OpenML
Supervised Classification on car

Supervised Classification on car

Task 21 Supervised Classification car 12568 runs submitted
1 likes downloaded by 1 people , 1 total downloads 0 issues
Visibility: Public
  • at2 basic OpenML100 study_1 study_107 study_123 study_14 study_41 study_50 study_7 study_70 study_73 under100k under1m
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12568 Runs

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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9883, f_measure: 0.9209, kappa: 0.8284, kb_relative_information_score: 0.8251, mean_absolute_error: 0.0486, mean_prior_absolute_error: 0.229, weighted_recall: 0.9196, number_of_instances: 1728, precision: 0.9234, predictive_accuracy: 0.9196, prior_entropy: 1.2058, relative_absolute_error: 0.2122, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1609, root_relative_squared_error: 0.476, unweighted_recall: 0.8427,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.987, f_measure: 0.9245, kappa: 0.835, kb_relative_information_score: 0.8473, mean_absolute_error: 0.0418, mean_prior_absolute_error: 0.229, weighted_recall: 0.9236, number_of_instances: 1728, precision: 0.9259, predictive_accuracy: 0.9236, prior_entropy: 1.2058, relative_absolute_error: 0.1824, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1557, root_relative_squared_error: 0.4604, unweighted_recall: 0.8751,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9853, f_measure: 0.9102, kappa: 0.8052, kb_relative_information_score: 0.8137, mean_absolute_error: 0.0522, mean_prior_absolute_error: 0.229, weighted_recall: 0.9086, number_of_instances: 1728, precision: 0.9137, predictive_accuracy: 0.9086, prior_entropy: 1.2058, relative_absolute_error: 0.2279, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1675, root_relative_squared_error: 0.4955, unweighted_recall: 0.8321,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.913, f_measure: 0.7607, kappa: 0.4839, kb_relative_information_score: 0.4737, mean_absolute_error: 0.1313, mean_prior_absolute_error: 0.229, weighted_recall: 0.7697, number_of_instances: 1728, precision: 0.7594, predictive_accuracy: 0.7697, prior_entropy: 1.2058, relative_absolute_error: 0.5736, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.2632, root_relative_squared_error: 0.7785, unweighted_recall: 0.4658,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9892, f_measure: 0.9443, kappa: 0.8785, kb_relative_information_score: 0.8771, mean_absolute_error: 0.0335, mean_prior_absolute_error: 0.229, weighted_recall: 0.9439, number_of_instances: 1728, precision: 0.945, predictive_accuracy: 0.9439, prior_entropy: 1.2058, relative_absolute_error: 0.1463, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1401, root_relative_squared_error: 0.4144, unweighted_recall: 0.8898,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9886, f_measure: 0.928, kappa: 0.8429, kb_relative_information_score: 0.836, mean_absolute_error: 0.0455, mean_prior_absolute_error: 0.229, weighted_recall: 0.9271, number_of_instances: 1728, precision: 0.9293, predictive_accuracy: 0.9271, prior_entropy: 1.2058, relative_absolute_error: 0.1985, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1582, root_relative_squared_error: 0.468, unweighted_recall: 0.8477,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.986, f_measure: 0.9105, kappa: 0.8066, kb_relative_information_score: 0.8106, mean_absolute_error: 0.0532, mean_prior_absolute_error: 0.229, weighted_recall: 0.9091, number_of_instances: 1728, precision: 0.9159, predictive_accuracy: 0.9091, prior_entropy: 1.2058, relative_absolute_error: 0.2323, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1677, root_relative_squared_error: 0.496, unweighted_recall: 0.7983,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.945, f_measure: 0.8081, kappa: 0.5962, kb_relative_information_score: 0.5783, mean_absolute_error: 0.1119, mean_prior_absolute_error: 0.229, weighted_recall: 0.8171, number_of_instances: 1728, precision: 0.8153, predictive_accuracy: 0.8171, prior_entropy: 1.2058, relative_absolute_error: 0.4888, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.241, root_relative_squared_error: 0.7128, unweighted_recall: 0.504,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9871, f_measure: 0.8995, kappa: 0.7829, kb_relative_information_score: 0.81, mean_absolute_error: 0.0509, mean_prior_absolute_error: 0.229, weighted_recall: 0.901, number_of_instances: 1728, precision: 0.899, predictive_accuracy: 0.901, prior_entropy: 1.2058, relative_absolute_error: 0.2222, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1699, root_relative_squared_error: 0.5026, unweighted_recall: 0.7159,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9757, f_measure: 0.8799, kappa: 0.7391, kb_relative_information_score: 0.734, mean_absolute_error: 0.0718, mean_prior_absolute_error: 0.229, weighted_recall: 0.8796, number_of_instances: 1728, precision: 0.8807, predictive_accuracy: 0.8796, prior_entropy: 1.2058, relative_absolute_error: 0.3137, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1964, root_relative_squared_error: 0.5807, unweighted_recall: 0.7451,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9723, f_measure: 0.8636, kappa: 0.7027, kb_relative_information_score: 0.7451, mean_absolute_error: 0.0636, mean_prior_absolute_error: 0.229, weighted_recall: 0.8652, number_of_instances: 1728, precision: 0.8625, predictive_accuracy: 0.8652, prior_entropy: 1.2058, relative_absolute_error: 0.2778, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1973, root_relative_squared_error: 0.5834, unweighted_recall: 0.6896,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9841, f_measure: 0.8965, kappa: 0.7778, kb_relative_information_score: 0.7785, mean_absolute_error: 0.059, mean_prior_absolute_error: 0.229, weighted_recall: 0.8964, number_of_instances: 1728, precision: 0.8996, predictive_accuracy: 0.8964, prior_entropy: 