Task
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: 0.9969, f_measure: 0.938, kappa: 0.9309, kb_relative_information_score: 0.9171, mean_absolute_error: 0.0226, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9385, predictive_accuracy: 0.9379, prior_entropy: 3.3218, recall: 0.9379, relative_absolute_error: 0.1258, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0971, root_relative_squared_error: 0.3237,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9948, f_measure: 0.9138, kappa: 0.9044, kb_relative_information_score: 0.864, mean_absolute_error: 0.0405, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9148, predictive_accuracy: 0.914, prior_entropy: 3.3218, recall: 0.914, relative_absolute_error: 0.2247, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1188, root_relative_squared_error: 0.3959,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9974, f_measure: 0.9442, kappa: 0.9379, kb_relative_information_score: 0.9429, mean_absolute_error: 0.0131, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9447, predictive_accuracy: 0.9441, prior_entropy: 3.3218, recall: 0.9441, relative_absolute_error: 0.0729, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0947, root_relative_squared_error: 0.3157,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9966, f_measure: 0.9358, kappa: 0.9289, kb_relative_information_score: 0.9318, mean_absolute_error: 0.0167, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9359, predictive_accuracy: 0.936, prior_entropy: 3.3218, recall: 0.936, relative_absolute_error: 0.093, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0972, root_relative_squared_error: 0.3239,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9969, f_measure: 0.9391, kappa: 0.9323, kb_relative_information_score: 0.9254, mean_absolute_error: 0.0191, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9396, predictive_accuracy: 0.9391, prior_entropy: 3.3218, recall: 0.9391, relative_absolute_error: 0.106, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0975, root_relative_squared_error: 0.3249,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9973, f_measure: 0.9429, kappa: 0.9365, kb_relative_information_score: 0.9412, mean_absolute_error: 0.0132, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9434, predictive_accuracy: 0.9429, prior_entropy: 3.3218, recall: 0.9429, relative_absolute_error: 0.0735, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0955, root_relative_squared_error: 0.3184,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9951, f_measure: 0.9182, kappa: 0.9093, kb_relative_information_score: 0.8718, mean_absolute_error: 0.0385, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9193, predictive_accuracy: 0.9184, prior_entropy: 3.3218, recall: 0.9184, relative_absolute_error: 0.2138, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1159, root_relative_squared_error: 0.3863,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9972, f_measure: 0.9398, kappa: 0.933, kb_relative_information_score: 0.9398, mean_absolute_error: 0.0135, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9403, predictive_accuracy: 0.9397, prior_entropy: 3.3218, recall: 0.9397, relative_absolute_error: 0.075, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0975, root_relative_squared_error: 0.3249,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9972, f_measure: 0.9423, kappa: 0.9358, kb_relative_information_score: 0.9437, mean_absolute_error: 0.0123, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9428, predictive_accuracy: 0.9422, prior_entropy: 3.3218, recall: 0.9422, relative_absolute_error: 0.0685, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0957, root_relative_squared_error: 0.3189,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4994, kappa: -0.0012, kb_relative_information_score: 0.0579, mean_absolute_error: 0.1802, mean_prior_absolute_error: 0.18, number_of_instances: 1593, predictive_accuracy: 0.0992, prior_entropy: 3.3218, recall: 0.0992, relative_absolute_error: 1.0009, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4245, root_relative_squared_error: 1.4149,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.501, kappa: 0.0021, kb_relative_information_score: 0.0607, mean_absolute_error: 0.1797, mean_prior_absolute_error: 0.18, number_of_instances: 1593, predictive_accuracy: 0.1017, prior_entropy: 3.3218, recall: 0.1017, relative_absolute_error: 0.9981, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4239, root_relative_squared_error: 1.4129,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9974, f_measure: 0.9424, kappa: 0.9358, kb_relative_information_score: 0.939, mean_absolute_error: 0.0142, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9433, predictive_accuracy: 0.9422, prior_entropy: 3.3218, recall: 0.9422, relative_absolute_error: 0.0788, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0953, root_relative_squared_error: 0.3178,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9959, f_measure: 0.9248, kappa: 0.9163, kb_relative_information_score: 0.9234, mean_absolute_error: 0.0185, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9259, predictive_accuracy: 