OpenML
Supervised Classification on wall-robot-navigation

Supervised Classification on wall-robot-navigation

Task 9960 Supervised Classification wall-robot-navigation 20384 runs submitted
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  • OpenML-CC18 OpenML100 study_107 study_123 study_14 study_7 study_98 study_99
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20384 Runs

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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6322, kappa: 0.265, kb_relative_information_score: 1704.1058, mean_absolute_error: 0.2222, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, predictive_accuracy: 0.5555, prior_entropy: 1.7151, recall: 0.5555, relative_absolute_error: 0.6709, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.4714, root_relative_squared_error: 1.1584,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9398, f_measure: 0.9222, kappa: 0.8823, kb_relative_information_score: 4851.5828, mean_absolute_error: 0.0389, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9224, predictive_accuracy: 0.9223, prior_entropy: 1.7151, recall: 0.9223, relative_absolute_error: 0.1173, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.1971, root_relative_squared_error: 0.4844,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9446, f_measure: 0.9288, kappa: 0.8923, kb_relative_information_score: 4907.4332, mean_absolute_error: 0.0356, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9289, predictive_accuracy: 0.9289, prior_entropy: 1.7151, recall: 0.9289, relative_absolute_error: 0.1073, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.1886, root_relative_squared_error: 0.4634,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 694.3067, mean_absolute_error: 0.2979, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, predictive_accuracy: 0.4041, prior_entropy: 1.7151, recall: 0.4041, relative_absolute_error: 0.8994, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.5458, root_relative_squared_error: 1.3413,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 694.3067, mean_absolute_error: 0.2979, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, predictive_accuracy: 0.4041, prior_entropy: 1.7151, recall: 0.4041, relative_absolute_error: 0.8994, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.5458, root_relative_squared_error: 1.3413,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8741, f_measure: 0.8412, kappa: 0.7577, kb_relative_information_score: 4162.8183, mean_absolute_error: 0.0787, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.8543, predictive_accuracy: 0.8426, prior_entropy: 1.7151, recall: 0.8426, relative_absolute_error: 0.2377, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.2806, root_relative_squared_error: 0.6895,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6574, kappa: 0.314, kb_relative_information_score: 1892.4154, mean_absolute_error: 0.2081, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, predictive_accuracy: 0.5838, prior_entropy: 1.7151, recall: 0.5838, relative_absolute_error: 0.6283, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.4562, root_relative_squared_error: 1.121,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9426, f_measure: 0.9256, kappa: 0.8875, kb_relative_information_score: 4889.6001, mean_absolute_error: 0.0372, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9256, predictive_accuracy: 0.9256, prior_entropy: 1.7151, recall: 0.9256, relative_absolute_error: 0.1123, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.1929, root_relative_squared_error: 0.474,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6542, kappa: 0.3066, kb_relative_information_score: 1857.1151, mean_absolute_error: 0.2111, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, predictive_accuracy: 0.5779, prior_entropy: 1.7151, recall: 0.5779, relative_absolute_error: 0.6372, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.4594, root_relative_squared_error: 1.1289,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.905, f_measure: 0.8788, kappa: 0.8162, kb_relative_information_score: 4508.5816, mean_absolute_error: 0.0603, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.8797, predictive_accuracy: 0.8794, prior_entropy: 1.7151, recall: 0.8794, relative_absolute_error: 0.182, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.2456, root_relative_squared_error: 0.6034,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.886, f_measure: 0.8548, kappa: 0.78, kb_relative_information_score: 4326.1081, mean_absolute_error: 0.0719, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.8568, predictive_accuracy: 0.8561, prior_entropy: 1.7151, recall: 0.8561, relative_absolute_error: 0.2172, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.2682, root_relative_squared_error: 0.6591,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7907, f_measure: 0.7354, kappa: 0.5942, kb_relative_information_score: 3306.8699, mean_absolute_error: 0.1294, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.8099, predictive_accuracy: 0.7412, prior_entropy: 1.7151, recall: 0.7412, relative_absolute_error: 0.3907, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.3597, root_relative_squared_error: 