Task
Supervised Classification on Fashion-MNIST

Supervised Classification on Fashion-MNIST

Task 146825 Supervised Classification Fashion-MNIST 451 runs submitted
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  • OpenML-CC18 study_218 study_99 vision
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9613, f_measure: 0.8556, kappa: 0.8404, kb_relative_information_score: 0.8482, mean_absolute_error: 0.0383, mean_prior_absolute_error: 0.18, number_of_instances: 70000, precision: 0.8556, predictive_accuracy: 0.8564, prior_entropy: 3.3219, recall: 0.8564, relative_absolute_error: 0.213, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1503, root_relative_squared_error: 0.5011,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9923, f_measure: 0.8934, kappa: 0.8822, kb_relative_information_score: 0.8843, mean_absolute_error: 0.0325, mean_prior_absolute_error: 0.18, number_of_instances: 70000, precision: 0.8934, predictive_accuracy: 0.894, prior_entropy: 3.3219, recall: 0.894, relative_absolute_error: 0.1803, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1233, root_relative_squared_error: 0.4111,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9566, f_measure: 0.8381, kappa: 0.8193, kb_relative_information_score: 0.8351, mean_absolute_error: 0.033, mean_prior_absolute_error: 0.18, number_of_instances: 70000, precision: 0.839, predictive_accuracy: 0.8373, prior_entropy: 3.3219, recall: 0.8373, relative_absolute_error: 0.1833, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1734, root_relative_squared_error: 0.578,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.993, f_measure: 0.8979, kappa: 0.8869, kb_relative_information_score: 0.9022, mean_absolute_error: 0.023, mean_prior_absolute_error: 0.18, number_of_instances: 70000, precision: 0.898, predictive_accuracy: 0.8982, prior_entropy: 3.3219, recall: 0.8982, relative_absolute_error: 0.1277, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.125, root_relative_squared_error: 0.4168,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9942, f_measure: 0.906, kappa: 0.896, kb_relative_information_score: 0.9083, mean_absolute_error: 0.0232, mean_prior_absolute_error: 0.18, number_of_instances: 70000, precision: 0.906, predictive_accuracy: 0.9064, prior_entropy: 3.3219, recall: 0.9064, relative_absolute_error: 0.1288, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1164, root_relative_squared_error: 0.3881,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 0.0588, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.18, number_of_instances: 70000, predictive_accuracy: 0.1, prior_entropy: 3.3219, recall: 0.1, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4243, root_relative_squared_error: 1.4142,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 0.0588, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.18, number_of_instances: 70000, predictive_accuracy: 0.1, prior_entropy: 3.3219, recall: 0.1, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4243, root_relative_squared_error: 1.4142,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9832, f_measure: 0.8279, kappa: 0.8102, kb_relative_information_score: 0.7894, mean_absolute_error: 0.0598, mean_prior_absolute_error: 0.18, number_of_instances: 70000, precision: 0.8289, predictive_accuracy: 0.8292, prior_entropy: 3.3219, recall: 0.8292, relative_absolute_error: 0.3323, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1575, root_relative_squared_error: 0.5249,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7153, f_measure: 0.6391, kappa: 0.5858, kb_relative_information_score: 0.6146, mean_absolute_error: 0.0763, mean_prior_absolute_error: 0.18, number_of_instances: 70000, precision: 0.693, predictive_accuracy: 0.6272, prior_entropy: 3.3219, recall: 0.6272, relative_absolute_error: 0.4241, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2677, root_relative_squared_error: 0.8924,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9835, f_measure: 0.831, kappa: 0.8135, kb_relative_information_score: 0.7921, mean_absolute_error: 0.0592, mean_prior_absolute_error: 0.18, number_of_instances: 70000, precision: 0.8318, predictive_accuracy: 0.8321, prior_entropy: 3.3219, recall: 0.8321, relative_absolute_error: 0.3287, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1565, root_relative_squared_error: 0.5215,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9929, f_measure: 0.897, kappa: 0.8862, kb_relative_information_score: 0.8901, mean_absolute_error: 0.0304, mean_prior_absolute_error: 0.18, number_of_instances: 70000, precision: 0.8969, predictive_accuracy: 0.8976, prior_entropy: 3.3219, recall: 0.8976, relative_absolute_error: 0.169, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1207, root_relative_squared_error: 0.4024,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9944, f_measure: 0.9107, kappa: 0.9012, kb_relative_information_score: 0.9113, mean_absolute_error: 0.0229, mean_prior_absolute_error: 0.18, number_of_instances: 70000, precision: 0.9107, predictive_accuracy: 0.911, prior_entropy: 3.3219, recall: 0.911, relative_absolute_error: 0.1274, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1135, root_relative_squared_error: 0.3784,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9834, f_measure: 0.8294, kappa: 0.8117, kb_relative_information_score: 0.7907, mean_absolute_error: 