0.9247, prior_entropy: 3.3218, recall: 0.9247, relative_absolute_error: 0.103, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1057, root_relative_squared_error: 0.3524,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9965, f_measure: 0.9297, kappa: 0.9219, kb_relative_information_score: 0.9313, mean_absolute_error: 0.015, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9299, predictive_accuracy: 0.9297, prior_entropy: 3.3218, recall: 0.9297, relative_absolute_error: 0.0833, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1049, root_relative_squared_error: 0.3497,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9972, f_measure: 0.9511, kappa: 0.9456, kb_relative_information_score: 0.9458, mean_absolute_error: 0.0121, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9513, predictive_accuracy: 0.951, prior_entropy: 3.3218, recall: 0.951, relative_absolute_error: 0.0673, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0928, root_relative_squared_error: 0.3095,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9959, f_measure: 0.9267, kappa: 0.9184, kb_relative_information_score: 0.9211, mean_absolute_error: 0.0185, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9275, predictive_accuracy: 0.9266, prior_entropy: 3.3218, recall: 0.9266, relative_absolute_error: 0.1027, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1085, root_relative_squared_error: 0.3617,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9965, f_measure: 0.9334, kappa: 0.9261, kb_relative_information_score: 0.8806, mean_absolute_error: 0.0359, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.934, predictive_accuracy: 0.9335, prior_entropy: 3.3218, recall: 0.9335, relative_absolute_error: 0.1993, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1086, root_relative_squared_error: 0.3619,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, kappa: -0.0015, kb_relative_information_score: 0.0578, mean_absolute_error: 0.1802, mean_prior_absolute_error: 0.18, number_of_instances: 1593, predictive_accuracy: 0.0992, prior_entropy: 3.3218, recall: 0.0992, relative_absolute_error: 1.0009, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4245, root_relative_squared_error: 1.4149,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9971, f_measure: 0.9423, kappa: 0.9358, kb_relative_information_score: 0.9425, mean_absolute_error: 0.013, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9427, predictive_accuracy: 0.9422, prior_entropy: 3.3218, recall: 0.9422, relative_absolute_error: 0.0722, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0953, root_relative_squared_error: 0.3176,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5006, kappa: 0.0013, kb_relative_information_score: 0.0595, mean_absolute_error: 0.1799, mean_prior_absolute_error: 0.18, number_of_instances: 1593, predictive_accuracy: 0.1004, prior_entropy: 3.3218, recall: 0.1004, relative_absolute_error: 0.9995, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4242, root_relative_squared_error: 1.4139,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9932, f_measure: 0.8977, kappa: 0.8863, kb_relative_information_score: 0.896, mean_absolute_error: 0.0229, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.8982, predictive_accuracy: 0.8977, prior_entropy: 3.3218, recall: 0.8977, relative_absolute_error: 0.1273, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1288, root_relative_squared_error: 0.4292,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.997, f_measure: 0.9429, kappa: 0.9365, kb_relative_information_score: 0.9433, mean_absolute_error: 0.0127, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9434, predictive_accuracy: 0.9429, prior_entropy: 3.3218, recall: 0.9429, relative_absolute_error: 0.0707, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0948, root_relative_squared_error: 0.316,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.937, f_measure: 0.6784, kappa: 0.6546, kb_relative_information_score: 0.0679, mean_absolute_error: 0.1766, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.7033, predictive_accuracy: 0.6893, prior_entropy: 3.3218, recall: 0.6893, relative_absolute_error: 0.9811, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2944, root_relative_squared_error: 0.9813,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.997, f_measure: 0.9404, kappa: 0.9337, kb_relative_information_score: 0.9238, mean_absolute_error: 0.0208, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.941, predictive_accuracy: 0.9404, prior_entropy: 3.3218, recall: 0.9404, relative_absolute_error: 0.1155, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0957, root_relative_squared_error: 0.3189,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9919, f_measure: 0.8806, kappa: 0.8675, kb_relative_information_score: 0.7454, mean_absolute_error: 0.0755, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.8816, predictive_accuracy: 0.8807, prior_entropy: 3.3218, recall: 0.8807, relative_absolute_error: 0.4192, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1548, root_relative_squared_error: 