1.2058, relative_absolute_error: 0.2576, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1793, root_relative_squared_error: 0.5303, unweighted_recall: 0.7713,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9905, f_measure: 0.9469, kappa: 0.8839, kb_relative_information_score: 0.8696, mean_absolute_error: 0.0361, mean_prior_absolute_error: 0.229, weighted_recall: 0.9462, number_of_instances: 1728, precision: 0.948, predictive_accuracy: 0.9462, prior_entropy: 1.2058, relative_absolute_error: 0.1578, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.141, root_relative_squared_error: 0.417, unweighted_recall: 0.9013,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9146, f_measure: 0.7458, kappa: 0.4504, kb_relative_information_score: 0.4541, mean_absolute_error: 0.1352, mean_prior_absolute_error: 0.229, weighted_recall: 0.7674, number_of_instances: 1728, precision: 0.7362, predictive_accuracy: 0.7674, prior_entropy: 1.2058, relative_absolute_error: 0.5905, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.2643, root_relative_squared_error: 0.7817, unweighted_recall: 0.4035,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9889, f_measure: 0.9284, kappa: 0.8448, kb_relative_information_score: 0.8378, mean_absolute_error: 0.0445, mean_prior_absolute_error: 0.229, weighted_recall: 0.9277, number_of_instances: 1728, precision: 0.9301, predictive_accuracy: 0.9277, prior_entropy: 1.2058, relative_absolute_error: 0.1945, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1548, root_relative_squared_error: 0.4578, unweighted_recall: 0.8857,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9796, f_measure: 0.8854, kappa: 0.7542, kb_relative_information_score: 0.7591, mean_absolute_error: 0.0646, mean_prior_absolute_error: 0.229, weighted_recall: 0.8854, number_of_instances: 1728, precision: 0.8883, predictive_accuracy: 0.8854, prior_entropy: 1.2058, relative_absolute_error: 0.2822, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.189, root_relative_squared_error: 0.559, unweighted_recall: 0.7417,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9882, f_measure: 0.9142, kappa: 0.8135, kb_relative_information_score: 0.8097, mean_absolute_error: 0.0513, mean_prior_absolute_error: 0.229, weighted_recall: 0.9126, number_of_instances: 1728, precision: 0.9168, predictive_accuracy: 0.9126, prior_entropy: 1.2058, relative_absolute_error: 0.2239, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1687, root_relative_squared_error: 0.4991, unweighted_recall: 0.813,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9917, f_measure: 0.9288, kappa: 0.8449, kb_relative_information_score: 0.8579, mean_absolute_error: 0.0372, mean_prior_absolute_error: 0.229, weighted_recall: 0.9288, number_of_instances: 1728, precision: 0.9289, predictive_accuracy: 0.9288, prior_entropy: 1.2058, relative_absolute_error: 0.1626, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1475, root_relative_squared_error: 0.4364, unweighted_recall: 0.8244,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9797, f_measure: 0.8743, kappa: 0.726, kb_relative_information_score: 0.7423, mean_absolute_error: 0.0689, mean_prior_absolute_error: 0.229, weighted_recall: 0.8744, number_of_instances: 1728, precision: 0.8745, predictive_accuracy: 0.8744, prior_entropy: 1.2058, relative_absolute_error: 0.3008, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1915, root_relative_squared_error: 0.5662, unweighted_recall: 0.7254,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.987, f_measure: 0.9272, kappa: 0.8418, kb_relative_information_score: 0.8482, mean_absolute_error: 0.0416, mean_prior_absolute_error: 0.229, weighted_recall: 0.9259, number_of_instances: 1728, precision: 0.9295, predictive_accuracy: 0.9259, prior_entropy: 1.2058, relative_absolute_error: 0.1818, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1556, root_relative_squared_error: 0.4602, unweighted_recall: 0.847,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9608, f_measure: 0.8406, kappa: 0.6536, kb_relative_information_score: 0.637, mean_absolute_error: 0.0942, mean_prior_absolute_error: 0.229, weighted_recall: 0.842, number_of_instances: 1728, precision: 0.84, predictive_accuracy: 0.842, prior_entropy: 1.2058, relative_absolute_error: 0.4113, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.2221, root_relative_squared_error: 0.657, unweighted_recall: 0.6352,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9849, f_measure: 0.9076, kappa: 0.7996, kb_relative_information_score: 0.8033, mean_absolute_error: 0.0548, mean_prior_absolute_error: 0.229, weighted_recall: 0.9063, number_of_instances: 1728, precision: 0.9111, predictive_accuracy: 0.9063, prior_entropy: 1.2058, relative_absolute_error: 0.2394, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.171, root_relative_squared_error: 0.5057, unweighted_recall: 0.8291,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9577, f_measure: 0.8333, kappa: 0.6434, kb_relative_information_score: 0.6174, mean_absolute_error: 0.0988, mean_prior_absolute_error: 0.229, weighted_recall: 0.8351, number_of_instances: 1728, precision: 0.8363, predictive_accuracy: 0.8351, prior_entropy: 1.2058, relative_absolute_error: 0.4316, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.2299, root_relative_squared_error: 0.6799, unweighted_recall: 0.6069,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9796, f_measure: 0.8714, kappa: 0.7213, kb_relative_information_score: 0.7486, mean_absolute_error: 0.0672, mean_prior_absolute_error: 0.229, weighted_recall: 0.8721, number_of_instances: 1728, precision: 0.8713, predictive_accuracy: 0.8721, prior_entropy: 1.2058, relative_absolute_error: 0.2936, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1927, root_relative_squared_error: 0.5698, unweighted_recall: 0.6449,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9873, f_measure: 0.9269, kappa: 0.8404, kb_relative_information_score: 0.8423, mean_absolute_error: 