Task
Supervised Classification on tic-tac-toe

Supervised Classification on tic-tac-toe

Task 49 Supervised Classification tic-tac-toe 112570 runs submitted
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  • at2 basic mythbusting mythbusting_1 OpenML-CC18 OpenML100 study_1 study_107 study_123 study_14 study_15 study_20 study_29 study_30 study_41 study_7 study_70 study_73 study_98 study_99 under100k under1m
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112570 Runs

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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9922, f_measure: 0.9864, kappa: 0.9698, kb_relative_information_score: 0.7406, mean_absolute_error: 0.1402, mean_prior_absolute_error: 0.453, weighted_recall: 0.9864, number_of_instances: 958, precision: 0.9867, predictive_accuracy: 0.9864, prior_entropy: 0.931, relative_absolute_error: 0.3095, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2006, root_relative_squared_error: 0.4216, unweighted_recall: 0.9804,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.988, f_measure: 0.8422, kappa: 0.643, kb_relative_information_score: 0.3386, mean_absolute_error: 0.33, mean_prior_absolute_error: 0.453, weighted_recall: 0.8539, number_of_instances: 958, precision: 0.8781, predictive_accuracy: 0.8539, prior_entropy: 0.931, relative_absolute_error: 0.7285, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3563, root_relative_squared_error: 0.7488, unweighted_recall: 0.7906,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9576, f_measure: 0.7665, kappa: 0.475, kb_relative_information_score: 0.2587, mean_absolute_error: 0.3588, mean_prior_absolute_error: 0.453, weighted_recall: 0.7944, number_of_instances: 958, precision: 0.8375, predictive_accuracy: 0.7944, prior_entropy: 0.931, relative_absolute_error: 0.792, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3861, root_relative_squared_error: 0.8114, unweighted_recall: 0.7054,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9906, kappa: 0.9791, kb_relative_information_score: 0.8026, mean_absolute_error: 0.1115, mean_prior_absolute_error: 0.453, weighted_recall: 0.9906, number_of_instances: 958, precision: 0.9907, predictive_accuracy: 0.9906, prior_entropy: 0.931, relative_absolute_error: 0.246, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1565, root_relative_squared_error: 0.3288, unweighted_recall: 0.9864,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9374, f_measure: 0.6539, kappa: 0.2449, kb_relative_information_score: 0.1786, mean_absolute_error: 0.3896, mean_prior_absolute_error: 0.453, weighted_recall: 0.7223, number_of_instances: 958, precision: 0.8051, predictive_accuracy: 0.7223, prior_entropy: 0.931, relative_absolute_error: 0.8601, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4148, root_relative_squared_error: 0.8716, unweighted_recall: 0.5994,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9917, f_measure: 0.9597, kappa: 0.91, kb_relative_information_score: 0.6331, mean_absolute_error: 0.1926, mean_prior_absolute_error: 0.453, weighted_recall: 0.9603, number_of_instances: 958, precision: 0.9626, predictive_accuracy: 0.9603, prior_entropy: 0.931, relative_absolute_error: 0.4251, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2498, root_relative_squared_error: 0.5248, unweighted_recall: 0.9428,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8804, f_measure: 0.6664, kappa: 0.2692, kb_relative_information_score: 0.1576, mean_absolute_error: 0.395, mean_prior_absolute_error: 0.453, weighted_recall: 0.7296, number_of_instances: 958, precision: 0.8088, predictive_accuracy: 0.7296, prior_entropy: 0.931, relative_absolute_error: 0.8718, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4218, root_relative_squared_error: 0.8864, unweighted_recall: 0.6099,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9952, f_measure: 0.8965, kappa: 0.7663, kb_relative_information_score: 0.3879, mean_absolute_error: 0.3108, mean_prior_absolute_error: 0.453, weighted_recall: 0.9008, number_of_instances: 958, precision: 0.9116, predictive_accuracy: 0.9008, prior_entropy: 