0.5159,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9968, f_measure: 0.9367, kappa: 0.9296, kb_relative_information_score: 0.9294, mean_absolute_error: 0.0163, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9372, predictive_accuracy: 0.9366, prior_entropy: 3.3218, recall: 0.9366, relative_absolute_error: 0.0908, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1018, root_relative_squared_error: 0.3392,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9968, f_measure: 0.941, kappa: 0.9344, kb_relative_information_score: 0.9427, mean_absolute_error: 0.0128, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9417, predictive_accuracy: 0.941, prior_entropy: 3.3218, recall: 0.941, relative_absolute_error: 0.0712, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0969, root_relative_squared_error: 0.3231,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, kappa: -0.0001, kb_relative_information_score: 0.0582, mean_absolute_error: 0.1802, mean_prior_absolute_error: 0.18, number_of_instances: 1593, predictive_accuracy: 0.0992, prior_entropy: 3.3218, recall: 0.0992, relative_absolute_error: 1.0009, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4245, root_relative_squared_error: 1.4149,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9973, f_measure: 0.9467, kappa: 0.9407, kb_relative_information_score: 0.9454, mean_absolute_error: 0.0123, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9472, predictive_accuracy: 0.9466, prior_entropy: 3.3218, recall: 0.9466, relative_absolute_error: 0.0686, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0931, root_relative_squared_error: 0.3105,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.997, f_measure: 0.9367, kappa: 0.9296, kb_relative_information_score: 0.921, mean_absolute_error: 0.0217, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9376, predictive_accuracy: 0.9366, prior_entropy: 3.3218, recall: 0.9366, relative_absolute_error: 0.1206, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0969, root_relative_squared_error: 0.3231,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9971, f_measure: 0.9398, kappa: 0.933, kb_relative_information_score: 0.9404, mean_absolute_error: 0.0133, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9402, predictive_accuracy: 0.9397, prior_entropy: 3.3218, recall: 0.9397, relative_absolute_error: 0.0741, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0976, root_relative_squared_error: 0.3252,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.995, f_measure: 0.926, kappa: 0.9177, kb_relative_information_score: 0.9223, mean_absolute_error: 0.0169, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9265, predictive_accuracy: 0.9259, prior_entropy: 3.3218, recall: 0.9259, relative_absolute_error: 0.0939, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1111, root_relative_squared_error: 0.3702,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9972, f_measure: 0.9405, kappa: 0.9337, kb_relative_information_score: 0.9291, mean_absolute_error: 0.0186, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9413, predictive_accuracy: 0.9404, prior_entropy: 3.3218, recall: 0.9404, relative_absolute_error: 0.1036, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0947, root_relative_squared_error: 0.3156,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, kappa: -0.0002, kb_relative_information_score: 0.059, mean_absolute_error: 0.1799, mean_prior_absolute_error: 0.18, number_of_instances: 1593, predictive_accuracy: 0.1004, prior_entropy: 3.3218, recall: 0.1004, relative_absolute_error: 0.9995, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4242, root_relative_squared_error: 1.4139,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9974, f_measure: 0.9442, kappa: 0.9379, kb_relative_information_score: 0.9445, mean_absolute_error: 0.0123, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9446, predictive_accuracy: 0.9441, prior_entropy: 3.3218, recall: 0.9441, relative_absolute_error: 0.0685, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0948, root_relative_squared_error: 0.316,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9923, f_measure: 0.9007, kappa: 0.8898, kb_relative_information_score: 0.903, mean_absolute_error: 0.0216, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.902, predictive_accuracy: 0.9008, prior_entropy: 3.3218, recall: 0.9008, relative_absolute_error: 0.1199, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1243, root_relative_squared_error: 0.4143,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9972, f_measure: 0.9423, kappa: 0.9358, kb_relative_information_score: 0.9416, mean_absolute_error: 0.0133, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9429, predictive_accuracy: 0.9422, prior_entropy: 3.3218, recall: 0.9422, relative_absolute_error: 0.0739, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0947, root_relative_squared_error: 0.3157,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9956, f_measure: 0.9171, kappa: 0.9079, kb_relative_information_score: 0.8519, mean_absolute_error: 0.0449, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9181, predictive_accuracy: 0.9171, prior_entropy: 