0.0595, mean_prior_absolute_error: 0.18, number_of_instances: 70000, precision: 0.8301, predictive_accuracy: 0.8305, prior_entropy: 3.3219, recall: 0.8305, relative_absolute_error: 0.3307, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1569, root_relative_squared_error: 0.5231,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9882, f_measure: 0.8761, kappa: 0.8634, kb_relative_information_score: 0.8661, mean_absolute_error: 0.0372, mean_prior_absolute_error: 0.18, number_of_instances: 70000, precision: 0.876, predictive_accuracy: 0.877, prior_entropy: 3.3219, recall: 0.877, relative_absolute_error: 0.2066, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1326, root_relative_squared_error: 0.442,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9862, f_measure: 0.8995, kappa: 0.8888, kb_relative_information_score: 0.9028, mean_absolute_error: 0.023, mean_prior_absolute_error: 0.18, number_of_instances: 70000, precision: 0.8995, predictive_accuracy: 0.8999, prior_entropy: 3.3219, recall: 0.8999, relative_absolute_error: 0.1278, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1246, root_relative_squared_error: 0.4155,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 0.0588, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.18, number_of_instances: 70000, predictive_accuracy: 0.1, prior_entropy: 3.3219, recall: 0.1, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4243, root_relative_squared_error: 1.4142,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 0.0588, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.18, number_of_instances: 70000, predictive_accuracy: 0.1, prior_entropy: 3.3219, recall: 0.1, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4243, root_relative_squared_error: 1.4142,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9947, f_measure: 0.9143, kappa: 0.9053, kb_relative_information_score: 0.9171, mean_absolute_error: 0.0178, mean_prior_absolute_error: 0.18, number_of_instances: 70000, precision: 0.9143, predictive_accuracy: 0.9148, prior_entropy: 3.3219, recall: 0.9148, relative_absolute_error: 0.0988, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1195, root_relative_squared_error: 0.3984,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5096, kappa: 0.0187, kb_relative_information_score: 0.0765, mean_absolute_error: 0.1766, mean_prior_absolute_error: 0.18, number_of_instances: 70000, predictive_accuracy: 0.1169, prior_entropy: 3.3219, recall: 0.1169, relative_absolute_error: 0.9813, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4202, root_relative_squared_error: 1.4008,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.993, f_measure: 0.8975, kappa: 0.8869, kb_relative_information_score: 0.8887, mean_absolute_error: 0.031, mean_prior_absolute_error: 0.18, number_of_instances: 70000, precision: 0.8975, predictive_accuracy: 0.8982, prior_entropy: 3.3219, recall: 0.8982, relative_absolute_error: 0.1721, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1206, root_relative_squared_error: 0.4019,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.991, f_measure: 0.8807, kappa: 0.8689, kb_relative_information_score: 0.8495, mean_absolute_error: 0.0451, mean_prior_absolute_error: 0.18, number_of_instances: 70000, precision: 0.8811, predictive_accuracy: 0.882, prior_entropy: 3.3219, recall: 0.882, relative_absolute_error: 0.2504, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.134, root_relative_squared_error: 0.4465,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9944, f_measure: 0.9081, kappa: 0.8986, kb_relative_information_score: 0.9069, mean_absolute_error: 0.0246, mean_prior_absolute_error: 0.18, number_of_instances: 70000, precision: 0.9082, predictive_accuracy: 0.9087, prior_entropy: 3.3219, recall: 0.9087, relative_absolute_error: 0.1368, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1142, root_relative_squared_error: 0.3808,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8883, f_measure: 0.7991, kappa: 0.7767, kb_relative_information_score: 0.7898, mean_absolute_error: 0.0402, mean_prior_absolute_error: 0.18, number_of_instances: 70000, precision: 0.7992, predictive_accuracy: 0.799, prior_entropy: 3.3219, recall: 0.799, relative_absolute_error: 0.2233, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2005, root_relative_squared_error: 0.6683,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9682, f_measure: 0.8795, kappa: 0.8666, kb_relative_information_score: 0.8759, mean_absolute_error: 0.0313, mean_prior_absolute_error: 0.18, number_of_instances: 70000, precision: 0.8795, predictive_accuracy: 0.8799, prior_entropy: 3.3219, recall: 0.8799, relative_absolute_error: 0.1739, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1361, root_relative_squared_error: 0.4538,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9313, f_measure: 0.8026, kappa: 0.7805, kb_relative_information_score: 0.7962, mean_absolute_error: 0.0454, mean_prior_absolute_error: 0.18, number_of_instances: 70000, precision: 0.8035, predictive_accuracy: 0.8025, prior_entropy: 3.3219, recall: 0.8025, relative_absolute_error: 0.252, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1861, root_relative_squared_error: 0.6203,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9943, f_measure: 0.9111, kappa: 0.9016, kb_relative_information_score: 0.9142, mean_absolute_error: 0.0207, mean_prior_absolute_error: 