0.931, relative_absolute_error: 0.686, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3371, root_relative_squared_error: 0.7085, unweighted_recall: 0.859,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9147, f_measure: 0.5922, kappa: 0.1298, kb_relative_information_score: 0.1469, mean_absolute_error: 0.401, mean_prior_absolute_error: 0.453, weighted_recall: 0.6889, number_of_instances: 958, precision: 0.7893, predictive_accuracy: 0.6889, prior_entropy: 0.931, relative_absolute_error: 0.8852, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4257, root_relative_squared_error: 0.8946, unweighted_recall: 0.5512,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.9906, kappa: 0.9791, kb_relative_information_score: 0.7734, mean_absolute_error: 0.1268, mean_prior_absolute_error: 0.453, weighted_recall: 0.9906, number_of_instances: 958, precision: 0.9907, predictive_accuracy: 0.9906, prior_entropy: 0.931, relative_absolute_error: 0.2798, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.172, root_relative_squared_error: 0.3614, unweighted_recall: 0.9864,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.987, f_measure: 0.8652, kappa: 0.695, kb_relative_information_score: 0.446, mean_absolute_error: 0.2727, mean_prior_absolute_error: 0.453, weighted_recall: 0.8737, number_of_instances: 958, precision: 0.8942, predictive_accuracy: 0.8737, prior_entropy: 0.931, relative_absolute_error: 0.602, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3238, root_relative_squared_error: 0.6805, unweighted_recall: 0.8178,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.991, f_measure: 0.8583, kappa: 0.6794, kb_relative_information_score: 0.3392, mean_absolute_error: 0.3304, mean_prior_absolute_error: 0.453, weighted_recall: 0.8674, number_of_instances: 958, precision: 0.8876, predictive_accuracy: 0.8674, prior_entropy: 0.931, relative_absolute_error: 0.7293, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3559, root_relative_squared_error: 0.7478, unweighted_recall: 0.8101,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9959, f_measure: 0.9874, kappa: 0.9721, kb_relative_information_score: 0.6566, mean_absolute_error: 0.1849, mean_prior_absolute_error: 0.453, weighted_recall: 0.9875, number_of_instances: 958, precision: 0.9877, predictive_accuracy: 0.9875, prior_entropy: 0.931, relative_absolute_error: 0.4081, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2318, root_relative_squared_error: 0.4872, unweighted_recall: 0.9819,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9993, f_measure: 0.9916, kappa: 0.9815, kb_relative_information_score: 0.6432, mean_absolute_error: 0.1945, mean_prior_absolute_error: 0.453, weighted_recall: 0.9916, number_of_instances: 958, precision: 0.9918, predictive_accuracy: 0.9916, prior_entropy: 0.931, relative_absolute_error: 0.4293, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2295, root_relative_squared_error: 0.4823, unweighted_recall: 0.988,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8691, f_measure: 0.5469, kappa: 0.0506, kb_relative_information_score: 0.1052, mean_absolute_error: 0.4154, mean_prior_absolute_error: 0.453, weighted_recall: 0.667, number_of_instances: 958, precision: 0.7794, predictive_accuracy: 0.667, prior_entropy: 0.931, relative_absolute_error: 0.9169, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4401, root_relative_squared_error: 0.9248, unweighted_recall: 0.5196,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9895, kappa: 0.9768, kb_relative_information_score: 0.6396, mean_absolute_error: 0.1975, mean_prior_absolute_error: 0.453, weighted_recall: 0.9896, number_of_instances: 958, precision: 0.9897, predictive_accuracy: 0.9896, prior_entropy: 0.931, relative_absolute_error: 0.4359, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2292, root_relative_squared_error: 0.4817, unweighted_recall: 0.9849,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9906, kappa: 0.9791, kb_relative_information_score: 0.7335, mean_absolute_error: 0.1484, mean_prior_absolute_error: 0.453, weighted_recall: 0.9906, number_of_instances: 