OpenML
Supervised Classification on semeion

Supervised Classification on semeion

Task 9964 Supervised Classification semeion 20292 runs submitted
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  • OpenML-CC18 OpenML100 study_107 study_123 study_14 study_50 study_7 study_98 study_99
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20292 Runs

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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9961, f_measure: 0.9253, kappa: 0.917, kb_relative_information_score: 0.9097, mean_absolute_error: 0.0248, mean_prior_absolute_error: 0.18, weighted_recall: 0.9253, number_of_instances: 1593, precision: 0.9258, predictive_accuracy: 0.9253, prior_entropy: 3.3218, relative_absolute_error: 0.1377, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1048, root_relative_squared_error: 0.3494, unweighted_recall: 0.9251,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9933, f_measure: 0.9013, kappa: 0.8905, kb_relative_information_score: 0.9003, mean_absolute_error: 0.0225, mean_prior_absolute_error: 0.18, weighted_recall: 0.9014, number_of_instances: 1593, precision: 0.9023, predictive_accuracy: 0.9014, prior_entropy: 3.3218, relative_absolute_error: 0.1249, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1239, root_relative_squared_error: 0.4131, unweighted_recall: 0.9011,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9955, f_measure: 0.9253, kappa: 0.917, kb_relative_information_score: 0.9189, mean_absolute_error: 0.0193, mean_prior_absolute_error: 0.18, weighted_recall: 0.9253, number_of_instances: 1593, precision: 0.9262, predictive_accuracy: 0.9253, prior_entropy: 3.3218, relative_absolute_error: 0.1073, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1096, root_relative_squared_error: 0.3653, unweighted_recall: 0.9251,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9945, f_measure: 0.9072, kappa: 0.8968, kb_relative_information_score: 0.9095, mean_absolute_error: 0.0209, mean_prior_absolute_error: 0.18, weighted_recall: 0.9071, number_of_instances: 1593, precision: 0.9085, predictive_accuracy: 0.9071, prior_entropy: 3.3218, relative_absolute_error: 0.1161, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1188, root_relative_squared_error: 0.3961, unweighted_recall: 0.9067,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9954, f_measure: 0.9265, kappa: 0.9184, kb_relative_information_score: 0.9234, mean_absolute_error: 0.0184, mean_prior_absolute_error: 0.18, weighted_recall: 0.9266, number_of_instances: 1593, precision: 0.9272, predictive_accuracy: 0.9266, prior_entropy: 3.3218, relative_absolute_error: 0.1024, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1064, root_relative_squared_error: 0.3548, unweighted_recall: 0.9263,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9956, f_measure: 0.9228, kappa: 0.9142, kb_relative_information_score: 0.9155, mean_absolute_error: 0.0217, mean_prior_absolute_error: 0.18, weighted_recall: 0.9228, number_of_instances: 1593, precision: 0.9235, predictive_accuracy: 0.9228, prior_entropy: 3.3218, relative_absolute_error: 0.1205, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1064, root_relative_squared_error: 0.3546, unweighted_recall: 0.9226,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9947, f_measure: 0.9109, kappa: 0.901, kb_relative_information_score: 0.9083, mean_absolute_error: 0.0228, mean_prior_absolute_error: 0.18, weighted_recall: 0.9109, number_of_instances: 1593, precision: 0.9119, predictive_accuracy: 0.9109, prior_entropy: 3.3218, relative_absolute_error: 0.1266, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1138, root_relative_squared_error: 0.3792, unweighted_recall: 0.9106,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9946, f_measure: 0.9178, kappa: 0.9086, kb_relative_information_score: 0.9171, mean_absolute_error: 0.0188, mean_prior_absolute_error: 0.18, weighted_recall: 0.9178, number_of_instances: 1593, precision: 0.9183, predictive_accuracy: 0.9178, prior_entropy: 3.3218, relative_absolute_error: 0.1046, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.115, root_relative_squared_error: 0.3833, unweighted_recall: 0.9176,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9962, f_measure: 0.9303, kappa: 0.9226, kb_relative_information_score: 0.9275, mean_absolute_error: 0.0171, mean_prior_absolute_error: 0.18, weighted_recall: 0.9303, number_of_instances: 1593, precision: 0.9307, predictive_accuracy: 0.9303, prior_entropy: 3.3218, relative_absolute_error: 0.0952, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1045, root_relative_squared_error: 0.3484, unweighted_recall: 0.9301,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9962, f_measure: 0.9297, kappa: 0.9219, kb_relative_information_score: 0.9285, mean_absolute_error: 0.017, mean_prior_absolute_error: 0.18, weighted_recall: 0.9297, number_of_instances: 1593, precision: 0.9301, predictive_accuracy: 0.9297, prior_entropy: 3.3218, relative_absolute_error: 0.0945, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1032, root_relative_squared_error: 0.3441, unweighted_recall: 0.9295,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9955, f_measure: 0.9258, kappa: 0.9177, kb_relative_information_score: 0.9188, mean_absolute_error: 0.0204, mean_prior_absolute_error: 0.18, weighted_recall: 0.9259, number_of_instances: 1593, precision: 0.9265, predictive_accuracy: 0.9259, prior_entropy: 3.3218, relative_absolute_error: 0.1133, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1075, root_relative_squared_error: 0.3585, unweighted_recall: 0.9256,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9957, f_measure: 0.9231, kappa: 0.9149, kb_relative_information_score: 0.9235, mean_absolute_error: 0.0159, mean_prior_absolute_error: 0.18, weighted_recall: 0.9234, number_of_instances: 1593, precision: 0.9237, predictive_accuracy: 0.9234, prior_entropy: 3.3218, relative_absolute_error: 0.0881, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1141, root_relative_squared_error: 