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9527, number_of_instances: 3190, precision: 0.9531, predictive_accuracy: 0.9527, prior_entropy: 1.4802, relative_absolute_error: 0.1351, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1606, root_relative_squared_error: 0.3546, unweighted_recall: 0.9493,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.603, f_measure: 0.5275, kappa: 0.2259, kb_relative_information_score: 0.1592, mean_absolute_error: 0.3541, mean_prior_absolute_error: 0.4101, weighted_recall: 0.6082, number_of_instances: 3190, precision: 0.7752, predictive_accuracy: 0.6082, prior_entropy: 1.4802, relative_absolute_error: 0.8635, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.4208, root_relative_squared_error: 0.9293, unweighted_recall: 0.4573,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9941, f_measure: 0.9612, kappa: 0.937, kb_relative_information_score: 0.9153, mean_absolute_error: 0.0429, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9611, number_of_instances: 3190, precision: 0.9614, predictive_accuracy: 0.9611, prior_entropy: 1.4802, relative_absolute_error: 0.1047, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1423, root_relative_squared_error: 0.3142, unweighted_recall: 0.959,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9896, f_measure: 0.9465, kappa: 0.9131, kb_relative_information_score: 0.8833, mean_absolute_error: 0.0587, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9464, number_of_instances: 3190, precision: 0.9466, predictive_accuracy: 0.9464, prior_entropy: 1.4802, relative_absolute_error: 0.1432, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1662, root_relative_squared_error: 0.367, unweighted_recall: 0.9418,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9946, f_measure: 0.9674, kappa: 0.9471, kb_relative_information_score: 0.9276, mean_absolute_error: 0.0364, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9674, number_of_instances: 3190, precision: 0.9675, predictive_accuracy: 0.9674, prior_entropy: 1.4802, relative_absolute_error: 0.0889, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.132, root_relative_squared_error: 0.2916, unweighted_recall: 0.9655,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9946, f_measure: 0.965, kappa: 0.9431, kb_relative_information_score: 0.9234, mean_absolute_error: 0.0387, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9649, number_of_instances: 3190, precision: 0.9651, predictive_accuracy: 0.9649, prior_entropy: 1.4802, relative_absolute_error: 0.0943, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1367, root_relative_squared_error: 0.3019, unweighted_recall: 0.9637,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6495, f_measure: 0.5509, kappa: 0.2595, kb_relative_information_score: 0.1949, mean_absolute_error: 0.3421, mean_prior_absolute_error: 0.4101, weighted_recall: 0.6223, number_of_instances: 3190, precision: 0.78, predictive_accuracy: 0.6223, prior_entropy: 1.4802, relative_absolute_error: 0.8342, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.4147, root_relative_squared_error: 0.9159, unweighted_recall: 0.4769,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9923, f_measure: 0.9535, kappa: 0.9247, kb_relative_information_score: 0.8478, mean_absolute_error: 0.0819, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9533, number_of_instances: 3190, precision: 0.9544, predictive_accuracy: 0.9533, prior_entropy: 1.4802, relative_absolute_error: 0.1998, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.17, root_relative_squared_error: 0.3754, unweighted_recall: 0.9565,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6027, f_measure: 0.5275, kappa: 0.2259, kb_relative_information_score: 0.1591, mean_absolute_error: 0.3542, mean_prior_absolute_error: 0.4101, weighted_recall: 0.6082, number_of_instances: 3190, precision: 0.7752, predictive_accuracy: 0.6082, prior_entropy: 1.4802, relative_absolute_error: 0.8637, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.4208, root_relative_squared_error: 0.9293, unweighted_recall: 0.4573,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.991, f_measure: 0.954, kappa: 0.9254, kb_relative_information_score: 0.8944, mean_absolute_error: 0.0533, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9539, number_of_instances: 3190, precision: 0.9543, predictive_accuracy: 0.9539, prior_entropy: 1.4802, relative_absolute_error: 0.13, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.157, root_relative_squared_error: 0.3468, unweighted_recall: 0.9508,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.994, f_measure: 0.9609, kappa: 0.9364, kb_relative_information_score: 0.9174, mean_absolute_error: 0.0415, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9608, number_of_instances: 3190, precision: 0.961, predictive_accuracy: 0.9608, prior_entropy: 1.4802, relative_absolute_error: 0.1012, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1407, root_relative_squared_error: 0.3106, unweighted_recall: 0.959,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9948, f_measure: 0.969, kappa: 0.9496, kb_relative_information_score: 0.9323, mean_absolute_error: 0.034, mean_prior_absolute_error: 0.4101, weighted_recall: 0.969, number_of_instances: 3190, precision: 0.969, predictive_accuracy: 0.969, prior_entropy: 1.4802, relative_absolute_error: 0.083, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1282, root_relative_squared_error: 0.283, unweighted_recall: 0.9661,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9932, f_measure: 0.9584, kappa: 0.9325, kb_relative_information_score: 0.9081, mean_absolute_error: 0.0466, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9583, number_of_instances: 3190, precision: 0.9587, predictive_accuracy: 0.9583, prior_entropy: 1.4802, relative_absolute_error: 0.1136, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1488, root_relative_squared_error: 0.3287, unweighted_recall: 0.9567,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9934, f_measure: 0.9587, kappa: 0.933, kb_relative_information_score: 0.9094, mean_absolute_error: 0.0459, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9586, number_of_instances: 3190, precision: 0.959, predictive_accuracy: 0.9586, prior_entropy: 1.4802, relative_absolute_error: 0.1119, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1479, root_relative_squared_error: 0.3266, unweighted_recall: 0.9571,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9883, f_measure: 0.9396, kappa: 0.9019, kb_relative_information_score: 0.8699, mean_absolute_error: 0.0653, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9395, number_of_instances: 3190, precision: 0.9399, predictive_accuracy: 0.9395, prior_entropy: 1.4802, relative_absolute_error: 0.1593, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1753, root_relative_squared_error: 0.3871, unweighted_recall: 0.9343,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6919, f_measure: 0.5748, kappa: 0.2948, kb_relative_information_score: 0.2199, mean_absolute_error: 0.333, mean_prior_absolute_error: 0.4101, weighted_recall: 0.6373, number_of_instances: 3190, precision: 0.7853, predictive_accuracy: 0.6373, prior_entropy: 1.4802, relative_absolute_error: 0.812, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.4094, root_relative_squared_error: 0.9043, unweighted_recall: 0.4977,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9928, f_measure: 0.9612, kappa: 0.9369, kb_relative_information_score: 0.9123, mean_absolute_error: 0.0444, mean_prior_absolute_error: 0.4101, weighted_recall: 0.9611, number_of_instances: 3190, precision: 0.9613, predictive_accuracy: 0.9611, prior_entropy: 1.4802, relative_absolute_error: 0.1083, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.144, root_relative_squared_error: 0.3179, unweighted_recall: 0.9585,

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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Download this task directly in your environment and automatically upload your results

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

OpenML APIs