0.0435, mean_prior_absolute_error: 0.229, weighted_recall: 0.9259, number_of_instances: 1728, precision: 0.9283, predictive_accuracy: 0.9259, prior_entropy: 1.2058, relative_absolute_error: 0.19, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1568, root_relative_squared_error: 0.4638, unweighted_recall: 0.8425,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9895, f_measure: 0.9418, kappa: 0.873, kb_relative_information_score: 0.8682, mean_absolute_error: 0.0366, mean_prior_absolute_error: 0.229, weighted_recall: 0.9416, number_of_instances: 1728, precision: 0.9421, predictive_accuracy: 0.9416, prior_entropy: 1.2058, relative_absolute_error: 0.16, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1427, root_relative_squared_error: 0.422, unweighted_recall: 0.8778,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.954, f_measure: 0.8037, kappa: 0.5837, kb_relative_information_score: 0.597, mean_absolute_error: 0.1047, mean_prior_absolute_error: 0.229, weighted_recall: 0.8108, number_of_instances: 1728, precision: 0.8067, predictive_accuracy: 0.8108, prior_entropy: 1.2058, relative_absolute_error: 0.4572, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.2337, root_relative_squared_error: 0.6913, unweighted_recall: 0.5123,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9869, f_measure: 0.9077, kappa: 0.7979, kb_relative_information_score: 0.8079, mean_absolute_error: 0.0518, mean_prior_absolute_error: 0.229, weighted_recall: 0.9074, number_of_instances: 1728, precision: 0.908, predictive_accuracy: 0.9074, prior_entropy: 1.2058, relative_absolute_error: 0.2263, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1713, root_relative_squared_error: 0.5067, unweighted_recall: 0.7817,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9926, f_measure: 0.9464, kappa: 0.883, kb_relative_information_score: 0.8857, mean_absolute_error: 0.0316, mean_prior_absolute_error: 0.229, weighted_recall: 0.9462, number_of_instances: 1728, precision: 0.9471, predictive_accuracy: 0.9462, prior_entropy: 1.2058, relative_absolute_error: 0.1382, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1315, root_relative_squared_error: 0.3888, unweighted_recall: 0.918,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9815, f_measure: 0.8916, kappa: 0.764, kb_relative_information_score: 0.7628, mean_absolute_error: 0.0639, mean_prior_absolute_error: 0.229, weighted_recall: 0.8906, number_of_instances: 1728, precision: 0.8932, predictive_accuracy: 0.8906, prior_entropy: 1.2058, relative_absolute_error: 0.2789, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1846, root_relative_squared_error: 0.5461, unweighted_recall: 0.7338,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9891, f_measure: 0.9201, kappa: 0.8253, kb_relative_information_score: 0.8374, mean_absolute_error: 0.0448, mean_prior_absolute_error: 0.229, weighted_recall: 0.919, number_of_instances: 1728, precision: 0.9221, predictive_accuracy: 0.919, prior_entropy: 1.2058, relative_absolute_error: 0.1957, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1563, root_relative_squared_error: 0.4622, unweighted_recall: 0.8297,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9897, f_measure: 0.9244, kappa: 0.8356, kb_relative_information_score: 0.8467, mean_absolute_error: 0.0429, mean_prior_absolute_error: 0.229, weighted_recall: 0.9236, number_of_instances: 1728, precision: 0.9258, predictive_accuracy: 0.9236, prior_entropy: 1.2058, relative_absolute_error: 0.1874, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1515, root_relative_squared_error: 0.4482, unweighted_recall: 0.8334,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9832, f_measure: 0.898, kappa: 0.7787, kb_relative_information_score: 0.777, mean_absolute_error: 0.0598, mean_prior_absolute_error: 0.229, weighted_recall: 0.897, number_of_instances: 1728, precision: 0.8999, predictive_accuracy: 0.897, prior_entropy: 1.2058, relative_absolute_error: 0.261, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1798, root_relative_squared_error: 0.5318, unweighted_recall: 0.7898,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9605, f_measure: 0.8234, kappa: 0.6172, kb_relative_information_score: 0.6364, mean_absolute_error: 0.0968, mean_prior_absolute_error: 0.229, weighted_recall: 0.8275, number_of_instances: 1728, precision: 0.8214, predictive_accuracy: 0.8275, prior_entropy: 1.2058, relative_absolute_error: 0.4226, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.2252, root_relative_squared_error: 0.6661, unweighted_recall: 0.5645,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8779, f_measure: 0.7188, kappa: 0.3867, kb_relative_information_score: 0.365, mean_absolute_error: 0.1492, mean_prior_absolute_error: 0.229, weighted_recall: 0.7471, number_of_instances: 1728, precision: 0.6978, predictive_accuracy: 0.7471, prior_entropy: 1.2058, relative_absolute_error: 0.6518, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.2829, root_relative_squared_error: 0.8367, unweighted_recall: 0.3607,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9623, f_measure: 0.8361, kappa: 0.6465, kb_relative_information_score: 0.6593, mean_absolute_error: 0.0911, mean_prior_absolute_error: 0.229, weighted_recall: 0.8356, number_of_instances: 1728, precision: 0.8383, predictive_accuracy: 0.8356, prior_entropy: 1.2058, relative_absolute_error: 0.3978, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.2221, root_relative_squared_error: 0.6568, unweighted_recall: 0.5889,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9689, f_measure: 0.8473, kappa: 0.6743, kb_relative_information_score: 0.6873, mean_absolute_error: 0.0846, mean_prior_absolute_error: 0.229, weighted_recall: 0.8524, number_of_instances: 1728, precision: 0.8456, predictive_accuracy: 0.8524, prior_entropy: 1.2058, relative_absolute_error: 0.3696, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.2115, root_relative_squared_error: 