0.3802, unweighted_recall: 0.9231,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9354, f_measure: 0.8398, kappa: 0.8221, kb_relative_information_score: 0.835, mean_absolute_error: 0.0338, mean_prior_absolute_error: 0.18, weighted_recall: 0.8399, number_of_instances: 1593, precision: 0.8424, predictive_accuracy: 0.8399, prior_entropy: 3.3218, relative_absolute_error: 0.1877, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1706, root_relative_squared_error: 0.5687, unweighted_recall: 0.8394,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9939, f_measure: 0.9164, kappa: 0.9072, kb_relative_information_score: 0.9095, mean_absolute_error: 0.0227, mean_prior_absolute_error: 0.18, weighted_recall: 0.9165, number_of_instances: 1593, precision: 0.9169, predictive_accuracy: 0.9165, prior_entropy: 3.3218, relative_absolute_error: 0.1261, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1137, root_relative_squared_error: 0.3791, unweighted_recall: 0.9163,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9957, f_measure: 0.9302, kappa: 0.9226, kb_relative_information_score: 0.9302, mean_absolute_error: 0.0151, mean_prior_absolute_error: 0.18, weighted_recall: 0.9303, number_of_instances: 1593, precision: 0.9306, predictive_accuracy: 0.9303, prior_entropy: 3.3218, relative_absolute_error: 0.084, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.108, root_relative_squared_error: 0.36, unweighted_recall: 0.9301,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9957, f_measure: 0.9271, kappa: 0.9191, kb_relative_information_score: 0.9289, mean_absolute_error: 0.0174, mean_prior_absolute_error: 0.18, weighted_recall: 0.9272, number_of_instances: 1593, precision: 0.9276, predictive_accuracy: 0.9272, prior_entropy: 3.3218, relative_absolute_error: 0.0964, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1023, root_relative_squared_error: 0.3411, unweighted_recall: 0.9269,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.994, f_measure: 0.9088, kappa: 0.8989, kb_relative_information_score: 0.9001, mean_absolute_error: 0.0246, mean_prior_absolute_error: 0.18, weighted_recall: 0.909, number_of_instances: 1593, precision: 0.9099, predictive_accuracy: 0.909, prior_entropy: 3.3218, relative_absolute_error: 0.1365, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1176, root_relative_squared_error: 0.3921, unweighted_recall: 0.9086,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.994, f_measure: 0.9079, kappa: 0.8975, kb_relative_information_score: 0.9118, mean_absolute_error: 0.02, mean_prior_absolute_error: 0.18, weighted_recall: 0.9077, number_of_instances: 1593, precision: 0.9088, predictive_accuracy: 0.9077, prior_entropy: 3.3218, relative_absolute_error: 0.1114, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1194, root_relative_squared_error: 0.3981, unweighted_recall: 0.9074,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9949, f_measure: 0.9261, kappa: 0.9177, kb_relative_information_score: 0.9237, mean_absolute_error: 0.0186, mean_prior_absolute_error: 0.18, weighted_recall: 0.9259, number_of_instances: 1593, precision: 0.9271, predictive_accuracy: 0.9259, prior_entropy: 3.3218, relative_absolute_error: 0.1033, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1073, root_relative_squared_error: 0.3576, unweighted_recall: 0.9257,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9939, f_measure: 0.9048, kappa: 0.894, kb_relative_information_score: 0.8829, mean_absolute_error: 0.0327, mean_prior_absolute_error: 0.18, weighted_recall: 0.9046, number_of_instances: 1593, precision: 0.9057, predictive_accuracy: 0.9046, prior_entropy: 3.3218, relative_absolute_error: 0.1815, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1183, root_relative_squared_error: 0.3942, unweighted_recall: 0.9043,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9951, f_measure: 0.9145, kappa: 0.9051, kb_relative_information_score: 0.9147, mean_absolute_error: 0.0179, mean_prior_absolute_error: 0.18, weighted_recall: 0.9146, number_of_instances: 1593, precision: 0.9155, predictive_accuracy: 0.9146, prior_entropy: 3.3218, relative_absolute_error: 0.0995, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1203, root_relative_squared_error: 0.401, unweighted_recall: 0.9143,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.995, f_measure: 0.9178, kappa: 0.9086, kb_relative_information_score: 0.9192, mean_absolute_error: 0.0179, mean_prior_absolute_error: 0.18, weighted_recall: 0.9178, number_of_instances: 1593, precision: 0.9187, predictive_accuracy: 0.9178, prior_entropy: 3.3218, relative_absolute_error: 0.0997, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1134, root_relative_squared_error: 0.378, unweighted_recall: 0.9174,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9965, f_measure: 0.9315, kappa: 0.924, kb_relative_information_score: 0.9309, mean_absolute_error: 0.0159, mean_prior_absolute_error: 0.18, weighted_recall: 0.9316, number_of_instances: 1593, precision: 0.9323, predictive_accuracy: 0.9316, prior_entropy: 3.3218, relative_absolute_error: 0.0886, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1036, root_relative_squared_error: 0.3452, unweighted_recall: 0.9314,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9947, f_measure: 0.9239, kappa: 0.9156, kb_relative_information_score: 0.9198, mean_absolute_error: 0.0193, mean_prior_absolute_error: 0.18, weighted_recall: 0.924, number_of_instances: 1593, precision: 0.9246, predictive_accuracy: 0.924, prior_entropy: 3.3218, relative_absolute_error: 0.1075, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1089, root_relative_squared_error: 0.363, unweighted_recall: 0.9237,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9935, f_measure: 0.9021, kappa: 0.8912, kb_relative_information_score: 0.8469, mean_absolute_error: 0.0455, mean_prior_absolute_error: 0.18, weighted_recall: 0.9021, number_of_instances: 1593, precision: 0.9026, predictive_accuracy: 0.9021, prior_entropy: 