OpenML
Supervised Classification on banknote-authentication

Supervised Classification on banknote-authentication

Task 10093 Supervised Classification banknote-authentication 91907 runs submitted
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  • OpenML-CC18 OpenML100 study_107 study_123 study_14 study_50 study_7 study_98 study_99
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91907 Runs

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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9865, f_measure: 0.9577, kappa: 0.9143, kb_relative_information_score: 0.8922, mean_absolute_error: 0.055, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9577, number_of_instances: 1372, precision: 0.9577, predictive_accuracy: 0.9577, prior_entropy: 0.9911, relative_absolute_error: 0.1113, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1793, root_relative_squared_error: 0.3608, unweighted_recall: 0.9569,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9756, f_measure: 0.9236, kappa: 0.8456, kb_relative_information_score: 0.8033, mean_absolute_error: 0.1015, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9235, number_of_instances: 1372, precision: 0.9242, predictive_accuracy: 0.9235, prior_entropy: 0.9911, relative_absolute_error: 0.2055, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.2353, root_relative_squared_error: 0.4736, unweighted_recall: 0.9244,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9809, f_measure: 0.949, kappa: 0.8969, kb_relative_information_score: 0.8614, mean_absolute_error: 0.0726, mean_prior_absolute_error: 0.4939, weighted_recall: 0.949, number_of_instances: 1372, precision: 0.9492, predictive_accuracy: 0.949, prior_entropy: 0.9911, relative_absolute_error: 0.147, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.2026, root_relative_squared_error: 0.4078, unweighted_recall: 0.9492,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.963, f_measure: 0.886, kappa: 0.7686, kb_relative_information_score: 0.7165, mean_absolute_error: 0.146, mean_prior_absolute_error: 0.4939, weighted_recall: 0.8863, number_of_instances: 1372, precision: 0.8865, predictive_accuracy: 0.8863, prior_entropy: 0.9911, relative_absolute_error: 0.2957, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.273, root_relative_squared_error: 0.5494, unweighted_recall: 0.8824,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5206, f_measure: 0.4197, kappa: 0.0189, kb_relative_information_score: 0.0055, mean_absolute_error: 0.4917, mean_prior_absolute_error: 0.4939, weighted_recall: 0.562, number_of_instances: 1372, precision: 0.6201, predictive_accuracy: 0.562, prior_entropy: 0.9911, relative_absolute_error: 0.9957, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.4955, root_relative_squared_error: 0.9972, unweighted_recall: 0.5085,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9836, f_measure: 0.9316, kappa: 0.862, kb_relative_information_score: 0.8358, mean_absolute_error: 0.0836, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9315, number_of_instances: 1372, precision: 0.9329, predictive_accuracy: 0.9315, prior_entropy: 0.9911, relative_absolute_error: 0.1693, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.2122, root_relative_squared_error: 0.427, unweighted_recall: 0.9334,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9873, f_measure: 0.9475, kappa: 0.8938, kb_relative_information_score: 0.8807, mean_absolute_error: 0.0596, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9475, number_of_instances: 1372, precision: 0.9476, predictive_accuracy: 0.9475, prior_entropy: 0.9911, relative_absolute_error: 0.1207, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1934, root_relative_squared_error: 0.3892, unweighted_recall: 0.9474,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9678, f_measure: 0.9017, kappa: 0.8011, kb_relative_information_score: 0.7662, mean_absolute_error: 0.1197, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9016, number_of_instances: 1372, precision: 0.9018, predictive_accuracy: 0.9016, prior_entropy: 0.9911, relative_absolute_error: 0.2423, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.2571, root_relative_squared_error: 0.5173, unweighted_recall: 0.9011,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9834, f_measure: 0.944, kappa: 0.8869, kb_relative_information_score: 0.8698, mean_absolute_error: 0.0661, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9439, number_of_instances: 1372, precision: 0.9449, predictive_accuracy: 0.9439, prior_entropy: 0.9911, relative_absolute_error: 0.1339, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.2, root_relative_squared_error: 0.4025, unweighted_recall: 0.9456,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9833, f_measure: 0.936, kappa: 0.8706, kb_relative_information_score: 0.8172, mean_absolute_error: 0.0959, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9359, number_of_instances: 1372, precision: 0.9366, predictive_accuracy: 0.9359, prior_entropy: 0.9911, relative_absolute_error: 0.1941, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.2198, root_relative_squared_error: 0.4423, unweighted_recall: 0.937,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9935, f_measure: 0.984, kappa: 0.9676, kb_relative_information_score: 0.9644, mean_absolute_error: 0.0179, mean_prior_absolute_error: 0.4939, weighted_recall: 0.984, number_of_instances: 1372, precision: 0.984, predictive_accuracy: 0.984, prior_entropy: 0.9911, relative_absolute_error: 0.0363, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1111, root_relative_squared_error: 0.2235, unweighted_recall: 0.9843,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9872, f_measure: 0.9454, kappa: 0.8897, kb_relative_information_score: 0.8749, mean_absolute_error: 0.0635, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9453, number_of_instances: 1372, precision: 0.9459, predictive_accuracy: 