3.3218, recall: 0.9171, relative_absolute_error: 0.2493, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1198, root_relative_squared_error: 0.3993,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9973, f_measure: 0.9448, kappa: 0.9386, kb_relative_information_score: 0.9453, mean_absolute_error: 0.0121, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9452, predictive_accuracy: 0.9448, prior_entropy: 3.3218, recall: 0.9448, relative_absolute_error: 0.0674, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0945, root_relative_squared_error: 0.3151,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9973, f_measure: 0.9411, kappa: 0.9344, kb_relative_information_score: 0.9438, mean_absolute_error: 0.0128, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9417, predictive_accuracy: 0.941, prior_entropy: 3.3218, recall: 0.941, relative_absolute_error: 0.0712, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0939, root_relative_squared_error: 0.313,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9973, f_measure: 0.9404, kappa: 0.9337, kb_relative_information_score: 0.9415, mean_absolute_error: 0.013, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9409, predictive_accuracy: 0.9404, prior_entropy: 3.3218, recall: 0.9404, relative_absolute_error: 0.0721, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0969, root_relative_squared_error: 0.3231,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9936, f_measure: 0.902, kappa: 0.8912, kb_relative_information_score: 0.8319, mean_absolute_error: 0.0511, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9035, predictive_accuracy: 0.9021, prior_entropy: 3.3218, recall: 0.9021, relative_absolute_error: 0.284, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1303, root_relative_squared_error: 0.4345,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9957, f_measure: 0.9259, kappa: 0.9177, kb_relative_information_score: 0.9023, mean_absolute_error: 0.0278, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9267, predictive_accuracy: 0.9259, prior_entropy: 3.3218, recall: 0.9259, relative_absolute_error: 0.1543, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1067, root_relative_squared_error: 0.3555,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9971, f_measure: 0.9411, kappa: 0.9344, kb_relative_information_score: 0.9415, mean_absolute_error: 0.0131, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9415, predictive_accuracy: 0.941, prior_entropy: 3.3218, recall: 0.941, relative_absolute_error: 0.0727, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0968, root_relative_squared_error: 0.3226,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9973, f_measure: 0.9422, kappa: 0.9358, kb_relative_information_score: 0.9436, mean_absolute_error: 0.0124, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9428, predictive_accuracy: 0.9422, prior_entropy: 3.3218, recall: 0.9422, relative_absolute_error: 0.0688, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0954, root_relative_squared_error: 0.318,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9973, f_measure: 0.9448, kappa: 0.9386, kb_relative_information_score: 0.9437, mean_absolute_error: 0.0123, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9452, predictive_accuracy: 0.9448, prior_entropy: 3.3218, recall: 0.9448, relative_absolute_error: 0.0685, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0952, root_relative_squared_error: 0.3173,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9962, f_measure: 0.9266, kappa: 0.9184, kb_relative_information_score: 0.9125, mean_absolute_error: 0.0235, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9277, predictive_accuracy: 0.9266, prior_entropy: 3.3218, recall: 0.9266, relative_absolute_error: 0.1307, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1036, root_relative_squared_error: 0.3453,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9963, f_measure: 0.9304, kappa: 0.9226, kb_relative_information_score: 0.9296, mean_absolute_error: 0.0154, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9307, predictive_accuracy: 0.9303, prior_entropy: 3.3218, recall: 0.9303, relative_absolute_error: 0.0853, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1068, root_relative_squared_error: 0.3559,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9972, f_measure: 0.9372, kappa: 0.9302, kb_relative_information_score: 0.94, mean_absolute_error: 0.0133, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9377, predictive_accuracy: 0.9372, prior_entropy: 3.3218, recall: 0.9372, relative_absolute_error: 0.0739, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.099, root_relative_squared_error: 0.3299,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9959, f_measure: 0.9304, kappa: 0.9226, kb_relative_information_score: 0.9266, mean_absolute_error: 0.0156, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9306, predictive_accuracy: 0.9303, prior_entropy: 3.3218, recall: 0.9303, relative_absolute_error: 0.0869, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1086, root_relative_squared_error: 