3.3218, relative_absolute_error: 0.253, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1267, root_relative_squared_error: 0.4223, unweighted_recall: 0.9017,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9957, f_measure: 0.9285, kappa: 0.9205, kb_relative_information_score: 0.9277, mean_absolute_error: 0.0175, mean_prior_absolute_error: 0.18, weighted_recall: 0.9284, number_of_instances: 1593, precision: 0.9287, predictive_accuracy: 0.9284, prior_entropy: 3.3218, relative_absolute_error: 0.0971, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1049, root_relative_squared_error: 0.3497, unweighted_recall: 0.9282,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9782, f_measure: 0.8083, kappa: 0.7886, kb_relative_information_score: 0.6158, mean_absolute_error: 0.1061, mean_prior_absolute_error: 0.18, weighted_recall: 0.8098, number_of_instances: 1593, precision: 0.8103, predictive_accuracy: 0.8098, prior_entropy: 3.3218, relative_absolute_error: 0.5894, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1972, root_relative_squared_error: 0.6572, unweighted_recall: 0.8092,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9956, f_measure: 0.9191, kappa: 0.91, kb_relative_information_score: 0.8905, mean_absolute_error: 0.0318, mean_prior_absolute_error: 0.18, weighted_recall: 0.919, number_of_instances: 1593, precision: 0.9195, predictive_accuracy: 0.919, prior_entropy: 3.3218, relative_absolute_error: 0.1765, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1101, root_relative_squared_error: 0.3672, unweighted_recall: 0.9188,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9936, f_measure: 0.8985, kappa: 0.887, kb_relative_information_score: 0.9009, mean_absolute_error: 0.0218, mean_prior_absolute_error: 0.18, weighted_recall: 0.8983, number_of_instances: 1593, precision: 0.8996, predictive_accuracy: 0.8983, prior_entropy: 3.3218, relative_absolute_error: 0.1212, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1256, root_relative_squared_error: 0.4188, unweighted_recall: 0.8979,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9972, f_measure: 0.9366, kappa: 0.9296, kb_relative_information_score: 0.9368, mean_absolute_error: 0.0149, mean_prior_absolute_error: 0.18, weighted_recall: 0.9366, number_of_instances: 1593, precision: 0.937, predictive_accuracy: 0.9366, prior_entropy: 3.3218, relative_absolute_error: 0.083, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0977, root_relative_squared_error: 0.3257, unweighted_recall: 0.9364,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9954, f_measure: 0.9291, kappa: 0.9212, kb_relative_information_score: 0.9246, mean_absolute_error: 0.0182, mean_prior_absolute_error: 0.18, weighted_recall: 0.9291, number_of_instances: 1593, precision: 0.9294, predictive_accuracy: 0.9291, prior_entropy: 3.3218, relative_absolute_error: 0.1013, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1048, root_relative_squared_error: 0.3494, unweighted_recall: 0.9289,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9956, f_measure: 0.9145, kappa: 0.9051, kb_relative_information_score: 0.9151, mean_absolute_error: 0.0201, mean_prior_absolute_error: 0.18, weighted_recall: 0.9146, number_of_instances: 1593, precision: 0.9152, predictive_accuracy: 0.9146, prior_entropy: 3.3218, relative_absolute_error: 0.1118, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1129, root_relative_squared_error: 0.3764, unweighted_recall: 0.9142,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9959, f_measure: 0.9197, kappa: 0.9107, kb_relative_information_score: 0.9185, mean_absolute_error: 0.0209, mean_prior_absolute_error: 0.18, weighted_recall: 0.9196, number_of_instances: 1593, precision: 0.9202, predictive_accuracy: 0.9196, prior_entropy: 3.3218, relative_absolute_error: 0.1161, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1054, root_relative_squared_error: 0.3513, unweighted_recall: 0.9195,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9932, f_measure: 0.9021, kappa: 0.8912, kb_relative_information_score: 0.8994, mean_absolute_error: 0.0237, mean_prior_absolute_error: 0.18, weighted_recall: 0.9021, number_of_instances: 1593, precision: 0.9026, predictive_accuracy: 0.9021, prior_entropy: 3.3218, relative_absolute_error: 0.1315, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1233, root_relative_squared_error: 0.4109, unweighted_recall: 0.9018,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9754, f_measure: 0.7997, kappa: 0.7796, kb_relative_information_score: 0.5722, mean_absolute_error: 0.1169, mean_prior_absolute_error: 0.18, weighted_recall: 0.8016, number_of_instances: 1593, precision: 0.8023, predictive_accuracy: 0.8016, prior_entropy: 3.3218, relative_absolute_error: 0.6497, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2105, root_relative_squared_error: 0.7016, unweighted_recall: 0.8011,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9957, f_measure: 0.9234, kappa: 0.9149, kb_relative_information_score: 0.9232, mean_absolute_error: 0.0194, mean_prior_absolute_error: 0.18, weighted_recall: 0.9234, number_of_instances: 1593, precision: 0.9242, predictive_accuracy: 0.9234, prior_entropy: 3.3218, relative_absolute_error: 0.1076, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1051, root_relative_squared_error: 0.3502, unweighted_recall: 0.9231,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9943, f_measure: 0.9159, kappa: 0.9065, kb_relative_information_score: 0.9169, mean_absolute_error: 0.0186, mean_prior_absolute_error: 0.18, weighted_recall: 0.9159, number_of_instances: 1593, precision: 0.9169, predictive_accuracy: 0.9159, prior_entropy: 3.3218, relative_absolute_error: 0.1031, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1165, root_relative_squared_error: 0.3884, unweighted_recall: 0.9157,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9941, f_measure: 0.9195, kappa: 0.9107, kb_relative_information_score: 0.9152, mean_absolute_error: 0.0196, mean_prior_absolute_error: 