0.9453, prior_entropy: 0.9911, relative_absolute_error: 0.1285, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1894, root_relative_squared_error: 0.3811, unweighted_recall: 0.9464,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8477, f_measure: 0.8366, kappa: 0.6778, kb_relative_information_score: 0.5223, mean_absolute_error: 0.2511, mean_prior_absolute_error: 0.4939, weighted_recall: 0.8367, number_of_instances: 1372, precision: 0.8596, predictive_accuracy: 0.8367, prior_entropy: 0.9911, relative_absolute_error: 0.5084, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.3546, root_relative_squared_error: 0.7136, unweighted_recall: 0.8478,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9865, f_measure: 0.9511, kappa: 0.901, kb_relative_information_score: 0.8903, mean_absolute_error: 0.0557, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9512, number_of_instances: 1372, precision: 0.9512, predictive_accuracy: 0.9512, prior_entropy: 0.9911, relative_absolute_error: 0.1128, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1811, root_relative_squared_error: 0.3645, unweighted_recall: 0.9502,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9925, f_measure: 0.9832, kappa: 0.9661, kb_relative_information_score: 0.9527, mean_absolute_error: 0.0242, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9832, number_of_instances: 1372, precision: 0.9833, predictive_accuracy: 0.9832, prior_entropy: 0.9911, relative_absolute_error: 0.0491, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1241, root_relative_squared_error: 0.2497, unweighted_recall: 0.9836,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9881, f_measure: 0.9796, kappa: 0.9587, kb_relative_information_score: 0.9475, mean_absolute_error: 0.0268, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9796, number_of_instances: 1372, precision: 0.9796, predictive_accuracy: 0.9796, prior_entropy: 0.9911, relative_absolute_error: 0.0543, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1371, root_relative_squared_error: 0.2759, unweighted_recall: 0.9793,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9904, f_measure: 0.9811, kappa: 0.9616, kb_relative_information_score: 0.9491, mean_absolute_error: 0.026, mean_prior_absolute_error: 0.4939, weighted_recall: 0.981, number_of_instances: 1372, precision: 0.9811, predictive_accuracy: 0.981, prior_entropy: 0.9911, relative_absolute_error: 0.0527, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1306, root_relative_squared_error: 0.2628, unweighted_recall: 0.981,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9709, f_measure: 0.9496, kappa: 0.8977, kb_relative_information_score: 0.8899, mean_absolute_error: 0.0551, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9497, number_of_instances: 1372, precision: 0.9501, predictive_accuracy: 0.9497, prior_entropy: 0.9911, relative_absolute_error: 0.1116, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.2021, root_relative_squared_error: 0.4067, unweighted_recall: 0.947,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9899, f_measure: 0.9672, kappa: 0.9336, kb_relative_information_score: 0.9265, mean_absolute_error: 0.0372, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9672, number_of_instances: 1372, precision: 0.9672, predictive_accuracy: 0.9672, prior_entropy: 0.9911, relative_absolute_error: 0.0754, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.16, root_relative_squared_error: 0.322, unweighted_recall: 0.967,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9895, f_measure: 0.9592, kappa: 0.9173, kb_relative_information_score: 0.906, mean_absolute_error: 0.0472, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9592, number_of_instances: 1372, precision: 0.9592, predictive_accuracy: 0.9592, prior_entropy: 0.9911, relative_absolute_error: 0.0956, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1711, root_relative_squared_error: 0.3443, unweighted_recall: 0.9583,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9754, f_measure: 0.9205, kappa: 0.8389, kb_relative_information_score: 0.8243, mean_absolute_error: 0.0885, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9206, number_of_instances: 1372, precision: 0.9205, predictive_accuracy: 0.9206, prior_entropy: 0.9911, relative_absolute_error: 0.1792, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.23, root_relative_squared_error: 0.4628, unweighted_recall: 0.919,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9797, f_measure: 0.9716, kappa: 0.9425, kb_relative_information_score: 0.9397, mean_absolute_error: 0.0298, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9716, number_of_instances: 1372, precision: 0.9716, predictive_accuracy: 0.9716, prior_entropy: 0.9911, relative_absolute_error: 0.0603, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1581, root_relative_squared_error: 0.3182, unweighted_recall: 0.9713,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8995, f_measure: 0.7927, kappa: 0.5816, kb_relative_information_score: 0.5302, mean_absolute_error: 0.2379, mean_prior_absolute_error: 0.4939, weighted_recall: 0.7923, number_of_instances: 1372, precision: 0.7941, predictive_accuracy: 0.7923, prior_entropy: 0.9911, relative_absolute_error: 0.4816, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.3456, root_relative_squared_error: 0.6954, unweighted_recall: 0.7924,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9929, f_measure: 0.9854, kappa: 0.9705, kb_relative_information_score: 0.9621, mean_absolute_error: 0.0196, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9854, number_of_instances: 1372, precision: 0.9854, predictive_accuracy: 0.9854, prior_entropy: 0.9911, relative_absolute_error: 0.0398, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1151, root_relative_squared_error: 0.2316, unweighted_recall: 0.9851,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9871, f_measure: 