0.6255, unweighted_recall: 0.658,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.99, f_measure: 0.9377, kappa: 0.8637, kb_relative_information_score: 0.8578, mean_absolute_error: 0.0394, mean_prior_absolute_error: 0.229, weighted_recall: 0.9375, number_of_instances: 1728, precision: 0.9379, predictive_accuracy: 0.9375, prior_entropy: 1.2058, relative_absolute_error: 0.1722, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1482, root_relative_squared_error: 0.4382, unweighted_recall: 0.8655,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9882, f_measure: 0.9204, kappa: 0.8252, kb_relative_information_score: 0.8498, mean_absolute_error: 0.0406, mean_prior_absolute_error: 0.229, weighted_recall: 0.9201, number_of_instances: 1728, precision: 0.9215, predictive_accuracy: 0.9201, prior_entropy: 1.2058, relative_absolute_error: 0.1771, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1545, root_relative_squared_error: 0.4571, unweighted_recall: 0.8311,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9812, f_measure: 0.8943, kappa: 0.7697, kb_relative_information_score: 0.7669, mean_absolute_error: 0.0634, mean_prior_absolute_error: 0.229, weighted_recall: 0.8929, number_of_instances: 1728, precision: 0.8961, predictive_accuracy: 0.8929, prior_entropy: 1.2058, relative_absolute_error: 0.2768, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1841, root_relative_squared_error: 0.5445, unweighted_recall: 0.7652,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9812, f_measure: 0.8871, kappa: 0.7563, kb_relative_information_score: 0.7777, mean_absolute_error: 0.0584, mean_prior_absolute_error: 0.229, weighted_recall: 0.8877, number_of_instances: 1728, precision: 0.8878, predictive_accuracy: 0.8877, prior_entropy: 1.2058, relative_absolute_error: 0.2552, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1833, root_relative_squared_error: 0.542, unweighted_recall: 0.7191,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9918, f_measure: 0.9499, kappa: 0.8903, kb_relative_information_score: 0.883, mean_absolute_error: 0.0322, mean_prior_absolute_error: 0.229, weighted_recall: 0.9491, number_of_instances: 1728, precision: 0.9518, predictive_accuracy: 0.9491, prior_entropy: 1.2058, relative_absolute_error: 0.1407, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1355, root_relative_squared_error: 0.4008, unweighted_recall: 0.9219,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9856, f_measure: 0.903, kappa: 0.7904, kb_relative_information_score: 0.7972, mean_absolute_error: 0.0553, mean_prior_absolute_error: 0.229, weighted_recall: 0.9016, number_of_instances: 1728, precision: 0.9074, predictive_accuracy: 0.9016, prior_entropy: 1.2058, relative_absolute_error: 0.2416, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1725, root_relative_squared_error: 0.5102, unweighted_recall: 0.7752,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9806, f_measure: 0.9418, kappa: 0.8731, kb_relative_information_score: 0.8891, mean_absolute_error: 0.0263, mean_prior_absolute_error: 0.229, weighted_recall: 0.9421, number_of_instances: 1728, precision: 0.9416, predictive_accuracy: 0.9421, prior_entropy: 1.2058, relative_absolute_error: 0.1149, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1396, root_relative_squared_error: 0.4129, unweighted_recall: 0.8466,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9691, f_measure: 0.8528, kappa: 0.685, kb_relative_information_score: 0.698, mean_absolute_error: 0.0814, mean_prior_absolute_error: 0.229, weighted_recall: 0.8547, number_of_instances: 1728, precision: 0.8545, predictive_accuracy: 0.8547, prior_entropy: 1.2058, relative_absolute_error: 0.3557, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.2096, root_relative_squared_error: 0.6198, unweighted_recall: 0.6408,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9839, f_measure: 0.9063, kappa: 0.797, kb_relative_information_score: 0.7931, mean_absolute_error: 0.0564, mean_prior_absolute_error: 0.229, weighted_recall: 0.9063, number_of_instances: 1728, precision: 0.9072, predictive_accuracy: 0.9063, prior_entropy: 1.2058, relative_absolute_error: 0.2464, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1721, root_relative_squared_error: 0.5089, unweighted_recall: 0.8271,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9826, f_measure: 0.8876, kappa: 0.7558, kb_relative_information_score: 0.7749, mean_absolute_error: 0.0609, mean_prior_absolute_error: 0.229, weighted_recall: 0.8872, number_of_instances: 1728, precision: 0.8886, predictive_accuracy: 0.8872, prior_entropy: 1.2058, relative_absolute_error: 0.2661, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1813, root_relative_squared_error: 0.5361, unweighted_recall: 0.7368,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9838, f_measure: 0.9003, kappa: 0.7851, kb_relative_information_score: 0.7863, mean_absolute_error: 0.0583, mean_prior_absolute_error: 0.229, weighted_recall: 0.8999, number_of_instances: 1728, precision: 0.9026, predictive_accuracy: 0.8999, prior_entropy: 1.2058, relative_absolute_error: 0.2547, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1781, root_relative_squared_error: 0.5266, unweighted_recall: 0.7643,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9755, f_measure: 0.8702, kappa: 0.7181, kb_relative_information_score: 0.7345, mean_absolute_error: 0.0713, mean_prior_absolute_error: 0.229, weighted_recall: 0.8704, number_of_instances: 1728, precision: 0.8706, predictive_accuracy: 0.8704, prior_entropy: 1.2058, relative_absolute_error: 0.3114, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1949, root_relative_squared_error: 0.5765, unweighted_recall: 0.7416,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9865, f_measure: 0.9134, kappa: 0.8103, kb_relative_information_score: 0.8149, mean_absolute_error: 0.0518, mean_prior_absolute_error: 0.229, weighted_recall: 0.9115, number_of_instances: 1728, precision: 