0.18, weighted_recall: 0.9196, number_of_instances: 1593, precision: 0.9198, predictive_accuracy: 0.9196, prior_entropy: 3.3218, relative_absolute_error: 0.1091, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1138, root_relative_squared_error: 0.3792, unweighted_recall: 0.9193,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9953, f_measure: 0.9335, kappa: 0.9261, kb_relative_information_score: 0.9255, mean_absolute_error: 0.0184, mean_prior_absolute_error: 0.18, weighted_recall: 0.9335, number_of_instances: 1593, precision: 0.9338, predictive_accuracy: 0.9335, prior_entropy: 3.3218, relative_absolute_error: 0.1023, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1035, root_relative_squared_error: 0.345, unweighted_recall: 0.9333,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9927, f_measure: 0.9008, kappa: 0.8898, kb_relative_information_score: 0.896, mean_absolute_error: 0.0252, mean_prior_absolute_error: 0.18, weighted_recall: 0.9008, number_of_instances: 1593, precision: 0.9017, predictive_accuracy: 0.9008, prior_entropy: 3.3218, relative_absolute_error: 0.1398, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1222, root_relative_squared_error: 0.4072, unweighted_recall: 0.9005,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9946, f_measure: 0.9166, kappa: 0.9072, kb_relative_information_score: 0.9142, mean_absolute_error: 0.0189, mean_prior_absolute_error: 0.18, weighted_recall: 0.9165, number_of_instances: 1593, precision: 0.9173, predictive_accuracy: 0.9165, prior_entropy: 3.3218, relative_absolute_error: 0.1047, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1168, root_relative_squared_error: 0.3894, unweighted_recall: 0.9163,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9939, f_measure: 0.9141, kappa: 0.9044, kb_relative_information_score: 0.907, mean_absolute_error: 0.023, mean_prior_absolute_error: 0.18, weighted_recall: 0.914, number_of_instances: 1593, precision: 0.9148, predictive_accuracy: 0.914, prior_entropy: 3.3218, relative_absolute_error: 0.1276, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.115, root_relative_squared_error: 0.3834, unweighted_recall: 0.9139,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9956, f_measure: 0.9236, kappa: 0.9149, kb_relative_information_score: 0.919, mean_absolute_error: 0.0209, mean_prior_absolute_error: 0.18, weighted_recall: 0.9234, number_of_instances: 1593, precision: 0.9242, predictive_accuracy: 0.9234, prior_entropy: 3.3218, relative_absolute_error: 0.1163, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.105, root_relative_squared_error: 0.3498, unweighted_recall: 0.9232,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9898, f_measure: 0.8789, kappa: 0.8661, kb_relative_information_score: 0.8708, mean_absolute_error: 0.0302, mean_prior_absolute_error: 0.18, weighted_recall: 0.8795, number_of_instances: 1593, precision: 0.8806, predictive_accuracy: 0.8795, prior_entropy: 3.3218, relative_absolute_error: 0.1679, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1356, root_relative_squared_error: 0.4521, unweighted_recall: 0.8789,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9943, f_measure: 0.923, kappa: 0.9142, kb_relative_information_score: 0.9204, mean_absolute_error: 0.0172, mean_prior_absolute_error: 0.18, weighted_recall: 0.9228, number_of_instances: 1593, precision: 0.9237, predictive_accuracy: 0.9228, prior_entropy: 3.3218, relative_absolute_error: 0.0958, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1135, root_relative_squared_error: 0.3784, unweighted_recall: 0.9225,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9957, f_measure: 0.9271, kappa: 0.9191, kb_relative_information_score: 0.9248, mean_absolute_error: 0.0193, mean_prior_absolute_error: 0.18, weighted_recall: 0.9272, number_of_instances: 1593, precision: 0.9276, predictive_accuracy: 0.9272, prior_entropy: 3.3218, relative_absolute_error: 0.1072, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1032, root_relative_squared_error: 0.3439, unweighted_recall: 0.9269,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9962, f_measure: 0.9353, kappa: 0.9282, kb_relative_information_score: 0.9309, mean_absolute_error: 0.0169, mean_prior_absolute_error: 0.18, weighted_recall: 0.9353, number_of_instances: 1593, precision: 0.936, predictive_accuracy: 0.9353, prior_entropy: 3.3218, relative_absolute_error: 0.094, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1, root_relative_squared_error: 0.3333, unweighted_recall: 0.9352,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9942, f_measure: 0.9146, kappa: 0.9051, kb_relative_information_score: 0.904, mean_absolute_error: 0.0255, mean_prior_absolute_error: 0.18, weighted_recall: 0.9146, number_of_instances: 1593, precision: 0.9151, predictive_accuracy: 0.9146, prior_entropy: 3.3218, relative_absolute_error: 0.1416, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1113, root_relative_squared_error: 0.3709, unweighted_recall: 0.9144,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.995, f_measure: 0.9183, kappa: 0.9093, kb_relative_information_score: 0.9182, mean_absolute_error: 0.0182, mean_prior_absolute_error: 0.18, weighted_recall: 0.9184, number_of_instances: 1593, precision: 0.9188, predictive_accuracy: 0.9184, prior_entropy: 3.3218, relative_absolute_error: 0.1012, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1135, root_relative_squared_error: 0.3782, unweighted_recall: 0.9181,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9963, f_measure: 0.9266, kappa: 0.9184, kb_relative_information_score: 0.9263, mean_absolute_error: 0.0181, mean_prior_absolute_error: 0.18, weighted_recall: 0.9266, number_of_instances: 1593, precision: 0.9272, predictive_accuracy: 0.9266, prior_entropy: 3.3218, relative_absolute_error: 0.1005, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1034, root_relative_squared_error: 0.3447, unweighted_recall: 0.9264,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9961, f_measure: 0.9272, kappa: 