0.946, kappa: 0.8905, kb_relative_information_score: 0.8683, mean_absolute_error: 0.0669, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9461, number_of_instances: 1372, precision: 0.9461, predictive_accuracy: 0.9461, prior_entropy: 0.9911, relative_absolute_error: 0.1355, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1941, root_relative_squared_error: 0.3905, unweighted_recall: 0.9442,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9891, f_measure: 0.9665, kappa: 0.9321, kb_relative_information_score: 0.9232, mean_absolute_error: 0.0389, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9665, number_of_instances: 1372, precision: 0.9665, predictive_accuracy: 0.9665, prior_entropy: 0.9911, relative_absolute_error: 0.0787, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1554, root_relative_squared_error: 0.3128, unweighted_recall: 0.9659,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, kb_relative_information_score: 0, mean_absolute_error: 0.4939, mean_prior_absolute_error: 0.4939, weighted_recall: 0.5554, number_of_instances: 1372, predictive_accuracy: 0.5554, prior_entropy: 0.9911, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.4969, root_relative_squared_error: 1, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9845, f_measure: 0.9614, kappa: 0.9217, kb_relative_information_score: 0.914, mean_absolute_error: 0.0432, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9614, number_of_instances: 1372, precision: 0.9614, predictive_accuracy: 0.9614, prior_entropy: 0.9911, relative_absolute_error: 0.0874, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1699, root_relative_squared_error: 0.3418, unweighted_recall: 0.9606,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9938, f_measure: 0.9803, kappa: 0.9602, kb_relative_information_score: 0.9514, mean_absolute_error: 0.0252, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9803, number_of_instances: 1372, precision: 0.9803, predictive_accuracy: 0.9803, prior_entropy: 0.9911, relative_absolute_error: 0.051, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1228, root_relative_squared_error: 0.2471, unweighted_recall: 0.9802,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9928, f_measure: 0.984, kappa: 0.9676, kb_relative_information_score: 0.9512, mean_absolute_error: 0.0252, mean_prior_absolute_error: 0.4939, weighted_recall: 0.984, number_of_instances: 1372, precision: 0.984, predictive_accuracy: 0.984, prior_entropy: 0.9911, relative_absolute_error: 0.0511, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1235, root_relative_squared_error: 0.2485, unweighted_recall: 0.9841,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9495, f_measure: 0.8842, kappa: 0.7658, kb_relative_information_score: 0.6848, mean_absolute_error: 0.1655, mean_prior_absolute_error: 0.4939, weighted_recall: 0.8841, number_of_instances: 1372, precision: 0.8844, predictive_accuracy: 0.8841, prior_entropy: 0.9911, relative_absolute_error: 0.3351, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.29, root_relative_squared_error: 0.5837, unweighted_recall: 0.8836,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9782, f_measure: 0.9679, kappa: 0.935, kb_relative_information_score: 0.9316, mean_absolute_error: 0.034, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9679, number_of_instances: 1372, precision: 0.968, predictive_accuracy: 0.9679, prior_entropy: 0.9911, relative_absolute_error: 0.0688, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1659, root_relative_squared_error: 0.3339, unweighted_recall: 0.9669,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9869, f_measure: 0.9774, kappa: 0.9542, kb_relative_information_score: 0.9526, mean_absolute_error: 0.0236, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9774, number_of_instances: 1372, precision: 0.9774, predictive_accuracy: 0.9774, prior_entropy: 0.9911, relative_absolute_error: 0.0477, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1368, root_relative_squared_error: 0.2752, unweighted_recall: 0.9766,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9767, f_measure: 0.9197, kappa: 0.8372, kb_relative_information_score: 0.7888, mean_absolute_error: 0.1096, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9198, number_of_instances: 1372, precision: 0.9198, predictive_accuracy: 0.9198, prior_entropy: 0.9911, relative_absolute_error: 0.222, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.24, root_relative_squared_error: 0.4831, unweighted_recall: 0.9175,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9892, f_measure: 0.9672, kappa: 0.9336, kb_relative_information_score: 0.9231, mean_absolute_error: 0.0391, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9672, number_of_instances: 1372, precision: 0.9672, predictive_accuracy: 0.9672, prior_entropy: 0.9911, relative_absolute_error: 0.0791, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1569, root_relative_squared_error: 0.3157, unweighted_recall: 0.967,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9864, f_measure: 0.9432, kappa: 0.8849, kb_relative_information_score: 0.8402, mean_absolute_error: 0.0839, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9431, number_of_instances: 1372, precision: 0.9432, predictive_accuracy: 0.9431, prior_entropy: 0.9911, relative_absolute_error: 0.1699, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.2096, root_relative_squared_error: 0.4218, unweighted_recall: 0.9426,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9816, f_measure: 0.9459, kappa: 0.8902, kb_relative_information_score: 0.8716, mean_absolute_error: 0.0651, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9461, number_of_instances: 1372, precision: 0.9467, predictive_accuracy: 0.9461, prior_entropy: 0.9911, relative_absolute_error: 0.1318, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1999, root_relative_squared_error: 0.4023, unweighted_recall: 