0.884,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 694.3067, mean_absolute_error: 0.2979, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, predictive_accuracy: 0.4041, prior_entropy: 1.7151, recall: 0.4041, relative_absolute_error: 0.8994, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.5458, root_relative_squared_error: 1.3413,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9416, f_measure: 0.9243, kappa: 0.8856, kb_relative_information_score: 4878.796, mean_absolute_error: 0.0378, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9243, predictive_accuracy: 0.9243, prior_entropy: 1.7151, recall: 0.9243, relative_absolute_error: 0.1143, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.1945, root_relative_squared_error: 0.4781,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9425, f_measure: 0.9254, kappa: 0.8873, kb_relative_information_score: 4888.432, mean_absolute_error: 0.0373, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9254, predictive_accuracy: 0.9254, prior_entropy: 1.7151, recall: 0.9254, relative_absolute_error: 0.1126, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.1931, root_relative_squared_error: 0.4746,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9408, f_measure: 0.9237, kappa: 0.8845, kb_relative_information_score: 4862.7337, mean_absolute_error: 0.0381, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9239, predictive_accuracy: 0.9238, prior_entropy: 1.7151, recall: 0.9238, relative_absolute_error: 0.1151, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.1953, root_relative_squared_error: 0.4798,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9143, f_measure: 0.8909, kappa: 0.8346, kb_relative_information_score: 4580.5167, mean_absolute_error: 0.0543, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.893, predictive_accuracy: 0.8915, prior_entropy: 1.7151, recall: 0.8915, relative_absolute_error: 0.1638, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.2329, root_relative_squared_error: 0.5724,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9143, f_measure: 0.8909, kappa: 0.8346, kb_relative_information_score: 4580.5167, mean_absolute_error: 0.0543, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.893, predictive_accuracy: 0.8915, prior_entropy: 1.7151, recall: 0.8915, relative_absolute_error: 0.1638, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.2329, root_relative_squared_error: 0.5724,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.939, f_measure: 0.9213, kappa: 0.881, kb_relative_information_score: 4847.5601, mean_absolute_error: 0.0393, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9214, predictive_accuracy: 0.9214, prior_entropy: 1.7151, recall: 0.9214, relative_absolute_error: 0.1187, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.1983, root_relative_squared_error: 0.4872,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6445, kappa: 0.2889, kb_relative_information_score: 1795.7914, mean_absolute_error: 0.2154, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, predictive_accuracy: 0.5693, prior_entropy: 1.7151, recall: 0.5693, relative_absolute_error: 0.6502, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.4641, root_relative_squared_error: 1.1404,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9017, f_measure: 0.8744, kappa: 0.8096, kb_relative_information_score: 4471.7051, mean_absolute_error: 0.0624, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.8755, predictive_accuracy: 0.8752, prior_entropy: 1.7151, recall: 0.8752, relative_absolute_error: 0.1884, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.2498, root_relative_squared_error: 0.6139,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9091, f_measure: 0.8839, kappa: 0.824, kb_relative_information_score: 4551.1732, mean_absolute_error: 0.0578, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.8846, predictive_accuracy: 0.8843, prior_entropy: 1.7151, recall: 0.8843, relative_absolute_error: 0.1746, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.2405, root_relative_squared_error: 0.5909,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9079, f_measure: 0.8822, kappa: 0.8215, kb_relative_information_score: 4538.736, mean_absolute_error: 0.0587, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.8829, predictive_accuracy: 0.8827, prior_entropy: 1.7151, recall: 0.8827, relative_absolute_error: 0.1771, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.2422, root_relative_squared_error: 0.5951,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8589, f_measure: 0.8188, kappa: 0.7269, kb_relative_information_score: 4055.114, mean_absolute_error: 0.0889, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.8239, predictive_accuracy: 0.8222, prior_entropy: 1.7151, recall: 0.8222, relative_absolute_error: 0.2684, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.2981, root_relative_squared_error: 0.7327,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7936, f_measure: 0.731, kappa: 0.5971, kb_relative_information_score: 3385.9954, mean_absolute_error: 0.1297, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.7516, predictive_accuracy: 0.7407, prior_entropy: 1.7151, recall: 0.7407, relative_absolute_error: 0.3915, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.3601, root_relative_squared_error: 0.8849,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8445, f_measure: 0.7989, kappa: 0.6983, kb_relative_information_score: 3906.3386, mean_absolute_error: 0.098, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.8066, predictive_accuracy: 0.8041, prior_entropy: 1.7151, recall: 0.8041, relative_absolute_error: 0.2958, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.313, root_relative_squared_error: 0.7691,