0.9191, kb_relative_information_score: 0.9247, mean_absolute_error: 0.0189, mean_prior_absolute_error: 0.18, weighted_recall: 0.9272, number_of_instances: 1593, precision: 0.9277, predictive_accuracy: 0.9272, prior_entropy: 3.3218, relative_absolute_error: 0.1051, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1022, root_relative_squared_error: 0.3406, unweighted_recall: 0.9269,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9962, f_measure: 0.9248, kappa: 0.9163, kb_relative_information_score: 0.9304, mean_absolute_error: 0.0163, mean_prior_absolute_error: 0.18, weighted_recall: 0.9247, number_of_instances: 1593, precision: 0.9255, predictive_accuracy: 0.9247, prior_entropy: 3.3218, relative_absolute_error: 0.0907, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1051, root_relative_squared_error: 0.3505, unweighted_recall: 0.9245,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9936, f_measure: 0.9127, kappa: 0.903, kb_relative_information_score: 0.9157, mean_absolute_error: 0.019, mean_prior_absolute_error: 0.18, weighted_recall: 0.9127, number_of_instances: 1593, precision: 0.9135, predictive_accuracy: 0.9127, prior_entropy: 3.3218, relative_absolute_error: 0.1055, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1184, root_relative_squared_error: 0.3947, unweighted_recall: 0.9125,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9958, f_measure: 0.9202, kappa: 0.9114, kb_relative_information_score: 0.9074, mean_absolute_error: 0.0245, mean_prior_absolute_error: 0.18, weighted_recall: 0.9203, number_of_instances: 1593, precision: 0.9205, predictive_accuracy: 0.9203, prior_entropy: 3.3218, relative_absolute_error: 0.1359, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1083, root_relative_squared_error: 0.361, unweighted_recall: 0.92,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9957, f_measure: 0.9234, kappa: 0.9149, kb_relative_information_score: 0.9243, mean_absolute_error: 0.0177, mean_prior_absolute_error: 0.18, weighted_recall: 0.9234, number_of_instances: 1593, precision: 0.9239, predictive_accuracy: 0.9234, prior_entropy: 3.3218, relative_absolute_error: 0.0983, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.108, root_relative_squared_error: 0.36, unweighted_recall: 0.9231,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9952, f_measure: 0.9216, kappa: 0.9128, kb_relative_information_score: 0.9219, mean_absolute_error: 0.0166, mean_prior_absolute_error: 0.18, weighted_recall: 0.9215, number_of_instances: 1593, precision: 0.9219, predictive_accuracy: 0.9215, prior_entropy: 3.3218, relative_absolute_error: 0.0924, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1147, root_relative_squared_error: 0.3824, unweighted_recall: 0.9212,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9951, f_measure: 0.9233, kappa: 0.9149, kb_relative_information_score: 0.9226, mean_absolute_error: 0.0174, mean_prior_absolute_error: 0.18, weighted_recall: 0.9234, number_of_instances: 1593, precision: 0.9236, predictive_accuracy: 0.9234, prior_entropy: 3.3218, relative_absolute_error: 0.0966, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1114, root_relative_squared_error: 0.3715, unweighted_recall: 0.9231,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9919, f_measure: 0.8917, kappa: 0.88, kb_relative_information_score: 0.8834, mean_absolute_error: 0.029, mean_prior_absolute_error: 0.18, weighted_recall: 0.892, number_of_instances: 1593, precision: 0.892, predictive_accuracy: 0.892, prior_entropy: 3.3218, relative_absolute_error: 0.1613, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1264, root_relative_squared_error: 0.4214, unweighted_recall: 0.8916,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9939, f_measure: 0.9203, kappa: 0.9114, kb_relative_information_score: 0.9113, mean_absolute_error: 0.0233, mean_prior_absolute_error: 0.18, weighted_recall: 0.9203, number_of_instances: 1593, precision: 0.9212, predictive_accuracy: 0.9203, prior_entropy: 3.3218, relative_absolute_error: 0.1294, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1092, root_relative_squared_error: 0.364, unweighted_recall: 0.9199,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9945, f_measure: 0.9236, kappa: 0.9149, kb_relative_information_score: 0.9183, mean_absolute_error: 0.0196, mean_prior_absolute_error: 0.18, weighted_recall: 0.9234, number_of_instances: 1593, precision: 0.9243, predictive_accuracy: 0.9234, prior_entropy: 3.3218, relative_absolute_error: 0.1089, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1096, root_relative_squared_error: 0.3653, unweighted_recall: 0.9232,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9888, f_measure: 0.8772, kappa: 0.864, kb_relative_information_score: 0.8657, mean_absolute_error: 0.0325, mean_prior_absolute_error: 0.18, weighted_recall: 0.8776, number_of_instances: 1593, precision: 0.8788, predictive_accuracy: 0.8776, prior_entropy: 3.3218, relative_absolute_error: 0.1808, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1357, root_relative_squared_error: 0.4523, unweighted_recall: 0.877,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9964, f_measure: 0.9328, kappa: 0.9254, kb_relative_information_score: 0.9324, mean_absolute_error: 0.0156, mean_prior_absolute_error: 0.18, weighted_recall: 0.9328, number_of_instances: 1593, precision: 0.9333, predictive_accuracy: 0.9328, prior_entropy: 3.3218, relative_absolute_error: 0.0865, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1043, root_relative_squared_error: 0.3477, unweighted_recall: 0.9326,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9953, f_measure: 0.9197, kappa: 0.9107, kb_relative_information_score: 0.9209, mean_absolute_error: 0.0169, mean_prior_absolute_error: 0.18, weighted_recall: 0.9196, number_of_instances: 1593, precision: 0.9202, predictive_accuracy: 0.9196, prior_entropy: 3.3218, relative_absolute_error: 0.0939, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1152, root_relative_squared_error: 0.3841, unweighted_recall: 