0.18, number_of_instances: 70000, precision: 0.9112, predictive_accuracy: 0.9114, prior_entropy: 3.3219, recall: 0.9114, relative_absolute_error: 0.1149, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1156, root_relative_squared_error: 0.3855,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9944, f_measure: 0.9108, kappa: 0.9015, kb_relative_information_score: 0.914, mean_absolute_error: 0.0191, mean_prior_absolute_error: 0.18, number_of_instances: 70000, precision: 0.911, predictive_accuracy: 0.9113, prior_entropy: 3.3219, recall: 0.9113, relative_absolute_error: 0.1063, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1197, root_relative_squared_error: 0.3991,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9946, f_measure: 0.9126, kappa: 0.9033, kb_relative_information_score: 0.9154, mean_absolute_error: 0.0206, mean_prior_absolute_error: 0.18, number_of_instances: 70000, precision: 0.9126, predictive_accuracy: 0.9129, prior_entropy: 3.3219, recall: 0.9129, relative_absolute_error: 0.1147, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1141, root_relative_squared_error: 0.3802,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9633, f_measure: 0.8742, kappa: 0.8608, kb_relative_information_score: 0.8732, mean_absolute_error: 0.0306, mean_prior_absolute_error: 0.18, number_of_instances: 70000, precision: 0.8741, predictive_accuracy: 0.8747, prior_entropy: 3.3219, recall: 0.8747, relative_absolute_error: 0.1701, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1415, root_relative_squared_error: 0.4717,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9946, f_measure: 0.9133, kappa: 0.9041, kb_relative_information_score: 0.9168, mean_absolute_error: 0.0188, mean_prior_absolute_error: 0.18, number_of_instances: 70000, precision: 0.9133, predictive_accuracy: 0.9137, prior_entropy: 3.3219, recall: 0.9137, relative_absolute_error: 0.1047, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1172, root_relative_squared_error: 0.3907,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8165, f_measure: 0.7711, kappa: 0.7229, kb_relative_information_score: 0.7451, mean_absolute_error: 0.0515, mean_prior_absolute_error: 0.18, number_of_instances: 70000, precision: 0.8256, predictive_accuracy: 0.7506, prior_entropy: 3.3219, recall: 0.7506, relative_absolute_error: 0.2862, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2161, root_relative_squared_error: 0.7204,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9941, f_measure: 0.9068, kappa: 0.8968, kb_relative_information_score: 0.9104, mean_absolute_error: 0.0213, mean_prior_absolute_error: 0.18, number_of_instances: 70000, precision: 0.9069, predictive_accuracy: 0.9071, prior_entropy: 3.3219, recall: 0.9071, relative_absolute_error: 0.1186, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1187, root_relative_squared_error: 0.3957,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9762, f_measure: 0.8932, kappa: 0.8818, kb_relative_information_score: 0.8935, mean_absolute_error: 0.0262, mean_prior_absolute_error: 0.18, number_of_instances: 70000, precision: 0.8932, predictive_accuracy: 0.8936, prior_entropy: 3.3219, recall: 0.8936, relative_absolute_error: 0.1453, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1283, root_relative_squared_error: 0.4275,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9939, f_measure: 0.9057, kappa: 0.8956, kb_relative_information_score: 0.9069, mean_absolute_error: 0.0239, mean_prior_absolute_error: 0.18, number_of_instances: 70000, precision: 0.9058, predictive_accuracy: 0.906, prior_entropy: 3.3219, recall: 0.906, relative_absolute_error: 0.1327, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1168, root_relative_squared_error: 0.3892,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9944, f_measure: 0.9119, kappa: 0.9026, kb_relative_information_score: 0.9153, mean_absolute_error: 0.0198, mean_prior_absolute_error: 0.18, number_of_instances: 70000, precision: 0.912, predictive_accuracy: 0.9123, prior_entropy: 3.3219, recall: 0.9123, relative_absolute_error: 0.1102, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1163, root_relative_squared_error: 0.3877,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9945, f_measure: 0.9112, kappa: 0.9019, kb_relative_information_score: 0.9155, mean_absolute_error: 0.0188, mean_prior_absolute_error: 0.18, number_of_instances: 70000, precision: 0.9113, predictive_accuracy: 0.9117, prior_entropy: 3.3219, recall: 0.9117, relative_absolute_error: 0.1046, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1189, root_relative_squared_error: 0.3962,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9941, f_measure: 0.9096, kappa: 0.8999, kb_relative_information_score: 0.9089, mean_absolute_error: 0.0238, mean_prior_absolute_error: 0.18, number_of_instances: 70000, precision: 0.9096, predictive_accuracy: 0.9099, prior_entropy: 3.3219, recall: 0.9099, relative_absolute_error: 0.1323, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1148, root_relative_squared_error: 0.3826,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9944, f_measure: 0.9119, kappa: 0.9026, kb_relative_information_score: 0.9148, mean_absolute_error: 0.0188, mean_prior_absolute_error: 0.18, number_of_instances: 70000, precision: 0.912, predictive_accuracy: 0.9124, prior_entropy: 3.3219, recall: 0.9124, relative_absolute_error: 