0.9429,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9772, f_measure: 0.9424, kappa: 0.8835, kb_relative_information_score: 0.873, mean_absolute_error: 0.0641, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9424, number_of_instances: 1372, precision: 0.9425, predictive_accuracy: 0.9424, prior_entropy: 0.9911, relative_absolute_error: 0.1298, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.206, root_relative_squared_error: 0.4146, unweighted_recall: 0.9419,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9927, f_measure: 0.9891, kappa: 0.9779, kb_relative_information_score: 0.9716, mean_absolute_error: 0.0144, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9891, number_of_instances: 1372, precision: 0.9891, predictive_accuracy: 0.9891, prior_entropy: 0.9911, relative_absolute_error: 0.0292, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1026, root_relative_squared_error: 0.2064, unweighted_recall: 0.9892,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9809, f_measure: 0.9403, kappa: 0.8791, kb_relative_information_score: 0.8203, mean_absolute_error: 0.095, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9402, number_of_instances: 1372, precision: 0.9403, predictive_accuracy: 0.9402, prior_entropy: 0.9911, relative_absolute_error: 0.1923, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.22, root_relative_squared_error: 0.4428, unweighted_recall: 0.94,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9805, f_measure: 0.936, kappa: 0.8712, kb_relative_information_score: 0.8212, mean_absolute_error: 0.0934, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9359, number_of_instances: 1372, precision: 0.9389, predictive_accuracy: 0.9359, prior_entropy: 0.9911, relative_absolute_error: 0.1892, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.2236, root_relative_squared_error: 0.45, unweighted_recall: 0.9393,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.99, f_measure: 0.9577, kappa: 0.9144, kb_relative_information_score: 0.9073, mean_absolute_error: 0.0468, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9577, number_of_instances: 1372, precision: 0.9577, predictive_accuracy: 0.9577, prior_entropy: 0.9911, relative_absolute_error: 0.0947, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1687, root_relative_squared_error: 0.3396, unweighted_recall: 0.9572,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9782, f_measure: 0.9346, kappa: 0.868, kb_relative_information_score: 0.8101, mean_absolute_error: 0.0999, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9344, number_of_instances: 1372, precision: 0.9361, predictive_accuracy: 0.9344, prior_entropy: 0.9911, relative_absolute_error: 0.2023, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.2273, root_relative_squared_error: 0.4573, unweighted_recall: 0.9367,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8076, f_measure: 0.7155, kappa: 0.4446, kb_relative_information_score: 0.3753, mean_absolute_error: 0.315, mean_prior_absolute_error: 0.4939, weighted_recall: 0.7405, number_of_instances: 1372, precision: 0.8049, predictive_accuracy: 0.7405, prior_entropy: 0.9911, relative_absolute_error: 0.6377, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.4003, root_relative_squared_error: 0.8055, unweighted_recall: 0.7103,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.764, f_measure: 0.6654, kappa: 0.3582, kb_relative_information_score: 0.285, mean_absolute_error: 0.3582, mean_prior_absolute_error: 0.4939, weighted_recall: 0.7026, number_of_instances: 1372, precision: 0.7798, predictive_accuracy: 0.7026, prior_entropy: 0.9911, relative_absolute_error: 0.7252, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.4221, root_relative_squared_error: 0.8495, unweighted_recall: 0.668,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, kb_relative_information_score: 0, mean_absolute_error: 0.4939, mean_prior_absolute_error: 0.4939, weighted_recall: 0.5554, number_of_instances: 1372, predictive_accuracy: 0.5554, prior_entropy: 0.9911, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.4969, root_relative_squared_error: 1, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.973, f_measure: 0.9132, kappa: 0.8242, kb_relative_information_score: 0.8052, mean_absolute_error: 0.0977, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9133, number_of_instances: 1372, precision: 0.9132, predictive_accuracy: 0.9133, prior_entropy: 0.9911, relative_absolute_error: 0.1979, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.2434, root_relative_squared_error: 0.4898, unweighted_recall: 0.9116,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9771, f_measure: 0.917, kappa: 0.8313, kb_relative_information_score: 0.7999, mean_absolute_error: 0.1015, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9176, number_of_instances: 1372, precision: 0.9211, predictive_accuracy: 0.9176, prior_entropy: 0.9911, relative_absolute_error: 0.2056, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.2328, root_relative_squared_error: 0.4686, unweighted_recall: 0.911,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9794, f_measure: 0.9337, kappa: 0.8658, kb_relative_information_score: 0.8596, mean_absolute_error: 0.071, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9337, number_of_instances: 1372, precision: 0.9337, predictive_accuracy: 0.9337, prior_entropy: 0.9911, relative_absolute_error: 0.1438, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.2091, root_relative_squared_error: 0.4207, unweighted_recall: 0.9331,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9784, f_measure: 0.9496, kappa: 0.8977, kb_relative_information_score: 0.8767, mean_absolute_error: 0.0626, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9497, number_of_instances: 1372, precision: 0.9503, predictive_accuracy: 0.9497, prior_entropy: 0.9911, relative_absolute_error: 