0.9194,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9932, f_measure: 0.9107, kappa: 0.901, kb_relative_information_score: 0.9113, mean_absolute_error: 0.019, mean_prior_absolute_error: 0.18, weighted_recall: 0.9109, number_of_instances: 1593, precision: 0.9108, predictive_accuracy: 0.9109, prior_entropy: 3.3218, relative_absolute_error: 0.1058, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1221, root_relative_squared_error: 0.407, unweighted_recall: 0.9106,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9953, f_measure: 0.9334, kappa: 0.9261, kb_relative_information_score: 0.9285, mean_absolute_error: 0.017, mean_prior_absolute_error: 0.18, weighted_recall: 0.9335, number_of_instances: 1593, precision: 0.9337, predictive_accuracy: 0.9335, prior_entropy: 3.3218, relative_absolute_error: 0.0942, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1038, root_relative_squared_error: 0.3459, unweighted_recall: 0.9332,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9951, f_measure: 0.9259, kappa: 0.9177, kb_relative_information_score: 0.9221, mean_absolute_error: 0.0183, mean_prior_absolute_error: 0.18, weighted_recall: 0.9259, number_of_instances: 1593, precision: 0.9262, predictive_accuracy: 0.9259, prior_entropy: 3.3218, relative_absolute_error: 0.1016, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1088, root_relative_squared_error: 0.3627, unweighted_recall: 0.9256,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9956, f_measure: 0.9329, kappa: 0.9254, kb_relative_information_score: 0.9319, mean_absolute_error: 0.0154, mean_prior_absolute_error: 0.18, weighted_recall: 0.9328, number_of_instances: 1593, precision: 0.9331, predictive_accuracy: 0.9328, prior_entropy: 3.3218, relative_absolute_error: 0.0855, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1038, root_relative_squared_error: 0.3459, unweighted_recall: 0.9326,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9943, f_measure: 0.9135, kappa: 0.9037, kb_relative_information_score: 0.8952, mean_absolute_error: 0.0286, mean_prior_absolute_error: 0.18, weighted_recall: 0.9134, number_of_instances: 1593, precision: 0.9143, predictive_accuracy: 0.9134, prior_entropy: 3.3218, relative_absolute_error: 0.1589, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1119, root_relative_squared_error: 0.373, unweighted_recall: 0.9131,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9953, f_measure: 0.9284, kappa: 0.9205, kb_relative_information_score: 0.9218, mean_absolute_error: 0.0198, mean_prior_absolute_error: 0.18, weighted_recall: 0.9284, number_of_instances: 1593, precision: 0.9289, predictive_accuracy: 0.9284, prior_entropy: 3.3218, relative_absolute_error: 0.1099, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1046, root_relative_squared_error: 0.3487, unweighted_recall: 0.9283,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9912, f_measure: 0.9159, kappa: 0.9065, kb_relative_information_score: 0.9152, mean_absolute_error: 0.0185, mean_prior_absolute_error: 0.18, weighted_recall: 0.9159, number_of_instances: 1593, precision: 0.9165, predictive_accuracy: 0.9159, prior_entropy: 3.3218, relative_absolute_error: 0.1029, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1177, root_relative_squared_error: 0.3923, unweighted_recall: 0.9155,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9932, f_measure: 0.909, kappa: 0.8989, kb_relative_information_score: 0.9089, mean_absolute_error: 0.0211, mean_prior_absolute_error: 0.18, weighted_recall: 0.909, number_of_instances: 1593, precision: 0.9101, predictive_accuracy: 0.909, prior_entropy: 3.3218, relative_absolute_error: 0.1174, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1198, root_relative_squared_error: 0.3995, unweighted_recall: 0.9088,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9955, f_measure: 0.9236, kappa: 0.9149, kb_relative_information_score: 0.913, mean_absolute_error: 0.0231, mean_prior_absolute_error: 0.18, weighted_recall: 0.9234, number_of_instances: 1593, precision: 0.9246, predictive_accuracy: 0.9234, prior_entropy: 3.3218, relative_absolute_error: 0.1283, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1064, root_relative_squared_error: 0.3546, unweighted_recall: 0.9233,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9947, f_measure: 0.9172, kappa: 0.9079, kb_relative_information_score: 0.91, mean_absolute_error: 0.0228, mean_prior_absolute_error: 0.18, weighted_recall: 0.9171, number_of_instances: 1593, precision: 0.9186, predictive_accuracy: 0.9171, prior_entropy: 3.3218, relative_absolute_error: 0.1268, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1114, root_relative_squared_error: 0.3713, unweighted_recall: 0.9169,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9936, f_measure: 0.9114, kappa: 0.9016, kb_relative_information_score: 0.9101, mean_absolute_error: 0.02, mean_prior_absolute_error: 0.18, weighted_recall: 0.9115, number_of_instances: 1593, precision: 0.9118, predictive_accuracy: 0.9115, prior_entropy: 3.3218, relative_absolute_error: 0.1111, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1202, root_relative_squared_error: 0.4008, unweighted_recall: 0.9112,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9947, f_measure: 0.9195, kappa: 0.9107, kb_relative_information_score: 0.9158, mean_absolute_error: 0.0192, mean_prior_absolute_error: 0.18, weighted_recall: 0.9196, number_of_instances: 1593, precision: 0.9205, predictive_accuracy: 0.9196, prior_entropy: 3.3218, relative_absolute_error: 0.1069, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1143, root_relative_squared_error: 0.3811, unweighted_recall: 0.9194,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9945, f_measure: 0.9172, kappa: 0.9079, kb_relative_information_score: 0.9191, mean_absolute_error: 0.0179, mean_prior_absolute_error: 0.18, weighted_recall: 0.9171, number_of_instances: 1593, precision: 0.9179, predictive_accuracy: 0.9171, prior_entropy: 3.3218, relative_absolute_error: 