0.9163, predictive_accuracy: 0.9115, prior_entropy: 1.2058, relative_absolute_error: 0.2262, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1663, root_relative_squared_error: 0.4919, unweighted_recall: 0.8239,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9847, f_measure: 0.9066, kappa: 0.7998, kb_relative_information_score: 0.8015, mean_absolute_error: 0.0536, mean_prior_absolute_error: 0.229, weighted_recall: 0.9063, number_of_instances: 1728, precision: 0.9102, predictive_accuracy: 0.9063, prior_entropy: 1.2058, relative_absolute_error: 0.2343, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1728, root_relative_squared_error: 0.5112, unweighted_recall: 0.7749,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9834, f_measure: 0.9002, kappa: 0.7856, kb_relative_information_score: 0.7847, mean_absolute_error: 0.0595, mean_prior_absolute_error: 0.229, weighted_recall: 0.8999, number_of_instances: 1728, precision: 0.9035, predictive_accuracy: 0.8999, prior_entropy: 1.2058, relative_absolute_error: 0.2599, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1781, root_relative_squared_error: 0.5267, unweighted_recall: 0.7506,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9878, f_measure: 0.929, kappa: 0.846, kb_relative_information_score: 0.833, mean_absolute_error: 0.0465, mean_prior_absolute_error: 0.229, weighted_recall: 0.9277, number_of_instances: 1728, precision: 0.9319, predictive_accuracy: 0.9277, prior_entropy: 1.2058, relative_absolute_error: 0.203, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1575, root_relative_squared_error: 0.4659, unweighted_recall: 0.8772,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8908, f_measure: 0.7461, kappa: 0.441, kb_relative_information_score: 0.4398, mean_absolute_error: 0.1362, mean_prior_absolute_error: 0.229, weighted_recall: 0.761, number_of_instances: 1728, precision: 0.7403, predictive_accuracy: 0.761, prior_entropy: 1.2058, relative_absolute_error: 0.5949, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.2772, root_relative_squared_error: 0.8198, unweighted_recall: 0.436,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9797, f_measure: 0.8903, kappa: 0.7637, kb_relative_information_score: 0.7656, mean_absolute_error: 0.0644, mean_prior_absolute_error: 0.229, weighted_recall: 0.89, number_of_instances: 1728, precision: 0.8925, predictive_accuracy: 0.89, prior_entropy: 1.2058, relative_absolute_error: 0.2813, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.185, root_relative_squared_error: 0.5472, unweighted_recall: 0.7662,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9681, f_measure: 0.8537, kappa: 0.6837, kb_relative_information_score: 0.6916, mean_absolute_error: 0.0837, mean_prior_absolute_error: 0.229, weighted_recall: 0.8524, number_of_instances: 1728, precision: 0.8576, predictive_accuracy: 0.8524, prior_entropy: 1.2058, relative_absolute_error: 0.3654, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.2099, root_relative_squared_error: 0.6207, unweighted_recall: 0.6705,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9765, f_measure: 0.8804, kappa: 0.7402, kb_relative_information_score: 0.737, mean_absolute_error: 0.0727, mean_prior_absolute_error: 0.229, weighted_recall: 0.8785, number_of_instances: 1728, precision: 0.8832, predictive_accuracy: 0.8785, prior_entropy: 1.2058, relative_absolute_error: 0.3173, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1946, root_relative_squared_error: 0.5757, unweighted_recall: 0.7432,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9792, f_measure: 0.9019, kappa: 0.7859, kb_relative_information_score: 0.8239, mean_absolute_error: 0.0458, mean_prior_absolute_error: 0.229, weighted_recall: 0.901, number_of_instances: 1728, precision: 0.903, predictive_accuracy: 0.901, prior_entropy: 1.2058, relative_absolute_error: 0.1999, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1721, root_relative_squared_error: 0.5091, unweighted_recall: 0.7881,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.891, f_measure: 0.7516, kappa: 0.4492, kb_relative_information_score: 0.5442, mean_absolute_error: 0.1077, mean_prior_absolute_error: 0.229, weighted_recall: 0.7622, number_of_instances: 1728, precision: 0.744, predictive_accuracy: 0.7622, prior_entropy: 1.2058, relative_absolute_error: 0.4703, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.2744, root_relative_squared_error: 0.8115, unweighted_recall: 0.4633,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9902, f_measure: 0.9345, kappa: 0.8573, kb_relative_information_score: 0.8737, mean_absolute_error: 0.0339, mean_prior_absolute_error: 0.229, weighted_recall: 0.934, number_of_instances: 1728, precision: 0.9353, predictive_accuracy: 0.934, prior_entropy: 1.2058, relative_absolute_error: 0.1479, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1422, root_relative_squared_error: 0.4205, unweighted_recall: 0.8809,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9864, f_measure: 0.9139, kappa: 0.812, kb_relative_information_score: 0.8184, mean_absolute_error: 0.0502, mean_prior_absolute_error: 0.229, weighted_recall: 0.9126, number_of_instances: 1728, precision: 0.9156, predictive_accuracy: 0.9126, prior_entropy: 1.2058, relative_absolute_error: 0.2192, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1643, root_relative_squared_error: 0.4859, unweighted_recall: 0.8418,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9721, f_measure: 0.8623, kappa: 0.7044, kb_relative_information_score: 0.706, mean_absolute_error: 0.0789, mean_prior_absolute_error: 0.229, weighted_recall: 0.8623, number_of_instances: 1728, precision: 0.8646, predictive_accuracy: 0.8623, prior_entropy: 1.2058, relative_absolute_error: 0.3445, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.2066, root_relative_squared_error: 0.611, unweighted_recall: 0.7178,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9667, f_measure: 0.8415, kappa: 