958, precision: 0.9907, predictive_accuracy: 0.9906, prior_entropy: 0.931, relative_absolute_error: 0.3275, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1884, root_relative_squared_error: 0.396, unweighted_recall: 0.9864,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9941, f_measure: 0.9821, kappa: 0.9603, kb_relative_information_score: 0.6407, mean_absolute_error: 0.1914, mean_prior_absolute_error: 0.453, weighted_recall: 0.9823, number_of_instances: 958, precision: 0.9827, predictive_accuracy: 0.9823, prior_entropy: 0.931, relative_absolute_error: 0.4225, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2411, root_relative_squared_error: 0.5067, unweighted_recall: 0.9744,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8963, f_measure: 0.5818, kappa: 0.1112, kb_relative_information_score: 0.1348, mean_absolute_error: 0.4051, mean_prior_absolute_error: 0.453, weighted_recall: 0.6837, number_of_instances: 958, precision: 0.7869, predictive_accuracy: 0.6837, prior_entropy: 0.931, relative_absolute_error: 0.8942, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.43, root_relative_squared_error: 0.9037, unweighted_recall: 0.5437,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9822, f_measure: 0.8034, kappa: 0.5561, kb_relative_information_score: 0.295, mean_absolute_error: 0.3472, mean_prior_absolute_error: 0.453, weighted_recall: 0.8225, number_of_instances: 958, precision: 0.8572, predictive_accuracy: 0.8225, prior_entropy: 0.931, relative_absolute_error: 0.7664, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3725, root_relative_squared_error: 0.7829, unweighted_recall: 0.7454,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9916, kappa: 0.9815, kb_relative_information_score: 0.6849, mean_absolute_error: 0.174, mean_prior_absolute_error: 0.453, weighted_recall: 0.9916, number_of_instances: 958, precision: 0.9918, predictive_accuracy: 0.9916, prior_entropy: 0.931, relative_absolute_error: 0.384, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2107, root_relative_squared_error: 0.4427, unweighted_recall: 0.988,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9944, f_measure: 0.8928, kappa: 0.758, kb_relative_information_score: 0.3884, mean_absolute_error: 0.3106, mean_prior_absolute_error: 0.453, weighted_recall: 0.8977, number_of_instances: 958, precision: 0.91, predictive_accuracy: 0.8977, prior_entropy: 0.931, relative_absolute_error: 0.6855, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3369, root_relative_squared_error: 0.7079, unweighted_recall: 0.8538,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9992, f_measure: 0.9906, kappa: 0.9791, kb_relative_information_score: 0.6009, mean_absolute_error: 0.2153, mean_prior_absolute_error: 0.453, weighted_recall: 0.9906, number_of_instances: 958, precision: 0.9907, predictive_accuracy: 0.9906, prior_entropy: 0.931, relative_absolute_error: 0.4753, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.248, root_relative_squared_error: 0.5211, unweighted_recall: 0.9864,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9964, f_measure: 0.9111, kappa: 0.7997, kb_relative_information_score: 0.4069, mean_absolute_error: 0.3027, mean_prior_absolute_error: 0.453, weighted_recall: 0.9144, number_of_instances: 958, precision: 0.9237, predictive_accuracy: 0.9144, prior_entropy: 0.931, relative_absolute_error: 0.6683, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3295, root_relative_squared_error: 0.6925, unweighted_recall: 0.8772,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9993, f_measure: 0.98, kappa: 0.9557, kb_relative_information_score: 0.5347, mean_absolute_error: 0.2472, mean_prior_absolute_error: 0.453, weighted_recall: 0.9802, number_of_instances: 958, precision: 0.9806, predictive_accuracy: 0.9802, prior_entropy: 0.931, relative_absolute_error: 0.5457, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2765, root_relative_squared_error: 0.5811, unweighted_recall: 0.9721,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9945, f_measure: 0.9811, kappa: 0.958, kb_relative_information_score: 