0.3618,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9971, f_measure: 0.9391, kappa: 0.9323, kb_relative_information_score: 0.9404, mean_absolute_error: 0.0134, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9395, predictive_accuracy: 0.9391, prior_entropy: 3.3218, recall: 0.9391, relative_absolute_error: 0.0744, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0971, root_relative_squared_error: 0.3236,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9972, f_measure: 0.9422, kappa: 0.9358, kb_relative_information_score: 0.9414, mean_absolute_error: 0.0131, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9424, predictive_accuracy: 0.9422, prior_entropy: 3.3218, recall: 0.9422, relative_absolute_error: 0.0728, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0961, root_relative_squared_error: 0.3204,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9958, f_measure: 0.9246, kappa: 0.9163, kb_relative_information_score: 0.8617, mean_absolute_error: 0.0413, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9255, predictive_accuracy: 0.9247, prior_entropy: 3.3218, recall: 0.9247, relative_absolute_error: 0.2293, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.116, root_relative_squared_error: 0.3866,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9972, f_measure: 0.9504, kappa: 0.9449, kb_relative_information_score: 0.9471, mean_absolute_error: 0.0122, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9508, predictive_accuracy: 0.9504, prior_entropy: 3.3218, recall: 0.9504, relative_absolute_error: 0.0676, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0911, root_relative_squared_error: 0.3037,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9968, f_measure: 0.9361, kappa: 0.9289, kb_relative_information_score: 0.9043, mean_absolute_error: 0.0274, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9371, predictive_accuracy: 0.936, prior_entropy: 3.3218, recall: 0.936, relative_absolute_error: 0.1523, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.101, root_relative_squared_error: 0.3368,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9941, f_measure: 0.9105, kappa: 0.9003, kb_relative_information_score: 0.864, mean_absolute_error: 0.0376, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9112, predictive_accuracy: 0.9102, prior_entropy: 3.3218, recall: 0.9102, relative_absolute_error: 0.2091, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1175, root_relative_squared_error: 0.3916,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.997, f_measure: 0.9411, kappa: 0.9344, kb_relative_information_score: 0.9274, mean_absolute_error: 0.0192, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9418, predictive_accuracy: 0.941, prior_entropy: 3.3218, recall: 0.941, relative_absolute_error: 0.1069, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.094, root_relative_squared_error: 0.3135,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9929, f_measure: 0.8906, kappa: 0.8786, kb_relative_information_score: 0.8142, mean_absolute_error: 0.0553, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.8917, predictive_accuracy: 0.8908, prior_entropy: 3.3218, recall: 0.8908, relative_absolute_error: 0.3073, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1358, root_relative_squared_error: 0.4528,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9963, f_measure: 0.9328, kappa: 0.9254, kb_relative_information_score: 0.8866, mean_absolute_error: 0.0339, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9335, predictive_accuracy: 0.9328, prior_entropy: 3.3218, recall: 0.9328, relative_absolute_error: 0.1884, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1078, root_relative_squared_error: 0.3594,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5049, kappa: 0.0088, kb_relative_information_score: 0.0671, mean_absolute_error: 0.1784, mean_prior_absolute_error: 0.18, number_of_instances: 1593, predictive_accuracy: 0.108, prior_entropy: 3.3218, recall: 0.108, relative_absolute_error: 0.9912, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4224, root_relative_squared_error: 1.4079,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9971, f_measure: 0.9423, kappa: 0.9358, kb_relative_information_score: 0.9366, mean_absolute_error: 0.0153, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9426, predictive_accuracy: 0.9422, prior_entropy: 3.3218, recall: 0.9422, relative_absolute_error: 0.0848, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.094, root_relative_squared_error: 0.3135,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9909, f_measure: 0.8972, kappa: 0.8856, kb_relative_information_score: 0.8962, mean_absolute_error: 0.0232, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.8986, predictive_accuracy: 0.897, prior_entropy: 3.3218, recall: 0.897, relative_absolute_error: 0.129, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1289, root_relative_squared_error: 0.4297,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4987, kappa: -0.0027, kb_relative_information_score: 0.0565, mean_absolute_error: 0.1804, mean_prior_absolute_error: 0.18, number_of_instances: 1593, predictive_accuracy: 0.0979, prior_entropy: 