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Run description file not present.
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9438, f_measure: 0.9276, kappa: 0.8904, kb_relative_information_score: 4898.9756, mean_absolute_error: 0.0362, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9276, predictive_accuracy: 0.9276, prior_entropy: 1.7151, recall: 0.9276, relative_absolute_error: 0.1093, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.1903, root_relative_squared_error: 0.4675,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8319, f_measure: 0.7808, kappa: 0.673, kb_relative_information_score: 3773.3239, mean_absolute_error: 0.1058, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.7915, predictive_accuracy: 0.7883, prior_entropy: 1.7151, recall: 0.7883, relative_absolute_error: 0.3195, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.3253, root_relative_squared_error: 0.7995,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.877, f_measure: 0.8448, kappa: 0.7633, kb_relative_information_score: 4192.366, mean_absolute_error: 0.077, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.8565, predictive_accuracy: 0.846, prior_entropy: 1.7151, recall: 0.846, relative_absolute_error: 0.2324, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.2775, root_relative_squared_error: 0.6818,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 694.3067, mean_absolute_error: 0.2979, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, predictive_accuracy: 0.4041, prior_entropy: 1.7151, recall: 0.4041, relative_absolute_error: 0.8994, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.5458, root_relative_squared_error: 1.3413,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9416, f_measure: 0.9243, kappa: 0.8856, kb_relative_information_score: 4878.7812, mean_absolute_error: 0.0378, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9243, predictive_accuracy: 0.9243, prior_entropy: 1.7151, recall: 0.9243, relative_absolute_error: 0.1143, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.1945, root_relative_squared_error: 0.4781,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.915, f_measure: 0.8919, kappa: 0.8361, kb_relative_information_score: 4587.576, mean_absolute_error: 0.0538, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.8939, predictive_accuracy: 0.8924, prior_entropy: 1.7151, recall: 0.8924, relative_absolute_error: 0.1624, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.2319, root_relative_squared_error: 0.5699,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7645, f_measure: 0.6995, kappa: 0.5412, kb_relative_information_score: 3036.6192, mean_absolute_error: 0.1454, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.8012, predictive_accuracy: 0.7091, prior_entropy: 1.7151, recall: 0.7091, relative_absolute_error: 0.4391, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.3814, root_relative_squared_error: 0.9371,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9425, f_measure: 0.9254, kappa: 0.8873, kb_relative_information_score: 4887.361, mean_absolute_error: 0.0373, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9254, predictive_accuracy: 0.9254, prior_entropy: 1.7151, recall: 0.9254, relative_absolute_error: 0.1126, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.1931, root_relative_squared_error: 0.4746,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6625, kappa: 0.3236, kb_relative_information_score: 1927.633, mean_absolute_error: 0.2056, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, predictive_accuracy: 0.5889, prior_entropy: 1.7151, recall: 0.5889, relative_absolute_error: 0.6206, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.4534, root_relative_squared_error: 1.1141,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9224, f_measure: 0.9008, kappa: 0.8498, kb_relative_information_score: 4668.961, mean_absolute_error: 0.0494, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9019, predictive_accuracy: 0.9012, prior_entropy: 1.7151, recall: 0.9012, relative_absolute_error: 0.1491, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.2223, root_relative_squared_error: 0.5461,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7825, f_measure: 0.7163, kappa: 0.5751, kb_relative_information_score: 3269.1238, mean_absolute_error: 0.1364, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.7388, predictive_accuracy: 0.7273, prior_entropy: 1.7151, recall: 0.7273, relative_absolute_error: 0.4117, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.3693, root_relative_squared_error: 0.9074,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9062, f_measure: 