0.1268, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.2032, root_relative_squared_error: 0.409, unweighted_recall: 0.9467,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, kb_relative_information_score: 0, mean_absolute_error: 0.4939, mean_prior_absolute_error: 0.4939, weighted_recall: 0.5554, number_of_instances: 1372, predictive_accuracy: 0.5554, prior_entropy: 0.9911, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.4969, root_relative_squared_error: 1, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.91, f_measure: 0.818, kappa: 0.632, kb_relative_information_score: 0.5339, mean_absolute_error: 0.2365, mean_prior_absolute_error: 0.4939, weighted_recall: 0.8178, number_of_instances: 1372, precision: 0.8184, predictive_accuracy: 0.8178, prior_entropy: 0.9911, relative_absolute_error: 0.4788, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.3459, root_relative_squared_error: 0.6961, unweighted_recall: 0.8168,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9848, f_measure: 0.9447, kappa: 0.8883, kb_relative_information_score: 0.874, mean_absolute_error: 0.0634, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9446, number_of_instances: 1372, precision: 0.9456, predictive_accuracy: 0.9446, prior_entropy: 0.9911, relative_absolute_error: 0.1284, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1965, root_relative_squared_error: 0.3954, unweighted_recall: 0.9462,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9878, f_measure: 0.9781, kappa: 0.9557, kb_relative_information_score: 0.949, mean_absolute_error: 0.0259, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9781, number_of_instances: 1372, precision: 0.9781, predictive_accuracy: 0.9781, prior_entropy: 0.9911, relative_absolute_error: 0.0524, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1385, root_relative_squared_error: 0.2786, unweighted_recall: 0.9775,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7099, f_measure: 0.6206, kappa: 0.2561, kb_relative_information_score: 0.2029, mean_absolute_error: 0.3959, mean_prior_absolute_error: 0.4939, weighted_recall: 0.6516, number_of_instances: 1372, precision: 0.673, predictive_accuracy: 0.6516, prior_entropy: 0.9911, relative_absolute_error: 0.8017, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.4452, root_relative_squared_error: 0.8959, unweighted_recall: 0.6214,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7065, f_measure: 0.6668, kappa: 0.3568, kb_relative_information_score: 0.2512, mean_absolute_error: 0.3787, mean_prior_absolute_error: 0.4939, weighted_recall: 0.7012, number_of_instances: 1372, precision: 0.7662, predictive_accuracy: 0.7012, prior_entropy: 0.9911, relative_absolute_error: 0.7668, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.4361, root_relative_squared_error: 0.8776, unweighted_recall: 0.6679,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.795, f_measure: 0.7138, kappa: 0.4267, kb_relative_information_score: 0.315, mean_absolute_error: 0.3494, mean_prior_absolute_error: 0.4939, weighted_recall: 0.7274, number_of_instances: 1372, precision: 0.7462, predictive_accuracy: 0.7274, prior_entropy: 0.9911, relative_absolute_error: 0.7075, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.419, root_relative_squared_error: 0.8432, unweighted_recall: 0.7054,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9881, f_measure: 0.9446, kappa: 0.8879, kb_relative_information_score: 0.868, mean_absolute_error: 0.0666, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9446, number_of_instances: 1372, precision: 0.9446, predictive_accuracy: 0.9446, prior_entropy: 0.9911, relative_absolute_error: 0.1348, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.193, root_relative_squared_error: 0.3885, unweighted_recall: 0.9441,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9865, f_measure: 0.9694, kappa: 0.938, kb_relative_information_score: 0.9178, mean_absolute_error: 0.0424, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9694, number_of_instances: 1372, precision: 0.9694, predictive_accuracy: 0.9694, prior_entropy: 0.9911, relative_absolute_error: 0.0858, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1628, root_relative_squared_error: 0.3275, unweighted_recall: 0.9685,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8833, f_measure: 0.7925, kappa: 0.5803, kb_relative_information_score: 0.4579, mean_absolute_error: 0.2807, mean_prior_absolute_error: 0.4939, weighted_recall: 0.7981, number_of_instances: 1372, precision: 0.8104, predictive_accuracy: 0.7981, prior_entropy: 0.9911, relative_absolute_error: 0.5684, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.3679, root_relative_squared_error: 0.7405, unweighted_recall: 0.7826,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9902, f_measure: 0.965, kappa: 0.9292, kb_relative_information_score: 0.9079, mean_absolute_error: 0.047, mean_prior_absolute_error: 0.4939, weighted_recall: 0.965, number_of_instances: 1372, precision: 0.965, predictive_accuracy: 0.965, prior_entropy: 0.9911, relative_absolute_error: 0.0951, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1672, root_relative_squared_error: 0.3365, unweighted_recall: 0.9646,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9687, f_measure: 0.9162, kappa: 0.8304, kb_relative_information_score: 0.7939, mean_absolute_error: 0.1047, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9162, number_of_instances: 1372, precision: 0.9163, predictive_accuracy: 0.9162, prior_entropy: 0.9911, relative_absolute_error: 0.2119, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.2505, root_relative_squared_error: 0.504, unweighted_recall: 0.9155,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9907, f_measure: 0.9796, kappa: 0.9588, kb_relative_information_score: 0.9449, mean_absolute_error: 0.0288, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9796, number_of_instances: 1372, precision: 0.9798, predictive_accuracy: 