3.3218, recall: 0.0979, relative_absolute_error: 1.0023, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4248, root_relative_squared_error: 1.4159,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9968, f_measure: 0.9373, kappa: 0.9302, kb_relative_information_score: 0.9372, mean_absolute_error: 0.014, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9376, predictive_accuracy: 0.9372, prior_entropy: 3.3218, recall: 0.9372, relative_absolute_error: 0.0779, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1, root_relative_squared_error: 0.3334,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9968, f_measure: 0.9355, kappa: 0.9282, kb_relative_information_score: 0.9344, mean_absolute_error: 0.0144, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.936, predictive_accuracy: 0.9353, prior_entropy: 3.3218, recall: 0.9353, relative_absolute_error: 0.0797, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1022, root_relative_squared_error: 0.3408,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9965, f_measure: 0.9372, kappa: 0.9302, kb_relative_information_score: 0.8935, mean_absolute_error: 0.0315, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9376, predictive_accuracy: 0.9372, prior_entropy: 3.3218, recall: 0.9372, relative_absolute_error: 0.1752, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1049, root_relative_squared_error: 0.3496,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9948, f_measure: 0.9121, kappa: 0.9023, kb_relative_information_score: 0.8417, mean_absolute_error: 0.0478, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9135, predictive_accuracy: 0.9121, prior_entropy: 3.3218, recall: 0.9121, relative_absolute_error: 0.2657, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1249, root_relative_squared_error: 0.4164,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9972, f_measure: 0.9473, kappa: 0.9414, kb_relative_information_score: 0.9462, mean_absolute_error: 0.0123, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9478, predictive_accuracy: 0.9473, prior_entropy: 3.3218, recall: 0.9473, relative_absolute_error: 0.0682, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0929, root_relative_squared_error: 0.3097,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9973, f_measure: 0.9411, kappa: 0.9344, kb_relative_information_score: 0.9404, mean_absolute_error: 0.0137, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9414, predictive_accuracy: 0.941, prior_entropy: 3.3218, recall: 0.941, relative_absolute_error: 0.0762, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0952, root_relative_squared_error: 0.3175,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9966, f_measure: 0.9417, kappa: 0.9351, kb_relative_information_score: 0.9397, mean_absolute_error: 0.0137, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9423, predictive_accuracy: 0.9416, prior_entropy: 3.3218, recall: 0.9416, relative_absolute_error: 0.076, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.098, root_relative_squared_error: 0.3266,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9936, f_measure: 0.9052, kappa: 0.8947, kb_relative_information_score: 0.8376, mean_absolute_error: 0.0493, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9068, predictive_accuracy: 0.9052, prior_entropy: 3.3218, recall: 0.9052, relative_absolute_error: 0.2741, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1287, root_relative_squared_error: 0.429,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9973, f_measure: 0.9461, kappa: 0.94, kb_relative_information_score: 0.943, mean_absolute_error: 0.0127, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9464, predictive_accuracy: 0.946, prior_entropy: 3.3218, recall: 0.946, relative_absolute_error: 0.0708, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0949, root_relative_squared_error: 0.3164,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5003, kappa: 0.0006, kb_relative_information_score: 0.0593, mean_absolute_error: 0.1799, mean_prior_absolute_error: 0.18, number_of_instances: 1593, predictive_accuracy: 0.1004, prior_entropy: 3.3218, recall: 0.1004, relative_absolute_error: 0.9995, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4242, root_relative_squared_error: 1.4139,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9968, f_measure: 0.9417, kappa: 0.9351, kb_relative_information_score: 0.9172, mean_absolute_error: 0.0226, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9422, predictive_accuracy: 0.9416, prior_entropy: 3.3218, recall: 0.9416, relative_absolute_error: 0.1256, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.097, root_relative_squared_error: 0.3234,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9968, f_measure: 0.9373, kappa: 0.9302, kb_relative_information_score: 0.9003, mean_absolute_error: 0.0292, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.938, predictive_accuracy: 0.9372, prior_entropy: 3.3218, recall: 0.9372, relative_absolute_error: 0.1625, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1016, root_relative_squared_error: 0.3386,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9972, f_measure: 