0.881, kappa: 0.8194, kb_relative_information_score: 4493.0255, mean_absolute_error: 0.0591, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.8845, predictive_accuracy: 0.8818, prior_entropy: 1.7151, recall: 0.8818, relative_absolute_error: 0.1784, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.2431, root_relative_squared_error: 0.5974,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 694.3067, mean_absolute_error: 0.2979, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, predictive_accuracy: 0.4041, prior_entropy: 1.7151, recall: 0.4041, relative_absolute_error: 0.8994, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.5458, root_relative_squared_error: 1.3413,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8591, f_measure: 0.823, kappa: 0.7288, kb_relative_information_score: 4015.8242, mean_absolute_error: 0.0879, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.8437, predictive_accuracy: 0.8242, prior_entropy: 1.7151, recall: 0.8242, relative_absolute_error: 0.2653, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.2965, root_relative_squared_error: 0.7285,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7342, f_measure: 0.6472, kappa: 0.4775, kb_relative_information_score: 2757.0139, mean_absolute_error: 0.1651, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.7075, predictive_accuracy: 0.6697, prior_entropy: 1.7151, recall: 0.6697, relative_absolute_error: 0.4986, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.4064, root_relative_squared_error: 0.9986,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6507, kappa: 0.2994, kb_relative_information_score: 1826.8019, mean_absolute_error: 0.2134, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, predictive_accuracy: 0.5731, prior_entropy: 1.7151, recall: 0.5731, relative_absolute_error: 0.6444, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.462, root_relative_squared_error: 1.1353,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9337, f_measure: 0.9146, kappa: 0.8708, kb_relative_information_score: 4785.9306, mean_absolute_error: 0.0426, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9148, predictive_accuracy: 0.9148, prior_entropy: 1.7151, recall: 0.9148, relative_absolute_error: 0.1286, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.2064, root_relative_squared_error: 0.5073,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8166, f_measure: 0.7697, kappa: 0.6458, kb_relative_information_score: 3578.1334, mean_absolute_error: 0.1136, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.8204, predictive_accuracy: 0.7727, prior_entropy: 1.7151, recall: 0.7727, relative_absolute_error: 0.3431, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.3371, root_relative_squared_error: 0.8284,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9462, f_measure: 0.9305, kappa: 0.8949, kb_relative_information_score: 4921.8647, mean_absolute_error: 0.0347, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9306, predictive_accuracy: 0.9305, prior_entropy: 1.7151, recall: 0.9305, relative_absolute_error: 0.1049, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.1864, root_relative_squared_error: 0.458,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9451, f_measure: 0.9296, kappa: 0.8934, kb_relative_information_score: 4912.9281, mean_absolute_error: 0.0352, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9297, predictive_accuracy: 0.9296, prior_entropy: 1.7151, recall: 0.9296, relative_absolute_error: 0.1062, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.1876, root_relative_squared_error: 0.461,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8005, f_measure: 0.74, kappa: 0.6113, kb_relative_information_score: 3468.9701, mean_absolute_error: 0.1254, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.7581, predictive_accuracy: 0.7493, prior_entropy: 1.7151, recall: 0.7493, relative_absolute_error: 0.3785, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.3541, root_relative_squared_error: 0.8701,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7706, f_measure: 0.708, kappa: 0.5537, kb_relative_information_score: 3099.5424, mean_absolute_error: 0.1417, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.8038, predictive_accuracy: 0.7166, prior_entropy: 1.7151, recall: 0.7166, relative_absolute_error: 0.4277, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.3764, root_relative_squared_error: 0.925,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9395, f_measure: 0.9219, kappa: 0.8819, kb_relative_information_score: 4854.7616, mean_absolute_error: 0.039, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9219, predictive_accuracy: 0.9219, prior_entropy: 1.7151, recall: 0.9219, relative_absolute_error: 0.1179, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.1976, root_relative_squared_error: 0.4855,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9454, f_measure: 0.9299, kappa: 0.894, kb_relative_information_score: 4913.9593, mean_absolute_error: 0.035, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.93, predictive_accuracy: 0.93, prior_entropy: 1.7151, recall: 0.93, relative_absolute_error: 