0.0993, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1152, root_relative_squared_error: 0.3841, unweighted_recall: 0.9168,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9857, f_measure: 0.8546, kappa: 0.8382, kb_relative_information_score: 0.8517, mean_absolute_error: 0.0339, mean_prior_absolute_error: 0.18, weighted_recall: 0.8544, number_of_instances: 1593, precision: 0.8563, predictive_accuracy: 0.8544, prior_entropy: 3.3218, relative_absolute_error: 0.1885, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1498, root_relative_squared_error: 0.4994, unweighted_recall: 0.8539,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.995, f_measure: 0.9227, kappa: 0.9142, kb_relative_information_score: 0.9223, mean_absolute_error: 0.0171, mean_prior_absolute_error: 0.18, weighted_recall: 0.9228, number_of_instances: 1593, precision: 0.9228, predictive_accuracy: 0.9228, prior_entropy: 3.3218, relative_absolute_error: 0.095, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1134, root_relative_squared_error: 0.3778, unweighted_recall: 0.9225,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9949, f_measure: 0.9235, kappa: 0.9149, kb_relative_information_score: 0.9227, mean_absolute_error: 0.0171, mean_prior_absolute_error: 0.18, weighted_recall: 0.9234, number_of_instances: 1593, precision: 0.9243, predictive_accuracy: 0.9234, prior_entropy: 3.3218, relative_absolute_error: 0.0951, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1115, root_relative_squared_error: 0.3717, unweighted_recall: 0.9231,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9949, f_measure: 0.9215, kappa: 0.9128, kb_relative_information_score: 0.9192, mean_absolute_error: 0.017, mean_prior_absolute_error: 0.18, weighted_recall: 0.9215, number_of_instances: 1593, precision: 0.9219, predictive_accuracy: 0.9215, prior_entropy: 3.3218, relative_absolute_error: 0.0945, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1168, root_relative_squared_error: 0.3892, unweighted_recall: 0.9212,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9952, f_measure: 0.9203, kappa: 0.9114, kb_relative_information_score: 0.9092, mean_absolute_error: 0.0239, mean_prior_absolute_error: 0.18, weighted_recall: 0.9203, number_of_instances: 1593, precision: 0.9208, predictive_accuracy: 0.9203, prior_entropy: 3.3218, relative_absolute_error: 0.133, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1098, root_relative_squared_error: 0.366, unweighted_recall: 0.9201,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9955, f_measure: 0.9166, kappa: 0.9072, kb_relative_information_score: 0.9164, mean_absolute_error: 0.0191, mean_prior_absolute_error: 0.18, weighted_recall: 0.9165, number_of_instances: 1593, precision: 0.9172, predictive_accuracy: 0.9165, prior_entropy: 3.3218, relative_absolute_error: 0.1063, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1133, root_relative_squared_error: 0.3777, unweighted_recall: 0.9162,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9942, f_measure: 0.912, kappa: 0.9023, kb_relative_information_score: 0.9145, mean_absolute_error: 0.0198, mean_prior_absolute_error: 0.18, weighted_recall: 0.9121, number_of_instances: 1593, precision: 0.9133, predictive_accuracy: 0.9121, prior_entropy: 3.3218, relative_absolute_error: 0.1101, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1153, root_relative_squared_error: 0.3844, unweighted_recall: 0.9117,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9947, f_measure: 0.9071, kappa: 0.8968, kb_relative_information_score: 0.9052, mean_absolute_error: 0.0232, mean_prior_absolute_error: 0.18, weighted_recall: 0.9071, number_of_instances: 1593, precision: 0.9076, predictive_accuracy: 0.9071, prior_entropy: 3.3218, relative_absolute_error: 0.1287, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1151, root_relative_squared_error: 0.3836, unweighted_recall: 0.9068,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9938, f_measure: 0.9075, kappa: 0.8975, kb_relative_information_score: 0.9063, mean_absolute_error: 0.0218, mean_prior_absolute_error: 0.18, weighted_recall: 0.9077, number_of_instances: 1593, precision: 0.9085, predictive_accuracy: 0.9077, prior_entropy: 3.3218, relative_absolute_error: 0.1212, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1189, root_relative_squared_error: 0.3964, unweighted_recall: 0.9073,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9742, f_measure: 0.8589, kappa: 0.8438, kb_relative_information_score: 0.8617, mean_absolute_error: 0.0293, mean_prior_absolute_error: 0.18, weighted_recall: 0.8594, number_of_instances: 1593, precision: 0.8593, predictive_accuracy: 0.8594, prior_entropy: 3.3218, relative_absolute_error: 0.1629, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1521, root_relative_squared_error: 0.5069, unweighted_recall: 0.8589,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9964, f_measure: 0.9354, kappa: 0.9282, kb_relative_information_score: 0.9256, mean_absolute_error: 0.019, mean_prior_absolute_error: 0.18, weighted_recall: 0.9353, number_of_instances: 1593, precision: 0.936, predictive_accuracy: 0.9353, prior_entropy: 3.3218, relative_absolute_error: 0.1056, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1004, root_relative_squared_error: 0.3345, unweighted_recall: 0.9352,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9953, f_measure: 0.919, kappa: 0.91, kb_relative_information_score: 0.893, mean_absolute_error: 0.0302, mean_prior_absolute_error: 0.18, weighted_recall: 0.919, number_of_instances: 1593, precision: 0.9196, predictive_accuracy: 0.919, prior_entropy: 3.3218, relative_absolute_error: 0.168, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1104, root_relative_squared_error: 0.3679, unweighted_recall: 0.9188,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9951, f_measure: 0.9234, kappa: 0.9149, kb_relative_information_score: 0.916, mean_absolute_error: 0.0203, mean_prior_absolute_error: 0.18, weighted_recall: 0.9234, number_of_instances: 