0.1046, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1195, root_relative_squared_error: 0.3983,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9916, f_measure: 0.8856, kappa: 0.8746, kb_relative_information_score: 0.8467, mean_absolute_error: 0.0464, mean_prior_absolute_error: 0.18, number_of_instances: 70000, precision: 0.8861, predictive_accuracy: 0.8871, prior_entropy: 3.3219, recall: 0.8871, relative_absolute_error: 0.2577, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1343, root_relative_squared_error: 0.4477,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9916, f_measure: 0.8869, kappa: 0.8757, kb_relative_information_score: 0.8538, mean_absolute_error: 0.0437, mean_prior_absolute_error: 0.18, number_of_instances: 70000, precision: 0.8872, predictive_accuracy: 0.8881, prior_entropy: 3.3219, recall: 0.8881, relative_absolute_error: 0.2425, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1324, root_relative_squared_error: 0.4414,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.991, f_measure: 0.8807, kappa: 0.8689, kb_relative_information_score: 0.8495, mean_absolute_error: 0.0451, mean_prior_absolute_error: 0.18, number_of_instances: 70000, precision: 0.8811, predictive_accuracy: 0.882, prior_entropy: 3.3219, recall: 0.882, relative_absolute_error: 0.2504, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.134, root_relative_squared_error: 0.4465,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9798, f_measure: 0.8481, kappa: 0.8339, kb_relative_information_score: 0.8289, mean_absolute_error: 0.0488, mean_prior_absolute_error: 0.18, number_of_instances: 70000, precision: 0.849, predictive_accuracy: 0.8505, prior_entropy: 3.3219, recall: 0.8505, relative_absolute_error: 0.2711, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1492, root_relative_squared_error: 0.4974,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9686, f_measure: 0.7691, kappa: 0.7457, kb_relative_information_score: 0.7439, mean_absolute_error: 0.0671, mean_prior_absolute_error: 0.18, number_of_instances: 70000, precision: 0.7697, predictive_accuracy: 0.7711, prior_entropy: 3.3219, recall: 0.7711, relative_absolute_error: 0.3726, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1797, root_relative_squared_error: 0.599,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9702, f_measure: 0.8813, kappa: 0.8686, kb_relative_information_score: 0.878, mean_absolute_error: 0.0309, mean_prior_absolute_error: 0.18, number_of_instances: 70000, precision: 0.8813, predictive_accuracy: 0.8818, prior_entropy: 3.3219, recall: 0.8818, relative_absolute_error: 0.1716, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1347, root_relative_squared_error: 0.449,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9702, f_measure: 0.8813, kappa: 0.8686, kb_relative_information_score: 0.878, mean_absolute_error: 0.0309, mean_prior_absolute_error: 0.18, number_of_instances: 70000, precision: 0.8813, predictive_accuracy: 0.8818, prior_entropy: 3.3219, recall: 0.8818, relative_absolute_error: 0.1716, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1347, root_relative_squared_error: 0.449,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9702, f_measure: 0.8813, kappa: 0.8686, kb_relative_information_score: 0.878, mean_absolute_error: 0.0309, mean_prior_absolute_error: 0.18, number_of_instances: 70000, precision: 0.8813, predictive_accuracy: 0.8818, prior_entropy: 3.3219, recall: 0.8818, relative_absolute_error: 0.1716, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1347, root_relative_squared_error: 0.449,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6552, f_measure: 0.4175, kappa: 0.3337, kb_relative_information_score: 0.3761, mean_absolute_error: 0.1212, mean_prior_absolute_error: 0.18, number_of_instances: 70000, precision: 0.5336, predictive_accuracy: 0.4004, prior_entropy: 3.3219, recall: 0.4004, relative_absolute_error: 0.6736, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3414, root_relative_squared_error: 1.1381,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9935, f_measure: 0.9032, kappa: 0.8929, kb_relative_information_score: 0.9018, mean_absolute_error: 0.0263, mean_prior_absolute_error: 0.18, number_of_instances: 70000, precision: 0.9032, predictive_accuracy: 0.9036, prior_entropy: 3.3219, recall: 0.9036, relative_absolute_error: 0.1462, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1175, root_relative_squared_error: 0.3917,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.993, f_measure: 0.8973, kappa: 0.8866, kb_relative_information_score: 0.8877, mean_absolute_error: 0.0305, mean_prior_absolute_error: 0.18, number_of_instances: 70000, precision: 0.8974, predictive_accuracy: 0.8979, prior_entropy: 3.3219, recall: 0.8979, relative_absolute_error: 0.1695, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1205, root_relative_squared_error: 0.4017,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9862, f_measure: 0.8488, kappa: 0.8334, kb_relative_information_score: 0.823, mean_absolute_error: 0.0498, mean_prior_absolute_error: 0.18, number_of_instances: 70000, precision: 0.849, predictive_accuracy: 0.85, prior_entropy: 3.3219, recall: 0.85, relative_absolute_error: 0.2768, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1468, root_relative_squared_error: 0.4894,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 