0.6595, kb_relative_information_score: 0.6576, mean_absolute_error: 0.0901, mean_prior_absolute_error: 0.229, weighted_recall: 0.842, number_of_instances: 1728, precision: 0.8432, predictive_accuracy: 0.842, prior_entropy: 1.2058, relative_absolute_error: 0.3935, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.2177, root_relative_squared_error: 0.644, unweighted_recall: 0.5913,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9663, f_measure: 0.8393, kappa: 0.6537, kb_relative_information_score: 0.6825, mean_absolute_error: 0.0845, mean_prior_absolute_error: 0.229, weighted_recall: 0.8397, number_of_instances: 1728, precision: 0.8406, predictive_accuracy: 0.8397, prior_entropy: 1.2058, relative_absolute_error: 0.3688, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.2147, root_relative_squared_error: 0.6351, unweighted_recall: 0.6083,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9629, f_measure: 0.8524, kappa: 0.6795, kb_relative_information_score: 0.7141, mean_absolute_error: 0.0708, mean_prior_absolute_error: 0.229, weighted_recall: 0.853, number_of_instances: 1728, precision: 0.8529, predictive_accuracy: 0.853, prior_entropy: 1.2058, relative_absolute_error: 0.3093, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.213, root_relative_squared_error: 0.63, unweighted_recall: 0.6397,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9856, f_measure: 0.9085, kappa: 0.802, kb_relative_information_score: 0.8098, mean_absolute_error: 0.0528, mean_prior_absolute_error: 0.229, weighted_recall: 0.908, number_of_instances: 1728, precision: 0.9102, predictive_accuracy: 0.908, prior_entropy: 1.2058, relative_absolute_error: 0.2304, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1694, root_relative_squared_error: 0.501, unweighted_recall: 0.8,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9686, f_measure: 0.8448, kappa: 0.6725, kb_relative_information_score: 0.6685, mean_absolute_error: 0.0887, mean_prior_absolute_error: 0.229, weighted_recall: 0.8478, number_of_instances: 1728, precision: 0.851, predictive_accuracy: 0.8478, prior_entropy: 1.2058, relative_absolute_error: 0.3874, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.215, root_relative_squared_error: 0.636, unweighted_recall: 0.6123,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9902, f_measure: 0.9278, kappa: 0.8427, kb_relative_information_score: 0.8403, mean_absolute_error: 0.0436, mean_prior_absolute_error: 0.229, weighted_recall: 0.9271, number_of_instances: 1728, precision: 0.929, predictive_accuracy: 0.9271, prior_entropy: 1.2058, relative_absolute_error: 0.1904, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1535, root_relative_squared_error: 0.4539, unweighted_recall: 0.8466,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9375, f_measure: 0.7833, kappa: 0.5364, kb_relative_information_score: 0.5441, mean_absolute_error: 0.1155, mean_prior_absolute_error: 0.229, weighted_recall: 0.794, number_of_instances: 1728, precision: 0.7793, predictive_accuracy: 0.794, prior_entropy: 1.2058, relative_absolute_error: 0.5045, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.2509, root_relative_squared_error: 0.7419, unweighted_recall: 0.4653,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.99, f_measure: 0.9438, kappa: 0.8771, kb_relative_information_score: 0.8729, mean_absolute_error: 0.0352, mean_prior_absolute_error: 0.229, weighted_recall: 0.9433, number_of_instances: 1728, precision: 0.9446, predictive_accuracy: 0.9433, prior_entropy: 1.2058, relative_absolute_error: 0.1538, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1406, root_relative_squared_error: 0.4159, unweighted_recall: 0.8946,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9139, f_measure: 0.7598, kappa: 0.474, kb_relative_information_score: 0.4837, mean_absolute_error: 0.1302, mean_prior_absolute_error: 0.229, weighted_recall: 0.7697, number_of_instances: 1728, precision: 0.7545, predictive_accuracy: 0.7697, prior_entropy: 1.2058, relative_absolute_error: 0.5687, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.2622, root_relative_squared_error: 0.7755, unweighted_recall: 0.4729,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9515, f_measure: 0.806, kappa: 0.5903, kb_relative_information_score: 0.5901, mean_absolute_error: 0.1065, mean_prior_absolute_error: 0.229, weighted_recall: 0.8171, number_of_instances: 1728, precision: 0.8131, predictive_accuracy: 0.8171, prior_entropy: 1.2058, relative_absolute_error: 0.4651, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.2366, root_relative_squared_error: 0.6996, unweighted_recall: 0.5174,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.984, f_measure: 0.9022, kappa: 0.7867, kb_relative_information_score: 0.7915, mean_absolute_error: 0.0567, mean_prior_absolute_error: 0.229, weighted_recall: 0.901, number_of_instances: 1728, precision: 0.9037, predictive_accuracy: 0.901, prior_entropy: 1.2058, relative_absolute_error: 0.2478, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1752, root_relative_squared_error: 0.5182, unweighted_recall: 0.7546,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9346, f_measure: 0.7782, kappa: 0.51, kb_relative_information_score: 0.5228, mean_absolute_error: 0.1186, mean_prior_absolute_error: 0.229, weighted_recall: 0.7928, number_of_instances: 1728, precision: 0.7723, predictive_accuracy: 0.7928, prior_entropy: 1.2058, relative_absolute_error: 0.5181, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.2475, root_relative_squared_error: 0.7321, unweighted_recall: 0.4785,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9902, f_measure: 0.9322, kappa: 0.8524, kb_relative_information_score: 0.8576, mean_absolute_error: 0.0387, mean_prior_absolute_error: 0.229, weighted_recall: 0.9317, number_of_instances: 1728, precision: 0.9331, predictive_accuracy: 0.9317, prior_entropy: 1.2058, relative_absolute_error: 0.169, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1474, root_relative_squared_error: 