0.6046, mean_absolute_error: 0.2092, mean_prior_absolute_error: 0.453, weighted_recall: 0.9812, number_of_instances: 958, precision: 0.9816, predictive_accuracy: 0.9812, prior_entropy: 0.931, relative_absolute_error: 0.4617, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2555, root_relative_squared_error: 0.537, unweighted_recall: 0.9736,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9979, f_measure: 0.9576, kappa: 0.9054, kb_relative_information_score: 0.4904, mean_absolute_error: 0.2667, mean_prior_absolute_error: 0.453, weighted_recall: 0.9582, number_of_instances: 958, precision: 0.9601, predictive_accuracy: 0.9582, prior_entropy: 0.931, relative_absolute_error: 0.5887, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.295, root_relative_squared_error: 0.6199, unweighted_recall: 0.9412,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9976, f_measure: 0.9695, kappa: 0.9321, kb_relative_information_score: 0.5324, mean_absolute_error: 0.2466, mean_prior_absolute_error: 0.453, weighted_recall: 0.9697, number_of_instances: 958, precision: 0.9705, predictive_accuracy: 0.9697, prior_entropy: 0.931, relative_absolute_error: 0.5443, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2784, root_relative_squared_error: 0.5851, unweighted_recall: 0.9584,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9784, f_measure: 0.809, kappa: 0.5686, kb_relative_information_score: 0.3102, mean_absolute_error: 0.3399, mean_prior_absolute_error: 0.453, weighted_recall: 0.8267, number_of_instances: 958, precision: 0.8584, predictive_accuracy: 0.8267, prior_entropy: 0.931, relative_absolute_error: 0.7502, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3672, root_relative_squared_error: 0.7717, unweighted_recall: 0.7521,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, kb_relative_information_score: 0.0012, mean_absolute_error: 0.4525, mean_prior_absolute_error: 0.453, weighted_recall: 0.6534, number_of_instances: 958, predictive_accuracy: 0.6534, prior_entropy: 0.931, relative_absolute_error: 0.9989, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9888, f_measure: 0.8876, kappa: 0.7463, kb_relative_information_score: 0.4202, mean_absolute_error: 0.2933, mean_prior_absolute_error: 0.453, weighted_recall: 0.8925, number_of_instances: 958, precision: 0.903, predictive_accuracy: 0.8925, prior_entropy: 0.931, relative_absolute_error: 0.6475, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3269, root_relative_squared_error: 0.6869, unweighted_recall: 0.8491,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9916, kappa: 0.9815, kb_relative_information_score: 0.6473, mean_absolute_error: 0.1931, mean_prior_absolute_error: 0.453, weighted_recall: 0.9916, number_of_instances: 958, precision: 0.9918, predictive_accuracy: 0.9916, prior_entropy: 0.931, relative_absolute_error: 0.4262, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2269, root_relative_squared_error: 0.4768, unweighted_recall: 0.988,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9913, f_measure: 0.9357, kappa: 0.8556, kb_relative_information_score: 0.5392, mean_absolute_error: 0.2325, mean_prior_absolute_error: 0.453, weighted_recall: 0.9374, number_of_instances: 958, precision: 0.9428, predictive_accuracy: 0.9374, prior_entropy: 0.931, relative_absolute_error: 0.5132, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2896, root_relative_squared_error: 0.6085, unweighted_recall: 0.9096,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8832, f_measure: 0.5514, kappa: 0.0582, kb_relative_information_score: 0.1142, mean_absolute_error: 0.4125, mean_prior_absolute_error: 0.453, weighted_recall: 0.6691, number_of_instances: 958, precision: 0.7803, predictive_accuracy: 0.6691, prior_entropy: 0.931, relative_absolute_error: 0.9105, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.437, root_relative_squared_error: 0.9182, unweighted_recall: 0.5226,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9988, f_measure: 0.9779, kappa: 0.9509, kb_relative_information_score: 0.53, mean_absolute_error: 0.2487, mean_prior_absolute_error: 0.453, weighted_recall: 