0.0588, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.18, number_of_instances: 70000, predictive_accuracy: 0.1, prior_entropy: 3.3219, recall: 0.1, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4243, root_relative_squared_error: 1.4142,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9006, f_measure: 0.8407, kappa: 0.8141, kb_relative_information_score: 0.8307, mean_absolute_error: 0.0341, mean_prior_absolute_error: 0.18, number_of_instances: 70000, precision: 0.8678, predictive_accuracy: 0.8327, prior_entropy: 3.3219, recall: 0.8327, relative_absolute_error: 0.1892, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1762, root_relative_squared_error: 0.5872,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8856, f_measure: 0.7908, kappa: 0.7672, kb_relative_information_score: 0.7809, mean_absolute_error: 0.0419, mean_prior_absolute_error: 0.18, number_of_instances: 70000, precision: 0.7912, predictive_accuracy: 0.7905, prior_entropy: 3.3219, recall: 0.7905, relative_absolute_error: 0.2328, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2047, root_relative_squared_error: 0.6824,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9003, f_measure: 0.8361, kappa: 0.8097, kb_relative_information_score: 0.8265, mean_absolute_error: 0.0375, mean_prior_absolute_error: 0.18, number_of_instances: 70000, precision: 0.862, predictive_accuracy: 0.8287, prior_entropy: 3.3219, recall: 0.8287, relative_absolute_error: 0.2083, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1736, root_relative_squared_error: 0.5786,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9945, f_measure: 0.9124, kappa: 0.903, kb_relative_information_score: 0.9166, mean_absolute_error: 0.0191, mean_prior_absolute_error: 0.18, number_of_instances: 70000, precision: 0.9124, predictive_accuracy: 0.9127, prior_entropy: 3.3219, recall: 0.9127, relative_absolute_error: 0.1061, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1168, root_relative_squared_error: 0.3892,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9006, f_measure: 0.8407, kappa: 0.8141, kb_relative_information_score: 0.8307, mean_absolute_error: 0.0341, mean_prior_absolute_error: 0.18, number_of_instances: 70000, precision: 0.8678, predictive_accuracy: 0.8327, prior_entropy: 3.3219, recall: 0.8327, relative_absolute_error: 0.1892, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1762, root_relative_squared_error: 0.5872,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9702, f_measure: 0.8813, kappa: 0.8686, kb_relative_information_score: 0.878, mean_absolute_error: 0.0309, mean_prior_absolute_error: 0.18, number_of_instances: 70000, precision: 0.8813, predictive_accuracy: 0.8818, prior_entropy: 3.3219, recall: 0.8818, relative_absolute_error: 0.1716, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1347, root_relative_squared_error: 0.449,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9702, f_measure: 0.8813, kappa: 0.8686, kb_relative_information_score: 0.878, mean_absolute_error: 0.0309, mean_prior_absolute_error: 0.18, number_of_instances: 70000, precision: 0.8813, predictive_accuracy: 0.8818, prior_entropy: 3.3219, recall: 0.8818, relative_absolute_error: 0.1716, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1347, root_relative_squared_error: 0.449,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9702, f_measure: 0.8813, kappa: 0.8686, kb_relative_information_score: 0.878, mean_absolute_error: 0.0309, mean_prior_absolute_error: 0.18, number_of_instances: 70000, precision: 0.8813, predictive_accuracy: 0.8818, prior_entropy: 3.3219, recall: 0.8818, relative_absolute_error: 0.1716, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1347, root_relative_squared_error: 0.449,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9702, f_measure: 0.8813, kappa: 0.8686, kb_relative_information_score: 0.878, mean_absolute_error: 0.0309, mean_prior_absolute_error: 0.18, number_of_instances: 70000, precision: 0.8813, predictive_accuracy: 0.8818, prior_entropy: 3.3219, recall: 0.8818, relative_absolute_error: 0.1716, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1347, root_relative_squared_error: 0.449,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9837, f_measure: 0.8312, kappa: 0.8139, kb_relative_information_score: 0.7951, mean_absolute_error: 0.0576, mean_prior_absolute_error: 0.18, number_of_instances: 70000, precision: 0.8318, predictive_accuracy: 0.8325, prior_entropy: 3.3219, recall: 0.8325, relative_absolute_error: 0.3202, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1554, root_relative_squared_error: 0.518,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9922, f_measure: 0.89, kappa: 0.8783, kb_relative_information_score: 0.8865, mean_absolute_error: 0.0309, mean_prior_absolute_error: 0.18, number_of_instances: 70000, precision: 0.89, predictive_accuracy: 0.8904, prior_entropy: 3.3219, recall: 0.8904, relative_absolute_error: 0.1717, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.125, root_relative_squared_error: 0.4166,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9366, f_measure: 0.8841, kappa: 0.8732, kb_relative_information_score: 0.8806, mean_absolute_error: 0.0228, mean_prior_absolute_error: 0.18, number_of_instances: 70000, precision: 0.8847, predictive_accuracy: 0.8859, prior_entropy: 3.3219, recall: 0.8859, relative_absolute_error: 