0.9796, prior_entropy: 0.9911, relative_absolute_error: 0.0584, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1324, root_relative_squared_error: 0.2664, unweighted_recall: 0.9803,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9795, f_measure: 0.936, kappa: 0.8708, kb_relative_information_score: 0.804, mean_absolute_error: 0.1041, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9359, number_of_instances: 1372, precision: 0.937, predictive_accuracy: 0.9359, prior_entropy: 0.9911, relative_absolute_error: 0.2108, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.2257, root_relative_squared_error: 0.4543, unweighted_recall: 0.9375,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9893, f_measure: 0.9723, kappa: 0.9439, kb_relative_information_score: 0.9298, mean_absolute_error: 0.0364, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9723, number_of_instances: 1372, precision: 0.9723, predictive_accuracy: 0.9723, prior_entropy: 0.9911, relative_absolute_error: 0.0736, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1467, root_relative_squared_error: 0.2953, unweighted_recall: 0.9721,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9348, f_measure: 0.8462, kappa: 0.6877, kb_relative_information_score: 0.6224, mean_absolute_error: 0.1916, mean_prior_absolute_error: 0.4939, weighted_recall: 0.8484, number_of_instances: 1372, precision: 0.8543, predictive_accuracy: 0.8484, prior_entropy: 0.9911, relative_absolute_error: 0.388, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.3124, root_relative_squared_error: 0.6287, unweighted_recall: 0.838,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9768, f_measure: 0.9141, kappa: 0.8262, kb_relative_information_score: 0.8194, mean_absolute_error: 0.09, mean_prior_absolute_error: 0.4939, weighted_recall: 0.914, number_of_instances: 1372, precision: 0.9144, predictive_accuracy: 0.914, prior_entropy: 0.9911, relative_absolute_error: 0.1822, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.2307, root_relative_squared_error: 0.4643, unweighted_recall: 0.9141,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9854, f_measure: 0.9767, kappa: 0.9528, kb_relative_information_score: 0.9549, mean_absolute_error: 0.0224, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9767, number_of_instances: 1372, precision: 0.9767, predictive_accuracy: 0.9767, prior_entropy: 0.9911, relative_absolute_error: 0.0453, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1357, root_relative_squared_error: 0.2732, unweighted_recall: 0.9762,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6608, f_measure: 0.5988, kappa: 0.2419, kb_relative_information_score: 0.1782, mean_absolute_error: 0.4091, mean_prior_absolute_error: 0.4939, weighted_recall: 0.6509, number_of_instances: 1372, precision: 0.7147, predictive_accuracy: 0.6509, prior_entropy: 0.9911, relative_absolute_error: 0.8284, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.4536, root_relative_squared_error: 0.9129, unweighted_recall: 0.6128,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9878, f_measure: 0.9606, kappa: 0.9202, kb_relative_information_score: 0.9047, mean_absolute_error: 0.0484, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9606, number_of_instances: 1372, precision: 0.9607, predictive_accuracy: 0.9606, prior_entropy: 0.9911, relative_absolute_error: 0.0979, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1726, root_relative_squared_error: 0.3474, unweighted_recall: 0.9593,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9903, f_measure: 0.9803, kappa: 0.9601, kb_relative_information_score: 0.9512, mean_absolute_error: 0.0251, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9803, number_of_instances: 1372, precision: 0.9803, predictive_accuracy: 0.9803, prior_entropy: 0.9911, relative_absolute_error: 0.0509, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1298, root_relative_squared_error: 0.2612, unweighted_recall: 0.98,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9854, f_measure: 0.954, kappa: 0.9067, kb_relative_information_score: 0.8748, mean_absolute_error: 0.0643, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9541, number_of_instances: 1372, precision: 0.9544, predictive_accuracy: 0.9541, prior_entropy: 0.9911, relative_absolute_error: 0.1301, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1897, root_relative_squared_error: 0.3817, unweighted_recall: 0.9516,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9068, f_measure: 0.8259, kappa: 0.6479, kb_relative_information_score: 0.5506, mean_absolute_error: 0.2312, mean_prior_absolute_error: 0.4939, weighted_recall: 0.8258, number_of_instances: 1372, precision: 0.8262, predictive_accuracy: 0.8258, prior_entropy: 0.9911, relative_absolute_error: 0.4681, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.3449, root_relative_squared_error: 0.6941, unweighted_recall: 0.8245,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6629, f_measure: 0.6346, kappa: 0.3145, kb_relative_information_score: 0.2209, mean_absolute_error: 0.3905, mean_prior_absolute_error: 0.4939, weighted_recall: 0.6851, number_of_instances: 1372, precision: 0.7944, predictive_accuracy: 0.6851, prior_entropy: 0.9911, relative_absolute_error: 0.7907, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.4422, root_relative_squared_error: 0.8899, unweighted_recall: 0.6462,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9804, f_measure: 0.9584, kappa: 0.9158, kb_relative_information_score: 0.8965, mean_absolute_error: 0.0522, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9585, number_of_instances: 1372, precision: 0.9584, predictive_accuracy: 0.9585, prior_entropy: 0.9911, relative_absolute_error: 0.1058, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.186, root_relative_squared_error: 0.3744, unweighted_recall: 0.9575,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9675, f_measure: 