0.9467, kappa: 0.9407, kb_relative_information_score: 0.9448, mean_absolute_error: 0.0123, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.947, predictive_accuracy: 0.9466, prior_entropy: 3.3218, recall: 0.9466, relative_absolute_error: 0.0684, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0943, root_relative_squared_error: 0.3143,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9969, f_measure: 0.938, kappa: 0.9309, kb_relative_information_score: 0.9379, mean_absolute_error: 0.0139, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9384, predictive_accuracy: 0.9379, prior_entropy: 3.3218, recall: 0.9379, relative_absolute_error: 0.077, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0997, root_relative_squared_error: 0.3324,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5001, kappa: 0.0003, kb_relative_information_score: 0.0588, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.18, number_of_instances: 1593, predictive_accuracy: 0.0998, prior_entropy: 3.3218, recall: 0.0998, relative_absolute_error: 1.0002, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4243, root_relative_squared_error: 1.4144,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9973, f_measure: 0.9454, kappa: 0.9393, kb_relative_information_score: 0.945, mean_absolute_error: 0.0123, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9456, predictive_accuracy: 0.9454, prior_entropy: 3.3218, recall: 0.9454, relative_absolute_error: 0.0683, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0937, root_relative_squared_error: 0.3122,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5143, kappa: 0.0293, kb_relative_information_score: 0.0863, mean_absolute_error: 0.1748, mean_prior_absolute_error: 0.18, number_of_instances: 1593, predictive_accuracy: 0.1262, prior_entropy: 3.3218, recall: 0.1262, relative_absolute_error: 0.9709, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.418, root_relative_squared_error: 1.3935,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9967, f_measure: 0.9385, kappa: 0.9316, kb_relative_information_score: 0.9181, mean_absolute_error: 0.0229, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9391, predictive_accuracy: 0.9385, prior_entropy: 3.3218, recall: 0.9385, relative_absolute_error: 0.127, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0988, root_relative_squared_error: 0.3294,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9965, f_measure: 0.9434, kappa: 0.9372, kb_relative_information_score: 0.941, mean_absolute_error: 0.0131, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9441, predictive_accuracy: 0.9435, prior_entropy: 3.3218, recall: 0.9435, relative_absolute_error: 0.0729, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0983, root_relative_squared_error: 0.3277,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9971, f_measure: 0.9411, kappa: 0.9344, kb_relative_information_score: 0.9363, mean_absolute_error: 0.0154, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9415, predictive_accuracy: 0.941, prior_entropy: 3.3218, recall: 0.941, relative_absolute_error: 0.0855, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0953, root_relative_squared_error: 0.3178,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9974, f_measure: 0.9449, kappa: 0.9386, kb_relative_information_score: 0.9417, mean_absolute_error: 0.0128, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9455, predictive_accuracy: 0.9448, prior_entropy: 3.3218, recall: 0.9448, relative_absolute_error: 0.0711, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0969, root_relative_squared_error: 0.3231,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9965, f_measure: 0.9347, kappa: 0.9275, kb_relative_information_score: 0.8857, mean_absolute_error: 0.0343, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9354, predictive_accuracy: 0.9347, prior_entropy: 3.3218, recall: 0.9347, relative_absolute_error: 0.1904, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.107, root_relative_squared_error: 0.3566,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.996, f_measure: 0.9253, kappa: 0.917, kb_relative_information_score: 0.8734, mean_absolute_error: 0.0376, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9262, predictive_accuracy: 0.9253, prior_entropy: 3.3218, recall: 0.9253, relative_absolute_error: 0.2087, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1117, root_relative_squared_error: 0.3724,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9239, f_measure: 0.8176, kappa: 0.797, kb_relative_information_score: 0.8105, mean_absolute_error: 0.0371, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.8189, predictive_accuracy: 0.8173, prior_entropy: 3.3218, recall: 0.8173, relative_absolute_error: 0.2061, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1882, root_relative_squared_error: 0.6274,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9966, f_measure: 0.9416, kappa: 0.9351, kb_relative_information_score: 0.9401, mean_absolute_error: 0.0134, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9423, predictive_accuracy: 0.9416, prior_entropy: 3.3218, recall: 