0.1057, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.1871, root_relative_squared_error: 0.4598,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8933, f_measure: 0.8652, kappa: 0.7949, kb_relative_information_score: 4359.0381, mean_absolute_error: 0.0669, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.8717, predictive_accuracy: 0.8662, prior_entropy: 1.7151, recall: 0.8662, relative_absolute_error: 0.202, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.2586, root_relative_squared_error: 0.6356,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9421, f_measure: 0.9248, kappa: 0.8864, kb_relative_information_score: 4882.9319, mean_absolute_error: 0.0376, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9248, predictive_accuracy: 0.9249, prior_entropy: 1.7151, recall: 0.9249, relative_absolute_error: 0.1134, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.1938, root_relative_squared_error: 0.4763,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9442, f_measure: 0.9278, kappa: 0.8908, kb_relative_information_score: 4903.9575, mean_absolute_error: 0.0361, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9279, predictive_accuracy: 0.9278, prior_entropy: 1.7151, recall: 0.9278, relative_absolute_error: 0.109, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.19, root_relative_squared_error: 0.4669,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9465, f_measure: 0.9307, kappa: 0.8953, kb_relative_information_score: 4924.4853, mean_absolute_error: 0.0346, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9308, predictive_accuracy: 0.9307, prior_entropy: 1.7151, recall: 0.9307, relative_absolute_error: 0.1046, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.1861, root_relative_squared_error: 0.4574,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9459, f_measure: 0.9302, kappa: 0.8944, kb_relative_information_score: 4919.9531, mean_absolute_error: 0.0349, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9303, predictive_accuracy: 0.9302, prior_entropy: 1.7151, recall: 0.9302, relative_absolute_error: 0.1054, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.1869, root_relative_squared_error: 0.4592,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9452, f_measure: 0.9296, kappa: 0.8935, kb_relative_information_score: 4911.5492, mean_absolute_error: 0.0352, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9296, predictive_accuracy: 0.9296, prior_entropy: 1.7151, recall: 0.9296, relative_absolute_error: 0.1062, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.1876, root_relative_squared_error: 0.461,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8904, f_measure: 0.8616, kappa: 0.7894, kb_relative_information_score: 4328.2434, mean_absolute_error: 0.0686, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.8689, predictive_accuracy: 0.8627, prior_entropy: 1.7151, recall: 0.8627, relative_absolute_error: 0.2072, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.262, root_relative_squared_error: 0.6438,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6985, f_measure: 0.5946, kappa: 0.4042, kb_relative_information_score: 2392.657, mean_absolute_error: 0.1866, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.6778, predictive_accuracy: 0.6268, prior_entropy: 1.7151, recall: 0.6268, relative_absolute_error: 0.5633, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.432, root_relative_squared_error: 1.0615,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 694.3067, mean_absolute_error: 0.2979, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, predictive_accuracy: 0.4041, prior_entropy: 1.7151, recall: 0.4041, relative_absolute_error: 0.8994, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.5458, root_relative_squared_error: 1.3413,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6924, f_measure: 0.5851, kappa: 0.3916, kb_relative_information_score: 2329.9722, mean_absolute_error: 0.1902, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.6739, predictive_accuracy: 0.6197, prior_entropy: 1.7151, recall: 0.6197, relative_absolute_error: 0.5741, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.4361, root_relative_squared_error: 1.0716,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9206, f_measure: 0.8984, kappa: 0.8461, kb_relative_information_score: 4647.4795, mean_absolute_error: 0.0506, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.8996, predictive_accuracy: 0.8988, prior_entropy: 1.7151, recall: 0.8988, relative_absolute_error: 0.1527, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.2249, root_relative_squared_error: 0.5527,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8853, f_measure: 0.854, kappa: 0.7788, kb_relative_information_score: 4319.0436, mean_absolute_error: 0.0723, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.8562, predictive_accuracy: 0.8554, prior_entropy: 1.7151, recall: 0.8554, relative_absolute_error: 0.2183, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.2689, root_relative_squared_error: 0.6608,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.942, f_measure: 0.9246, kappa: 0.8862, kb_relative_information_score: 4882.2623, mean_absolute_error: 