0.9055, kappa: 0.8106, kb_relative_information_score: 0.7414, mean_absolute_error: 0.134, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9052, number_of_instances: 1372, precision: 0.9117, predictive_accuracy: 0.9052, prior_entropy: 0.9911, relative_absolute_error: 0.2714, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.259, root_relative_squared_error: 0.5213, unweighted_recall: 0.9104,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9828, f_measure: 0.9621, kappa: 0.9233, kb_relative_information_score: 0.9072, mean_absolute_error: 0.0472, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9621, number_of_instances: 1372, precision: 0.9621, predictive_accuracy: 0.9621, prior_entropy: 0.9911, relative_absolute_error: 0.0955, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1792, root_relative_squared_error: 0.3607, unweighted_recall: 0.9616,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.923, f_measure: 0.8677, kappa: 0.7313, kb_relative_information_score: 0.619, mean_absolute_error: 0.2006, mean_prior_absolute_error: 0.4939, weighted_recall: 0.8688, number_of_instances: 1372, precision: 0.8713, predictive_accuracy: 0.8688, prior_entropy: 0.9911, relative_absolute_error: 0.4061, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.3187, root_relative_squared_error: 0.6413, unweighted_recall: 0.8615,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9916, f_measure: 0.9723, kappa: 0.9438, kb_relative_information_score: 0.9172, mean_absolute_error: 0.0431, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9723, number_of_instances: 1372, precision: 0.9724, predictive_accuracy: 0.9723, prior_entropy: 0.9911, relative_absolute_error: 0.0872, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1548, root_relative_squared_error: 0.3115, unweighted_recall: 0.971,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9959, f_measure: 0.9796, kappa: 0.9587, kb_relative_information_score: 0.9465, mean_absolute_error: 0.0277, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9796, number_of_instances: 1372, precision: 0.9796, predictive_accuracy: 0.9796, prior_entropy: 0.9911, relative_absolute_error: 0.0561, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1257, root_relative_squared_error: 0.253, unweighted_recall: 0.9793,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9941, f_measure: 0.9738, kappa: 0.9469, kb_relative_information_score: 0.9375, mean_absolute_error: 0.0317, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9738, number_of_instances: 1372, precision: 0.9738, predictive_accuracy: 0.9738, prior_entropy: 0.9911, relative_absolute_error: 0.0643, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1408, root_relative_squared_error: 0.2834, unweighted_recall: 0.9738,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7072, f_measure: 0.6209, kappa: 0.2645, kb_relative_information_score: 0.1882, mean_absolute_error: 0.4068, mean_prior_absolute_error: 0.4939, weighted_recall: 0.6574, number_of_instances: 1372, precision: 0.6918, predictive_accuracy: 0.6574, prior_entropy: 0.9911, relative_absolute_error: 0.8238, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.4547, root_relative_squared_error: 0.915, unweighted_recall: 0.6247,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9928, f_measure: 0.984, kappa: 0.9675, kb_relative_information_score: 0.958, mean_absolute_error: 0.0214, mean_prior_absolute_error: 0.4939, weighted_recall: 0.984, number_of_instances: 1372, precision: 0.984, predictive_accuracy: 0.984, prior_entropy: 0.9911, relative_absolute_error: 0.0434, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1193, root_relative_squared_error: 0.24, unweighted_recall: 0.9839,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9878, f_measure: 0.9562, kappa: 0.9114, kb_relative_information_score: 0.8816, mean_absolute_error: 0.061, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9563, number_of_instances: 1372, precision: 0.9563, predictive_accuracy: 0.9563, prior_entropy: 0.9911, relative_absolute_error: 0.1234, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1849, root_relative_squared_error: 0.372, unweighted_recall: 0.9552,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9311, f_measure: 0.8488, kappa: 0.6955, kb_relative_information_score: 0.6049, mean_absolute_error: 0.2031, mean_prior_absolute_error: 0.4939, weighted_recall: 0.8484, number_of_instances: 1372, precision: 0.8515, predictive_accuracy: 0.8484, prior_entropy: 0.9911, relative_absolute_error: 0.4112, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.3222, root_relative_squared_error: 0.6485, unweighted_recall: 0.8506,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9798, f_measure: 0.9323, kappa: 0.863, kb_relative_information_score: 0.8398, mean_absolute_error: 0.0814, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9322, number_of_instances: 1372, precision: 0.9324, predictive_accuracy: 0.9322, prior_entropy: 0.9911, relative_absolute_error: 0.1648, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.2177, root_relative_squared_error: 0.4381, unweighted_recall: 0.9323,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5229, f_measure: 0.4342, kappa: 0.026, kb_relative_information_score: 0.0183, mean_absolute_error: 0.4851, mean_prior_absolute_error: 0.4939, weighted_recall: 0.5634, number_of_instances: 1372, precision: 0.5885, predictive_accuracy: 0.5634, prior_entropy: 0.9911, relative_absolute_error: 0.9823, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.4929, root_relative_squared_error: 0.9918, unweighted_recall: 0.5118,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9438, f_measure: 0.867, kappa: 0.7301, kb_relative_information_score: 0.6511, mean_absolute_error: 0.179, mean_prior_absolute_error: 0.4939, weighted_recall: 0.8673, number_of_instances: 1372, precision: 0.8674, predictive_accuracy: 0.8673, prior_entropy: 0.9911, relative_absolute_error: 