0.1268, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1511, root_relative_squared_error: 0.5036,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9937, f_measure: 0.9042, kappa: 0.894, kb_relative_information_score: 0.9033, mean_absolute_error: 0.0254, mean_prior_absolute_error: 0.18, number_of_instances: 70000, precision: 0.9042, predictive_accuracy: 0.9046, prior_entropy: 3.3219, recall: 0.9046, relative_absolute_error: 0.141, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1173, root_relative_squared_error: 0.3909,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9937, f_measure: 0.9042, kappa: 0.894, kb_relative_information_score: 0.9033, mean_absolute_error: 0.0254, mean_prior_absolute_error: 0.18, number_of_instances: 70000, precision: 0.9042, predictive_accuracy: 0.9046, prior_entropy: 3.3219, recall: 0.9046, relative_absolute_error: 0.141, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1173, root_relative_squared_error: 0.3909,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9942, f_measure: 0.9087, kappa: 0.8989, kb_relative_information_score: 0.9108, mean_absolute_error: 0.0225, mean_prior_absolute_error: 0.18, number_of_instances: 70000, precision: 0.9087, predictive_accuracy: 0.909, prior_entropy: 3.3219, recall: 0.909, relative_absolute_error: 0.1248, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1155, root_relative_squared_error: 0.3849,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9942, f_measure: 0.9087, kappa: 0.8989, kb_relative_information_score: 0.9108, mean_absolute_error: 0.0225, mean_prior_absolute_error: 0.18, number_of_instances: 70000, precision: 0.9087, predictive_accuracy: 0.909, prior_entropy: 3.3219, recall: 0.909, relative_absolute_error: 0.1248, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1155, root_relative_squared_error: 0.3849,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9462, f_measure: 0.8451, kappa: 0.829, kb_relative_information_score: 0.836, mean_absolute_error: 0.0407, mean_prior_absolute_error: 0.18, number_of_instances: 70000, precision: 0.8448, predictive_accuracy: 0.8461, prior_entropy: 3.3219, recall: 0.8461, relative_absolute_error: 0.2261, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1579, root_relative_squared_error: 0.5262,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.993, f_measure: 0.898, kappa: 0.8874, kb_relative_information_score: 0.8903, mean_absolute_error: 0.0304, mean_prior_absolute_error: 0.18, number_of_instances: 70000, precision: 0.898, predictive_accuracy: 0.8986, prior_entropy: 3.3219, recall: 0.8986, relative_absolute_error: 0.1689, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1202, root_relative_squared_error: 0.4005,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9947, f_measure: 0.9142, kappa: 0.9052, kb_relative_information_score: 0.9172, mean_absolute_error: 0.0185, mean_prior_absolute_error: 0.18, number_of_instances: 70000, precision: 0.9143, predictive_accuracy: 0.9147, prior_entropy: 3.3219, recall: 0.9147, relative_absolute_error: 0.1028, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1172, root_relative_squared_error: 0.3908,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9569, f_measure: 0.8283, kappa: 0.8098, kb_relative_information_score: 0.8244, mean_absolute_error: 0.0398, mean_prior_absolute_error: 0.18, number_of_instances: 70000, precision: 0.828, predictive_accuracy: 0.8288, prior_entropy: 3.3219, recall: 0.8288, relative_absolute_error: 0.221, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1714, root_relative_squared_error: 0.5715,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9939, f_measure: 0.9054, kappa: 0.8953, kb_relative_information_score: 0.9081, mean_absolute_error: 0.0227, mean_prior_absolute_error: 0.18, number_of_instances: 70000, precision: 0.9055, predictive_accuracy: 0.9058, prior_entropy: 3.3219, recall: 0.9058, relative_absolute_error: 0.1261, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1178, root_relative_squared_error: 0.3926,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9863, f_measure: 0.85, kappa: 0.8347, kb_relative_information_score: 0.8237, mean_absolute_error: 0.0497, mean_prior_absolute_error: 0.18, number_of_instances: 70000, precision: 0.8502, predictive_accuracy: 0.8512, prior_entropy: 3.3219, recall: 0.8512, relative_absolute_error: 0.2759, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1466, root_relative_squared_error: 0.4885,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 0.0588, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.18, number_of_instances: 70000, predictive_accuracy: 0.1, prior_entropy: 3.3219, recall: 0.1, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4243, root_relative_squared_error: 1.4142,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9719, f_measure: 0.8826, kappa: 0.87, kb_relative_information_score: 0.8812, mean_absolute_error: 0.0294, mean_prior_absolute_error: 0.18, number_of_instances: 70000, precision: 0.8826, predictive_accuracy: 0.883, prior_entropy: 3.3219, recall: 0.883, relative_absolute_error: 0.1631, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.135, root_relative_squared_error: 0.45,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9522, f_measure: 0.8277, kappa: 0.8093, kb_relative_information_score: 0.8235, mean_absolute_error: 0.0411, mean_prior_absolute_error: 0.18, number_of_instances: 