0.0377, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9246, predictive_accuracy: 0.9247, prior_entropy: 1.7151, recall: 0.9247, relative_absolute_error: 0.1137, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.1941, root_relative_squared_error: 0.4769,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7804, f_measure: 0.7134, kappa: 0.5709, kb_relative_information_score: 3246.7083, mean_absolute_error: 0.1376, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.7365, predictive_accuracy: 0.7247, prior_entropy: 1.7151, recall: 0.7247, relative_absolute_error: 0.4156, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.371, root_relative_squared_error: 0.9117,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.94, f_measure: 0.9224, kappa: 0.8827, kb_relative_information_score: 4860.1003, mean_absolute_error: 0.0388, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9225, predictive_accuracy: 0.9225, prior_entropy: 1.7151, recall: 0.9225, relative_absolute_error: 0.117, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.1969, root_relative_squared_error: 0.4838,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.885, f_measure: 0.855, kappa: 0.779, kb_relative_information_score: 4275.8856, mean_absolute_error: 0.0719, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.864, predictive_accuracy: 0.8561, prior_entropy: 1.7151, recall: 0.8561, relative_absolute_error: 0.2172, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.2682, root_relative_squared_error: 0.6591,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9447, f_measure: 0.9285, kappa: 0.8919, kb_relative_information_score: 4908.4698, mean_absolute_error: 0.0357, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9286, predictive_accuracy: 0.9285, prior_entropy: 1.7151, recall: 0.9285, relative_absolute_error: 0.1079, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.1891, root_relative_squared_error: 0.4646,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8909, f_measure: 0.8608, kappa: 0.7891, kb_relative_information_score: 4369.5397, mean_absolute_error: 0.069, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.8625, predictive_accuracy: 0.862, prior_entropy: 1.7151, recall: 0.862, relative_absolute_error: 0.2083, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.2627, root_relative_squared_error: 0.6455,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9271, f_measure: 0.9066, kappa: 0.8586, kb_relative_information_score: 4717.0911, mean_absolute_error: 0.0466, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9072, predictive_accuracy: 0.9069, prior_entropy: 1.7151, recall: 0.9069, relative_absolute_error: 0.1405, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.2158, root_relative_squared_error: 0.5302,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 694.3067, mean_absolute_error: 0.2979, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, predictive_accuracy: 0.4041, prior_entropy: 1.7151, recall: 0.4041, relative_absolute_error: 0.8994, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.5458, root_relative_squared_error: 1.3413,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7316, f_measure: 0.6437, kappa: 0.4723, kb_relative_information_score: 2732.1058, mean_absolute_error: 0.1667, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.7058, predictive_accuracy: 0.6666, prior_entropy: 1.7151, recall: 0.6666, relative_absolute_error: 0.5033, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.4083, root_relative_squared_error: 1.0033,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7939, f_measure: 0.7395, kappa: 0.6004, kb_relative_information_score: 3335.8202, mean_absolute_error: 0.1275, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.8111, predictive_accuracy: 0.7451, prior_entropy: 1.7151, recall: 0.7451, relative_absolute_error: 0.3848, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.357, root_relative_squared_error: 0.8774,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7609, f_measure: 0.6948, kappa: 0.5342, kb_relative_information_score: 3005.2343, mean_absolute_error: 0.1476, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.7994, predictive_accuracy: 0.7047, prior_entropy: 1.7151, recall: 0.7047, relative_absolute_error: 0.4457, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.3842, root_relative_squared_error: 0.9442,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7627, f_measure: 0.6874, kappa: 0.5347, kb_relative_information_score: 3042.1963, mean_absolute_error: 0.1481, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.7215, predictive_accuracy: 0.7038, prior_entropy: 1.7151, recall: 0.7038, relative_absolute_error: 0.4471, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.3848, root_relative_squared_error: 0.9457,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8779, f_measure: 0.8458, kappa: 0.765, kb_relative_information_score: 4201.6792, mean_absolute_error: 0.0764, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.8573, predictive_accuracy: 0.8471, prior_entropy: 1.7151, recall: 0.8471, relative_absolute_error: 0.2307, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.2765, root_relative_squared_error: 