0.4359, unweighted_recall: 0.8527,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9739, f_measure: 0.862, kappa: 0.7008, kb_relative_information_score: 0.7167, mean_absolute_error: 0.0758, mean_prior_absolute_error: 0.229, weighted_recall: 0.8611, number_of_instances: 1728, precision: 0.864, predictive_accuracy: 0.8611, prior_entropy: 1.2058, relative_absolute_error: 0.3311, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.2033, root_relative_squared_error: 0.6012, unweighted_recall: 0.6725,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9776, f_measure: 0.8814, kappa: 0.7458, kb_relative_information_score: 0.7355, mean_absolute_error: 0.0716, mean_prior_absolute_error: 0.229, weighted_recall: 0.8819, number_of_instances: 1728, precision: 0.8843, predictive_accuracy: 0.8819, prior_entropy: 1.2058, relative_absolute_error: 0.3128, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1958, root_relative_squared_error: 0.5792, unweighted_recall: 0.6942,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9732, f_measure: 0.8674, kappa: 0.714, kb_relative_information_score: 0.7089, mean_absolute_error: 0.0761, mean_prior_absolute_error: 0.229, weighted_recall: 0.8663, number_of_instances: 1728, precision: 0.8707, predictive_accuracy: 0.8663, prior_entropy: 1.2058, relative_absolute_error: 0.3322, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.2033, root_relative_squared_error: 0.6014, unweighted_recall: 0.6605,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8849, f_measure: 0.7483, kappa: 0.4366, kb_relative_information_score: 0.4983, mean_absolute_error: 0.1195, mean_prior_absolute_error: 0.229, weighted_recall: 0.7622, number_of_instances: 1728, precision: 0.7413, predictive_accuracy: 0.7622, prior_entropy: 1.2058, relative_absolute_error: 0.5218, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.2734, root_relative_squared_error: 0.8087, unweighted_recall: 0.4853,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9678, f_measure: 0.8388, kappa: 0.6502, kb_relative_information_score: 0.6808, mean_absolute_error: 0.0834, mean_prior_absolute_error: 0.229, weighted_recall: 0.842, number_of_instances: 1728, precision: 0.8369, predictive_accuracy: 0.842, prior_entropy: 1.2058, relative_absolute_error: 0.3644, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.2149, root_relative_squared_error: 0.6356, unweighted_recall: 0.6022,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9515, f_measure: 0.8105, kappa: 0.5963, kb_relative_information_score: 0.6076, mean_absolute_error: 0.1024, mean_prior_absolute_error: 0.229, weighted_recall: 0.8166, number_of_instances: 1728, precision: 0.8092, predictive_accuracy: 0.8166, prior_entropy: 1.2058, relative_absolute_error: 0.4471, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.2345, root_relative_squared_error: 0.6935, unweighted_recall: 0.5835,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9623, f_measure: 0.8368, kappa: 0.642, kb_relative_information_score: 0.7011, mean_absolute_error: 0.0771, mean_prior_absolute_error: 0.229, weighted_recall: 0.8391, number_of_instances: 1728, precision: 0.835, predictive_accuracy: 0.8391, prior_entropy: 1.2058, relative_absolute_error: 0.3368, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.213, root_relative_squared_error: 0.63, unweighted_recall: 0.6712,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9837, f_measure: 0.8995, kappa: 0.7809, kb_relative_information_score: 0.7948, mean_absolute_error: 0.0568, mean_prior_absolute_error: 0.229, weighted_recall: 0.8976, number_of_instances: 1728, precision: 0.9023, predictive_accuracy: 0.8976, prior_entropy: 1.2058, relative_absolute_error: 0.2482, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.175, root_relative_squared_error: 0.5175, unweighted_recall: 0.7893,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9878, f_measure: 0.9161, kappa: 0.8181, kb_relative_information_score: 0.8308, mean_absolute_error: 0.045, mean_prior_absolute_error: 0.229, weighted_recall: 0.9167, number_of_instances: 1728, precision: 0.916, predictive_accuracy: 0.9167, prior_entropy: 1.2058, relative_absolute_error: 0.1965, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1611, root_relative_squared_error: 0.4764, unweighted_recall: 0.7876,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9685, f_measure: 0.8628, kappa: 0.7043, kb_relative_information_score: 0.7227, mean_absolute_error: 0.0709, mean_prior_absolute_error: 0.229, weighted_recall: 0.8646, number_of_instances: 1728, precision: 0.8625, predictive_accuracy: 0.8646, prior_entropy: 1.2058, relative_absolute_error: 0.3098, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.2053, root_relative_squared_error: 0.6073, unweighted_recall: 0.6432,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9611, f_measure: 0.8325, kappa: 0.6351, kb_relative_information_score: 0.6461, mean_absolute_error: 0.0927, mean_prior_absolute_error: 0.229, weighted_recall: 0.8368, number_of_instances: 1728, precision: 0.8311, predictive_accuracy: 0.8368, prior_entropy: 1.2058, relative_absolute_error: 0.4048, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.2233, root_relative_squared_error: 0.6604, unweighted_recall: 0.6231,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9842, f_measure: 0.9122, kappa: 0.8102, kb_relative_information_score: 0.8043, mean_absolute_error: 0.0544, mean_prior_absolute_error: 0.229, weighted_recall: 0.9115, number_of_instances: 1728, precision: 0.9145, predictive_accuracy: 0.9115, prior_entropy: 1.2058, relative_absolute_error: 0.2375, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1708, root_relative_squared_error: 0.5052, unweighted_recall: 0.8176,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9873, f_measure: 0.9189, kappa: 0.8239, kb_relative_information_score: 0.8217, mean_absolute_error: 0.0485, mean_prior_absolute_error: 0.229, weighted_recall: 0.9178, number_of_instances: 