0.9416, relative_absolute_error: 0.0744, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0985, root_relative_squared_error: 0.3285,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9949, f_measure: 0.912, kappa: 0.9023, kb_relative_information_score: 0.8642, mean_absolute_error: 0.0405, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9132, predictive_accuracy: 0.9121, prior_entropy: 3.3218, recall: 0.9121, relative_absolute_error: 0.225, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1186, root_relative_squared_error: 0.3953,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5005, kappa: 0.0009, kb_relative_information_score: 0.0598, mean_absolute_error: 0.1798, mean_prior_absolute_error: 0.18, number_of_instances: 1593, predictive_accuracy: 0.1011, prior_entropy: 3.3218, recall: 0.1011, relative_absolute_error: 0.9988, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.424, root_relative_squared_error: 1.4134,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.997, f_measure: 0.9416, kappa: 0.9351, kb_relative_information_score: 0.9424, mean_absolute_error: 0.0131, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9419, predictive_accuracy: 0.9416, prior_entropy: 3.3218, recall: 0.9416, relative_absolute_error: 0.0725, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0956, root_relative_squared_error: 0.3188,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9967, f_measure: 0.9379, kappa: 0.9309, kb_relative_information_score: 0.905, mean_absolute_error: 0.0274, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9385, predictive_accuracy: 0.9379, prior_entropy: 3.3218, recall: 0.9379, relative_absolute_error: 0.1522, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.101, root_relative_squared_error: 0.3368,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9962, f_measure: 0.9366, kappa: 0.9296, kb_relative_information_score: 0.932, mean_absolute_error: 0.0168, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9372, predictive_accuracy: 0.9366, prior_entropy: 3.3218, recall: 0.9366, relative_absolute_error: 0.0932, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0992, root_relative_squared_error: 0.3307,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9973, f_measure: 0.9474, kappa: 0.9414, kb_relative_information_score: 0.9431, mean_absolute_error: 0.0134, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9478, predictive_accuracy: 0.9473, prior_entropy: 3.3218, recall: 0.9473, relative_absolute_error: 0.0744, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0918, root_relative_squared_error: 0.306,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5001, kappa: 0.0001, kb_relative_information_score: 0.0592, mean_absolute_error: 0.1799, mean_prior_absolute_error: 0.18, number_of_instances: 1593, predictive_accuracy: 0.1004, prior_entropy: 3.3218, recall: 0.1004, relative_absolute_error: 0.9995, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4242, root_relative_squared_error: 1.4139,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9967, f_measure: 0.9346, kappa: 0.9275, kb_relative_information_score: 0.8917, mean_absolute_error: 0.0321, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.935, predictive_accuracy: 0.9347, prior_entropy: 3.3218, recall: 0.9347, relative_absolute_error: 0.1785, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.105, root_relative_squared_error: 0.3501,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9963, f_measure: 0.9392, kappa: 0.9323, kb_relative_information_score: 0.9367, mean_absolute_error: 0.0151, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9399, predictive_accuracy: 0.9391, prior_entropy: 3.3218, recall: 0.9391, relative_absolute_error: 0.0842, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0975, root_relative_squared_error: 0.3249,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4995, kappa: -0.001, kb_relative_information_score: 0.0584, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.18, number_of_instances: 1593, predictive_accuracy: 0.0998, prior_entropy: 3.3218, recall: 0.0998, relative_absolute_error: 1.0002, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4243, root_relative_squared_error: 1.4144,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9965, f_measure: 0.9316, kappa: 0.924, kb_relative_information_score: 0.9244, mean_absolute_error: 0.0198, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9322, predictive_accuracy: 0.9316, prior_entropy: 3.3218, recall: 0.9316, relative_absolute_error: 0.1099, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0985, root_relative_squared_error: 0.3285,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5003, kappa: 0.0006, kb_relative_information_score: 0.0593, mean_absolute_error: 0.1799, mean_prior_absolute_error: 0.18, number_of_instances: 1593, predictive_accuracy: 0.1004, prior_entropy: 3.3218, recall: 0.1004, relative_absolute_error: 0.9995, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4242, root_relative_squared_error: 1.4139,

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

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

OpenML APIs