0.6794,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9359, f_measure: 0.9176, kappa: 0.8753, kb_relative_information_score: 4811.196, mean_absolute_error: 0.0411, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9178, predictive_accuracy: 0.9177, prior_entropy: 1.7151, recall: 0.9177, relative_absolute_error: 0.1242, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.2028, root_relative_squared_error: 0.4985,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9125, f_measure: 0.8889, kappa: 0.8314, kb_relative_information_score: 4559.6849, mean_absolute_error: 0.0553, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.8915, predictive_accuracy: 0.8895, prior_entropy: 1.7151, recall: 0.8895, relative_absolute_error: 0.1668, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.2351, root_relative_squared_error: 0.5777,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 694.3067, mean_absolute_error: 0.2979, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, predictive_accuracy: 0.4041, prior_entropy: 1.7151, recall: 0.4041, relative_absolute_error: 0.8994, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.5458, root_relative_squared_error: 1.3413,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8587, f_measure: 0.8225, kappa: 0.728, kb_relative_information_score: 4011.7178, mean_absolute_error: 0.0882, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.8436, predictive_accuracy: 0.8237, prior_entropy: 1.7151, recall: 0.8237, relative_absolute_error: 0.2662, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.2969, root_relative_squared_error: 0.7296,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9425, f_measure: 0.9254, kappa: 0.8873, kb_relative_information_score: 4887.361, mean_absolute_error: 0.0373, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9254, predictive_accuracy: 0.9254, prior_entropy: 1.7151, recall: 0.9254, relative_absolute_error: 0.1126, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.1931, root_relative_squared_error: 0.4746,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6034, kappa: 0.2093, kb_relative_information_score: 1500.5747, mean_absolute_error: 0.2372, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, predictive_accuracy: 0.5257, prior_entropy: 1.7151, recall: 0.5257, relative_absolute_error: 0.716, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.487, root_relative_squared_error: 1.1967,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9358, f_measure: 0.9172, kappa: 0.8748, kb_relative_information_score: 4812.556, mean_absolute_error: 0.0413, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9174, predictive_accuracy: 0.9173, prior_entropy: 1.7151, recall: 0.9173, relative_absolute_error: 0.1248, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.2033, root_relative_squared_error: 0.4996,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8599, f_measure: 0.8239, kappa: 0.7303, kb_relative_information_score: 4023.3822, mean_absolute_error: 0.0874, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.8442, predictive_accuracy: 0.8251, prior_entropy: 1.7151, recall: 0.8251, relative_absolute_error: 0.2639, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.2957, root_relative_squared_error: 0.7266,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.905, f_measure: 0.8787, kappa: 0.816, kb_relative_information_score: 4508.9239, mean_absolute_error: 0.0604, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.8795, predictive_accuracy: 0.8792, prior_entropy: 1.7151, recall: 0.8792, relative_absolute_error: 0.1823, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.2457, root_relative_squared_error: 0.6039,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7861, f_measure: 0.7293, kappa: 0.585, kb_relative_information_score: 3261.9381, mean_absolute_error: 0.1322, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.809, predictive_accuracy: 0.7355, prior_entropy: 1.7151, recall: 0.7355, relative_absolute_error: 0.3992, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.3636, root_relative_squared_error: 0.8936,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 694.3067, mean_absolute_error: 0.2979, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, predictive_accuracy: 0.4041, prior_entropy: 1.7151, recall: 0.4041, relative_absolute_error: 0.8994, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.5458, root_relative_squared_error: 1.3413,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.655, kappa: 0.3092, kb_relative_information_score: 1874.096, mean_absolute_error: 0.2095, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, predictive_accuracy: 0.581, prior_entropy: 1.7151, recall: 0.581, relative_absolute_error: 0.6325, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.4577, root_relative_squared_error: 1.1247,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9043, f_measure: 0.8786, kappa: 0.8157, kb_relative_information_score: 4474.1257, mean_absolute_error: 0.0603, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.8824, predictive_accuracy: 0.8794, prior_entropy: 1.7151, recall: 0.8794, relative_absolute_error: 0.182, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.2456, root_relative_squared_error: 