70000, precision: 0.8276, predictive_accuracy: 0.8283, prior_entropy: 3.3219, recall: 0.8283, relative_absolute_error: 0.2286, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1696, root_relative_squared_error: 0.5652,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.994, f_measure: 0.9077, kappa: 0.8979, kb_relative_information_score: 0.9096, mean_absolute_error: 0.0229, mean_prior_absolute_error: 0.18, number_of_instances: 70000, precision: 0.9078, predictive_accuracy: 0.9081, prior_entropy: 3.3219, recall: 0.9081, relative_absolute_error: 0.127, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1161, root_relative_squared_error: 0.387,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9732, f_measure: 0.7759, kappa: 0.7519, kb_relative_information_score: 0.5841, mean_absolute_error: 0.1125, mean_prior_absolute_error: 0.18, number_of_instances: 70000, precision: 0.7834, predictive_accuracy: 0.7767, prior_entropy: 3.3219, recall: 0.7767, relative_absolute_error: 0.6248, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2066, root_relative_squared_error: 0.6887,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9939, f_measure: 0.9072, kappa: 0.8972, kb_relative_information_score: 0.9066, mean_absolute_error: 0.0246, mean_prior_absolute_error: 0.18, number_of_instances: 70000, precision: 0.9072, predictive_accuracy: 0.9075, prior_entropy: 3.3219, recall: 0.9075, relative_absolute_error: 0.1367, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1156, root_relative_squared_error: 0.3854,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5803, f_measure: 0.2774, kappa: 0.1928, kb_relative_information_score: 0.2422, mean_absolute_error: 0.1457, mean_prior_absolute_error: 0.18, number_of_instances: 70000, precision: 0.3878, predictive_accuracy: 0.2735, prior_entropy: 3.3219, recall: 0.2735, relative_absolute_error: 0.8095, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3794, root_relative_squared_error: 1.2647,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9946, f_measure: 0.9121, kappa: 0.9027, kb_relative_information_score: 0.9138, mean_absolute_error: 0.0216, mean_prior_absolute_error: 0.18, number_of_instances: 70000, precision: 0.9121, predictive_accuracy: 0.9125, prior_entropy: 3.3219, recall: 0.9125, relative_absolute_error: 0.1199, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1134, root_relative_squared_error: 0.3781,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9946, f_measure: 0.9134, kappa: 0.9044, kb_relative_information_score: 0.9165, mean_absolute_error: 0.0178, mean_prior_absolute_error: 0.18, number_of_instances: 70000, precision: 0.9135, predictive_accuracy: 0.914, prior_entropy: 3.3219, recall: 0.914, relative_absolute_error: 0.0989, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1204, root_relative_squared_error: 0.4014,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9817, f_measure: 0.8189, kappa: 0.8003, kb_relative_information_score: 0.7654, mean_absolute_error: 0.066, mean_prior_absolute_error: 0.18, number_of_instances: 70000, precision: 0.8204, predictive_accuracy: 0.8203, prior_entropy: 3.3219, recall: 0.8203, relative_absolute_error: 0.3669, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1625, root_relative_squared_error: 0.5418,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.993, f_measure: 0.8988, kappa: 0.8881, kb_relative_information_score: 0.9027, mean_absolute_error: 0.0213, mean_prior_absolute_error: 0.18, number_of_instances: 70000, precision: 0.8988, predictive_accuracy: 0.8993, prior_entropy: 3.3219, recall: 0.8993, relative_absolute_error: 0.1182, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1284, root_relative_squared_error: 0.4282,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9903, f_measure: 0.8757, kappa: 0.8627, kb_relative_information_score: 0.8671, mean_absolute_error: 0.0371, mean_prior_absolute_error: 0.18, number_of_instances: 70000, precision: 0.8756, predictive_accuracy: 0.8765, prior_entropy: 3.3219, recall: 0.8765, relative_absolute_error: 0.2062, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1324, root_relative_squared_error: 0.4414,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9857, f_measure: 0.8458, kappa: 0.8301, kb_relative_information_score: 0.8172, mean_absolute_error: 0.0515, mean_prior_absolute_error: 0.18, number_of_instances: 70000, precision: 0.8461, predictive_accuracy: 0.8471, prior_entropy: 3.3219, recall: 0.8471, relative_absolute_error: 0.286, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1486, root_relative_squared_error: 0.4954,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9898, f_measure: 0.8739, kappa: 0.8609, kb_relative_information_score: 0.862, mean_absolute_error: 0.0386, mean_prior_absolute_error: 0.18, number_of_instances: 70000, precision: 0.8738, predictive_accuracy: 0.8748, prior_entropy: 3.3219, recall: 0.8748, relative_absolute_error: 0.2143, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1334, root_relative_squared_error: 0.4447,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9857, f_measure: 0.8458, kappa: 0.83, kb_relative_information_score: 0.8172, mean_absolute_error: 0.0515, mean_prior_absolute_error: 0.18, number_of_instances: 70000, precision: 0.846, predictive_accuracy: 0.847, prior_entropy: 3.3219, recall: 0.847, relative_absolute_error: 