0.3624, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.3065, root_relative_squared_error: 0.6168, unweighted_recall: 0.8632,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9908, f_measure: 0.9774, kappa: 0.9542, kb_relative_information_score: 0.9418, mean_absolute_error: 0.0301, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9774, number_of_instances: 1372, precision: 0.9774, predictive_accuracy: 0.9774, prior_entropy: 0.9911, relative_absolute_error: 0.061, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1401, root_relative_squared_error: 0.2819, unweighted_recall: 0.9769,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9933, f_measure: 0.9752, kappa: 0.9499, kb_relative_information_score: 0.9481, mean_absolute_error: 0.0262, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9752, number_of_instances: 1372, precision: 0.9753, predictive_accuracy: 0.9752, prior_entropy: 0.9911, relative_absolute_error: 0.053, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1285, root_relative_squared_error: 0.2585, unweighted_recall: 0.9752,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9963, f_measure: 0.9796, kappa: 0.9588, kb_relative_information_score: 0.9495, mean_absolute_error: 0.0261, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9796, number_of_instances: 1372, precision: 0.9798, predictive_accuracy: 0.9796, prior_entropy: 0.9911, relative_absolute_error: 0.0528, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1173, root_relative_squared_error: 0.2361, unweighted_recall: 0.9803,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9244, f_measure: 0.8254, kappa: 0.6458, kb_relative_information_score: 0.5889, mean_absolute_error: 0.2083, mean_prior_absolute_error: 0.4939, weighted_recall: 0.8287, number_of_instances: 1372, precision: 0.8372, predictive_accuracy: 0.8287, prior_entropy: 0.9911, relative_absolute_error: 0.4217, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.3255, root_relative_squared_error: 0.655, unweighted_recall: 0.8162,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9525, f_measure: 0.8852, kappa: 0.7692, kb_relative_information_score: 0.7104, mean_absolute_error: 0.15, mean_prior_absolute_error: 0.4939, weighted_recall: 0.8848, number_of_instances: 1372, precision: 0.8891, predictive_accuracy: 0.8848, prior_entropy: 0.9911, relative_absolute_error: 0.3037, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.2822, root_relative_squared_error: 0.5679, unweighted_recall: 0.8885,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9877, f_measure: 0.9723, kappa: 0.9439, kb_relative_information_score: 0.9374, mean_absolute_error: 0.0311, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9723, number_of_instances: 1372, precision: 0.9723, predictive_accuracy: 0.9723, prior_entropy: 0.9911, relative_absolute_error: 0.0629, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1518, root_relative_squared_error: 0.3054, unweighted_recall: 0.9716,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9771, f_measure: 0.938, kappa: 0.8743, kb_relative_information_score: 0.8497, mean_absolute_error: 0.0771, mean_prior_absolute_error: 0.4939, weighted_recall: 0.938, number_of_instances: 1372, precision: 0.9381, predictive_accuracy: 0.938, prior_entropy: 0.9911, relative_absolute_error: 0.1561, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.2167, root_relative_squared_error: 0.4361, unweighted_recall: 0.9362,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9248, f_measure: 0.8401, kappa: 0.6788, kb_relative_information_score: 0.595, mean_absolute_error: 0.2071, mean_prior_absolute_error: 0.4939, weighted_recall: 0.8397, number_of_instances: 1372, precision: 0.8445, predictive_accuracy: 0.8397, prior_entropy: 0.9911, relative_absolute_error: 0.4194, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.3284, root_relative_squared_error: 0.6609, unweighted_recall: 0.8431,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9881, f_measure: 0.9483, kappa: 0.8954, kb_relative_information_score: 0.8819, mean_absolute_error: 0.0601, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9483, number_of_instances: 1372, precision: 0.9484, predictive_accuracy: 0.9483, prior_entropy: 0.9911, relative_absolute_error: 0.1217, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1856, root_relative_squared_error: 0.3734, unweighted_recall: 0.9483,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9898, f_measure: 0.954, kappa: 0.9067, kb_relative_information_score: 0.8866, mean_absolute_error: 0.058, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9541, number_of_instances: 1372, precision: 0.9544, predictive_accuracy: 0.9541, prior_entropy: 0.9911, relative_absolute_error: 0.1175, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1813, root_relative_squared_error: 0.3649, unweighted_recall: 0.9516,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9662, f_measure: 0.9439, kappa: 0.8863, kb_relative_information_score: 0.8821, mean_absolute_error: 0.0583, mean_prior_absolute_error: 0.4939, weighted_recall: 0.9439, number_of_instances: 1372, precision: 0.9439, predictive_accuracy: 0.9439, prior_entropy: 0.9911, relative_absolute_error: 0.1181, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.2161, root_relative_squared_error: 0.435, unweighted_recall: 0.9429,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.93, f_measure: 0.8403, kappa: 0.6849, kb_relative_information_score: 0.6162, mean_absolute_error: 0.1931, mean_prior_absolute_error: 0.4939, weighted_recall: 0.8404, number_of_instances: 1372, precision: 0.8626, predictive_accuracy: 0.8404, prior_entropy: 0.9911, relative_absolute_error: 0.391, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.3127, root_relative_squared_error: 0.6293, unweighted_recall: 0.8512,

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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