1728, precision: 0.9212, predictive_accuracy: 0.9178, prior_entropy: 1.2058, relative_absolute_error: 0.2116, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1631, root_relative_squared_error: 0.4825, unweighted_recall: 0.857,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9887, f_measure: 0.9452, kappa: 0.8808, kb_relative_information_score: 0.8862, mean_absolute_error: 0.0306, mean_prior_absolute_error: 0.229, weighted_recall: 0.945, number_of_instances: 1728, precision: 0.9459, predictive_accuracy: 0.945, prior_entropy: 1.2058, relative_absolute_error: 0.1336, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1376, root_relative_squared_error: 0.4068, unweighted_recall: 0.8847,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9463, f_measure: 0.8054, kappa: 0.5843, kb_relative_information_score: 0.5867, mean_absolute_error: 0.1069, mean_prior_absolute_error: 0.229, weighted_recall: 0.8108, number_of_instances: 1728, precision: 0.8057, predictive_accuracy: 0.8108, prior_entropy: 1.2058, relative_absolute_error: 0.4669, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.2381, root_relative_squared_error: 0.7043, unweighted_recall: 0.5465,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9712, f_measure: 0.8562, kappa: 0.6931, kb_relative_information_score: 0.6951, mean_absolute_error: 0.0826, mean_prior_absolute_error: 0.229, weighted_recall: 0.86, number_of_instances: 1728, precision: 0.8581, predictive_accuracy: 0.86, prior_entropy: 1.2058, relative_absolute_error: 0.3607, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.2088, root_relative_squared_error: 0.6176, unweighted_recall: 0.6356,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9419, f_measure: 0.7998, kappa: 0.5774, kb_relative_information_score: 0.5628, mean_absolute_error: 0.1113, mean_prior_absolute_error: 0.229, weighted_recall: 0.8096, number_of_instances: 1728, precision: 0.8016, predictive_accuracy: 0.8096, prior_entropy: 1.2058, relative_absolute_error: 0.4861, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.2452, root_relative_squared_error: 0.7253, unweighted_recall: 0.5069,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9769, f_measure: 0.8611, kappa: 0.7005, kb_relative_information_score: 0.7448, mean_absolute_error: 0.0684, mean_prior_absolute_error: 0.229, weighted_recall: 0.8623, number_of_instances: 1728, precision: 0.8614, predictive_accuracy: 0.8623, prior_entropy: 1.2058, relative_absolute_error: 0.2985, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1966, root_relative_squared_error: 0.5814, unweighted_recall: 0.6837,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9728, f_measure: 0.8764, kappa: 0.7302, kb_relative_information_score: 0.7383, mean_absolute_error: 0.0669, mean_prior_absolute_error: 0.229, weighted_recall: 0.8767, number_of_instances: 1728, precision: 0.8763, predictive_accuracy: 0.8767, prior_entropy: 1.2058, relative_absolute_error: 0.2924, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1989, root_relative_squared_error: 0.5883, unweighted_recall: 0.7161,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9848, f_measure: 0.9007, kappa: 0.7848, kb_relative_information_score: 0.7984, mean_absolute_error: 0.0558, mean_prior_absolute_error: 0.229, weighted_recall: 0.8993, number_of_instances: 1728, precision: 0.9036, predictive_accuracy: 0.8993, prior_entropy: 1.2058, relative_absolute_error: 0.2438, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1713, root_relative_squared_error: 0.5066, unweighted_recall: 0.776,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9355, f_measure: 0.7934, kappa: 0.548, kb_relative_information_score: 0.5364, mean_absolute_error: 0.1179, mean_prior_absolute_error: 0.229, weighted_recall: 0.805, number_of_instances: 1728, precision: 0.7895, predictive_accuracy: 0.805, prior_entropy: 1.2058, relative_absolute_error: 0.5147, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.2498, root_relative_squared_error: 0.7389, unweighted_recall: 0.5127,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9793, f_measure: 0.9327, kappa: 0.853, kb_relative_information_score: 0.8709, mean_absolute_error: 0.0328, mean_prior_absolute_error: 0.229, weighted_recall: 0.9323, number_of_instances: 1728, precision: 0.9332, predictive_accuracy: 0.9323, prior_entropy: 1.2058, relative_absolute_error: 0.1431, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1518, root_relative_squared_error: 0.449, unweighted_recall: 0.853,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9663, f_measure: 0.8533, kappa: 0.6818, kb_relative_information_score: 0.6813, mean_absolute_error: 0.0845, mean_prior_absolute_error: 0.229, weighted_recall: 0.8553, number_of_instances: 1728, precision: 0.8527, predictive_accuracy: 0.8553, prior_entropy: 1.2058, relative_absolute_error: 0.3692, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.2129, root_relative_squared_error: 0.6297, unweighted_recall: 0.6708,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9807, f_measure: 0.9505, kappa: 0.8919, kb_relative_information_score: 0.9113, mean_absolute_error: 0.0222, mean_prior_absolute_error: 0.229, weighted_recall: 0.9508, number_of_instances: 1728, precision: 0.9504, predictive_accuracy: 0.9508, prior_entropy: 1.2058, relative_absolute_error: 0.0971, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1301, root_relative_squared_error: 0.3848, unweighted_recall: 0.887,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9929, f_measure: 0.9521, kappa: 0.8957, kb_relative_information_score: 0.8997, mean_absolute_error: 0.028, mean_prior_absolute_error: 0.229, weighted_recall: 0.9514, number_of_instances: 1728, precision: 0.9534, predictive_accuracy: 0.9514, prior_entropy: 1.2058, relative_absolute_error: 0.1224, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1269, root_relative_squared_error: 0.3752, unweighted_recall: 0.9204,

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