1593, precision: 0.9238, predictive_accuracy: 0.9234, prior_entropy: 3.3218, relative_absolute_error: 0.1131, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1101, root_relative_squared_error: 0.367, unweighted_recall: 0.9232,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.99, f_measure: 0.8875, kappa: 0.8751, kb_relative_information_score: 0.8821, mean_absolute_error: 0.0276, mean_prior_absolute_error: 0.18, weighted_recall: 0.8876, number_of_instances: 1593, precision: 0.8885, predictive_accuracy: 0.8876, prior_entropy: 3.3218, relative_absolute_error: 0.1535, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1308, root_relative_squared_error: 0.4359, unweighted_recall: 0.8872,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.995, f_measure: 0.9259, kappa: 0.9177, kb_relative_information_score: 0.9237, mean_absolute_error: 0.0174, mean_prior_absolute_error: 0.18, weighted_recall: 0.9259, number_of_instances: 1593, precision: 0.9264, predictive_accuracy: 0.9259, prior_entropy: 3.3218, relative_absolute_error: 0.0965, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1081, root_relative_squared_error: 0.3604, unweighted_recall: 0.9257,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9952, f_measure: 0.9178, kappa: 0.9086, kb_relative_information_score: 0.9158, mean_absolute_error: 0.0209, mean_prior_absolute_error: 0.18, weighted_recall: 0.9178, number_of_instances: 1593, precision: 0.9185, predictive_accuracy: 0.9178, prior_entropy: 3.3218, relative_absolute_error: 0.1161, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1092, root_relative_squared_error: 0.364, unweighted_recall: 0.9175,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9945, f_measure: 0.9169, kappa: 0.9079, kb_relative_information_score: 0.8933, mean_absolute_error: 0.0292, mean_prior_absolute_error: 0.18, weighted_recall: 0.9171, number_of_instances: 1593, precision: 0.9174, predictive_accuracy: 0.9171, prior_entropy: 3.3218, relative_absolute_error: 0.1622, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1126, root_relative_squared_error: 0.3754, unweighted_recall: 0.9167,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9933, f_measure: 0.9151, kappa: 0.9058, kb_relative_information_score: 0.9143, mean_absolute_error: 0.0182, mean_prior_absolute_error: 0.18, weighted_recall: 0.9153, number_of_instances: 1593, precision: 0.9154, predictive_accuracy: 0.9153, prior_entropy: 3.3218, relative_absolute_error: 0.101, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1204, root_relative_squared_error: 0.4014, unweighted_recall: 0.9149,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9951, f_measure: 0.9103, kappa: 0.9003, kb_relative_information_score: 0.9125, mean_absolute_error: 0.0195, mean_prior_absolute_error: 0.18, weighted_recall: 0.9102, number_of_instances: 1593, precision: 0.9116, predictive_accuracy: 0.9102, prior_entropy: 3.3218, relative_absolute_error: 0.1081, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1181, root_relative_squared_error: 0.3937, unweighted_recall: 0.91,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9913, f_measure: 0.8883, kappa: 0.8758, kb_relative_information_score: 0.89, mean_absolute_error: 0.0244, mean_prior_absolute_error: 0.18, weighted_recall: 0.8883, number_of_instances: 1593, precision: 0.889, predictive_accuracy: 0.8883, prior_entropy: 3.3218, relative_absolute_error: 0.1353, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1331, root_relative_squared_error: 0.4436, unweighted_recall: 0.8878,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9896, f_measure: 0.8721, kappa: 0.8584, kb_relative_information_score: 0.7609, mean_absolute_error: 0.0712, mean_prior_absolute_error: 0.18, weighted_recall: 0.8726, number_of_instances: 1593, precision: 0.8728, predictive_accuracy: 0.8726, prior_entropy: 3.3218, relative_absolute_error: 0.3954, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1538, root_relative_squared_error: 0.5128, unweighted_recall: 0.8723,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9938, f_measure: 0.9034, kappa: 0.8926, kb_relative_information_score: 0.9018, mean_absolute_error: 0.024, mean_prior_absolute_error: 0.18, weighted_recall: 0.9033, number_of_instances: 1593, precision: 0.9041, predictive_accuracy: 0.9033, prior_entropy: 3.3218, relative_absolute_error: 0.1334, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1184, root_relative_squared_error: 0.3945, unweighted_recall: 0.903,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9943, f_measure: 0.9151, kappa: 0.9058, kb_relative_information_score: 0.8983, mean_absolute_error: 0.0278, mean_prior_absolute_error: 0.18, weighted_recall: 0.9153, number_of_instances: 1593, precision: 0.9157, predictive_accuracy: 0.9153, prior_entropy: 3.3218, relative_absolute_error: 0.1547, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1119, root_relative_squared_error: 0.3729, unweighted_recall: 0.9149,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9942, f_measure: 0.9141, kappa: 0.9044, kb_relative_information_score: 0.9163, mean_absolute_error: 0.0191, mean_prior_absolute_error: 0.18, weighted_recall: 0.914, number_of_instances: 1593, precision: 0.9148, predictive_accuracy: 0.914, prior_entropy: 3.3218, relative_absolute_error: 0.1061, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1153, root_relative_squared_error: 0.3842, unweighted_recall: 0.9137,

Metric:

Timeline

Plotting contribution timeline

Leaderboard

Rank Name Top Score Entries Highest rank

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

Challenge

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

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

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

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

Given inputs

Expected outputs

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

How to submit runs

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

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