0.6034,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 694.3067, mean_absolute_error: 0.2979, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, predictive_accuracy: 0.4041, prior_entropy: 1.7151, recall: 0.4041, relative_absolute_error: 0.8994, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.5458, root_relative_squared_error: 1.3413,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9437, f_measure: 0.9274, kappa: 0.8902, kb_relative_information_score: 4896.7513, mean_absolute_error: 0.0363, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9275, predictive_accuracy: 0.9274, prior_entropy: 1.7151, recall: 0.9274, relative_absolute_error: 0.1096, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.1905, root_relative_squared_error: 0.4681,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7576, f_measure: 0.6904, kappa: 0.5277, kb_relative_information_score: 2975.7315, mean_absolute_error: 0.1497, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.7978, predictive_accuracy: 0.7007, prior_entropy: 1.7151, recall: 0.7007, relative_absolute_error: 0.4518, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.3868, root_relative_squared_error: 0.9506,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9436, f_measure: 0.9274, kappa: 0.8901, kb_relative_information_score: 4896.766, mean_absolute_error: 0.0363, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9275, predictive_accuracy: 0.9274, prior_entropy: 1.7151, recall: 0.9274, relative_absolute_error: 0.1096, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.1905, root_relative_squared_error: 0.4681,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5003, kappa: 0.0006, kb_relative_information_score: 696.7316, mean_absolute_error: 0.2977, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, predictive_accuracy: 0.4045, prior_entropy: 1.7151, recall: 0.4045, relative_absolute_error: 0.8989, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.5457, root_relative_squared_error: 1.3409,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9412, f_measure: 0.9243, kappa: 0.8853, kb_relative_information_score: 4866.0338, mean_absolute_error: 0.0378, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.9244, predictive_accuracy: 0.9243, prior_entropy: 1.7151, recall: 0.9243, relative_absolute_error: 0.1143, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.1945, root_relative_squared_error: 0.4781,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 694.3067, mean_absolute_error: 0.2979, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, predictive_accuracy: 0.4041, prior_entropy: 1.7151, recall: 0.4041, relative_absolute_error: 0.8994, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.5458, root_relative_squared_error: 1.3413,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.868, f_measure: 0.8339, kappa: 0.7461, kb_relative_information_score: 4102.4714, mean_absolute_error: 0.0824, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.8497, predictive_accuracy: 0.8352, prior_entropy: 1.7151, recall: 0.8352, relative_absolute_error: 0.2487, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.287, root_relative_squared_error: 0.7053,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8348, f_measure: 0.7932, kappa: 0.6821, kb_relative_information_score: 3779.514, mean_absolute_error: 0.1025, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.8292, predictive_accuracy: 0.7949, prior_entropy: 1.7151, recall: 0.7949, relative_absolute_error: 0.3096, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.3202, root_relative_squared_error: 0.7869,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8197, f_measure: 0.7737, kappa: 0.6518, kb_relative_information_score: 3612.678, mean_absolute_error: 0.1118, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.822, predictive_accuracy: 0.7764, prior_entropy: 1.7151, recall: 0.7764, relative_absolute_error: 0.3375, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.3344, root_relative_squared_error: 0.8217,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6822, f_measure: 0.5686, kappa: 0.3698, kb_relative_information_score: 2218.2028, mean_absolute_error: 0.1963, mean_prior_absolute_error: 0.3312, number_of_instances: 5456, precision: 0.6672, predictive_accuracy: 0.6074, prior_entropy: 1.7151, recall: 0.6074, relative_absolute_error: 0.5926, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.4431, root_relative_squared_error: 1.0887,

Metric:

Timeline

Plotting contribution timeline

Leaderboard

Rank Name Top Score Entries Highest rank

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

Challenge

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

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

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

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

Given inputs

Expected outputs

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

How to submit runs

Using your favorite machine learning environment

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

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From your own software

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

OpenML APIs