0.286, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1486, root_relative_squared_error: 0.4954,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9762, f_measure: 0.8872, kappa: 0.8751, kb_relative_information_score: 0.8865, mean_absolute_error: 0.0281, mean_prior_absolute_error: 0.18, number_of_instances: 70000, precision: 0.8871, predictive_accuracy: 0.8876, prior_entropy: 3.3219, recall: 0.8876, relative_absolute_error: 0.1559, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1316, root_relative_squared_error: 0.4388,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9935, f_measure: 0.9032, kappa: 0.8928, kb_relative_information_score: 0.901, mean_absolute_error: 0.0265, mean_prior_absolute_error: 0.18, number_of_instances: 70000, precision: 0.9032, predictive_accuracy: 0.9036, prior_entropy: 3.3219, recall: 0.9036, relative_absolute_error: 0.1474, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1177, root_relative_squared_error: 0.3922,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9835, f_measure: 0.8277, kappa: 0.811, kb_relative_information_score: 0.7797, mean_absolute_error: 0.0631, mean_prior_absolute_error: 0.18, number_of_instances: 70000, precision: 0.8287, predictive_accuracy: 0.8299, prior_entropy: 3.3219, recall: 0.8299, relative_absolute_error: 0.3503, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1584, root_relative_squared_error: 0.528,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9632, f_measure: 0.8232, kappa: 0.803, kb_relative_information_score: 0.8148, mean_absolute_error: 0.0355, mean_prior_absolute_error: 0.18, number_of_instances: 70000, precision: 0.8238, predictive_accuracy: 0.8227, prior_entropy: 3.3219, recall: 0.8227, relative_absolute_error: 0.197, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.188, root_relative_squared_error: 0.6267,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 0.0588, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.18, number_of_instances: 70000, predictive_accuracy: 0.1, prior_entropy: 3.3219, recall: 0.1, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4243, root_relative_squared_error: 1.4142,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9833, f_measure: 0.8772, kappa: 0.8643, kb_relative_information_score: 0.8696, mean_absolute_error: 0.0353, mean_prior_absolute_error: 0.18, number_of_instances: 70000, precision: 0.8771, predictive_accuracy: 0.8779, prior_entropy: 3.3219, recall: 0.8779, relative_absolute_error: 0.1963, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1337, root_relative_squared_error: 0.4456,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5065, kappa: 0.013, kb_relative_information_score: 0.071, mean_absolute_error: 0.1777, mean_prior_absolute_error: 0.18, number_of_instances: 70000, predictive_accuracy: 0.1117, prior_entropy: 3.3219, recall: 0.1117, relative_absolute_error: 0.987, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4215, root_relative_squared_error: 1.405,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9945, f_measure: 0.9125, kappa: 0.9034, kb_relative_information_score: 0.9153, mean_absolute_error: 0.0183, mean_prior_absolute_error: 0.18, number_of_instances: 70000, precision: 0.9126, predictive_accuracy: 0.913, prior_entropy: 3.3219, recall: 0.913, relative_absolute_error: 0.1015, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1204, root_relative_squared_error: 0.4014,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5092, kappa: 0.0219, kb_relative_information_score: 0.0796, mean_absolute_error: 0.1761, mean_prior_absolute_error: 0.18, number_of_instances: 70000, predictive_accuracy: 0.1197, prior_entropy: 3.3219, recall: 0.1197, relative_absolute_error: 0.9785, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4187, root_relative_squared_error: 1.3957,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9356, f_measure: 0.8831, kappa: 0.8712, kb_relative_information_score: 0.8788, mean_absolute_error: 0.0232, mean_prior_absolute_error: 0.18, number_of_instances: 70000, precision: 0.8843, predictive_accuracy: 0.8841, prior_entropy: 3.3219, recall: 0.8841, relative_absolute_error: 0.1288, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1522, root_relative_squared_error: 0.5075,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9947, f_measure: 0.9141, kappa: 0.9052, kb_relative_information_score: 0.9173, mean_absolute_error: 0.0178, mean_prior_absolute_error: 0.18, number_of_instances: 70000, precision: 0.9142, predictive_accuracy: 0.9147, prior_entropy: 3.3219, recall: 0.9147, relative_absolute_error: 0.0991, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1191, root_relative_squared_error: 0.397,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9947, f_measure: 0.9141, kappa: 0.9052, kb_relative_information_score: 0.9173, mean_absolute_error: 0.0178, mean_prior_absolute_error: 0.18, number_of_instances: 70000, precision: 0.9142, predictive_accuracy: 0.9147, prior_entropy: 3.3219, recall: 0.9147, relative_absolute_error: 0.0991, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1191, root_relative_squared_error: 0.397,

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

Using your favorite machine learning environment

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

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From your own software

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

OpenML APIs