0.9781, number_of_instances: 958, precision: 0.9786, predictive_accuracy: 0.9781, prior_entropy: 0.931, relative_absolute_error: 0.5491, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2788, root_relative_squared_error: 0.5858, unweighted_recall: 0.9691,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9906, kappa: 0.9791, kb_relative_information_score: 0.6796, mean_absolute_error: 0.1767, mean_prior_absolute_error: 0.453, weighted_recall: 0.9906, number_of_instances: 958, precision: 0.9907, predictive_accuracy: 0.9906, prior_entropy: 0.931, relative_absolute_error: 0.39, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2129, root_relative_squared_error: 0.4475, unweighted_recall: 0.9864,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9456, f_measure: 0.7651, kappa: 0.4714, kb_relative_information_score: 0.271, mean_absolute_error: 0.3516, mean_prior_absolute_error: 0.453, weighted_recall: 0.7923, number_of_instances: 958, precision: 0.8305, predictive_accuracy: 0.7923, prior_entropy: 0.931, relative_absolute_error: 0.7761, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3826, root_relative_squared_error: 0.804, unweighted_recall: 0.7045,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9123, f_measure: 0.6024, kappa: 0.1482, kb_relative_information_score: 0.1448, mean_absolute_error: 0.4018, mean_prior_absolute_error: 0.453, weighted_recall: 0.6942, number_of_instances: 958, precision: 0.7917, predictive_accuracy: 0.6942, prior_entropy: 0.931, relative_absolute_error: 0.8869, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4262, root_relative_squared_error: 0.8956, unweighted_recall: 0.5587,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9897, f_measure: 0.8754, kappa: 0.7182, kb_relative_information_score: 0.4137, mean_absolute_error: 0.296, mean_prior_absolute_error: 0.453, weighted_recall: 0.882, number_of_instances: 958, precision: 0.8973, predictive_accuracy: 0.882, prior_entropy: 0.931, relative_absolute_error: 0.6535, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.329, root_relative_squared_error: 0.6914, unweighted_recall: 0.8319,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.997, f_measure: 0.9435, kappa: 0.8735, kb_relative_information_score: 0.4698, mean_absolute_error: 0.2749, mean_prior_absolute_error: 0.453, weighted_recall: 0.9447, number_of_instances: 958, precision: 0.9482, predictive_accuracy: 0.9447, prior_entropy: 0.931, relative_absolute_error: 0.6068, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3047, root_relative_squared_error: 0.6403, unweighted_recall: 0.9216,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9916, kappa: 0.9815, kb_relative_information_score: 0.7641, mean_absolute_error: 0.1325, mean_prior_absolute_error: 0.453, weighted_recall: 0.9916, number_of_instances: 958, precision: 0.9918, predictive_accuracy: 0.9916, prior_entropy: 0.931, relative_absolute_error: 0.2925, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1733, root_relative_squared_error: 0.3641, unweighted_recall: 0.988,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9885, kappa: 0.9744, kb_relative_information_score: 0.7423, mean_absolute_error: 0.1436, mean_prior_absolute_error: 0.453, weighted_recall: 0.9885, number_of_instances: 958, precision: 0.9887, predictive_accuracy: 0.9885, prior_entropy: 0.931, relative_absolute_error: 0.3169, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1852, root_relative_squared_error: 0.3891, unweighted_recall: 0.9834,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9977, f_measure: 0.9885, kappa: 0.9744, kb_relative_information_score: 0.7927, mean_absolute_error: 0.1148, mean_prior_absolute_error: 0.453, weighted_recall: 0.9885, number_of_instances: 958, precision: 0.9887, predictive_accuracy: 0.9885, prior_entropy: 0.931, relative_absolute_error: 0.2534, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1686, root_relative_squared_error: 0.3543, unweighted_recall: 0.9834,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9917, f_measure: 0.8699, kappa: 0.706, kb_relative_information_score: 0.3627, mean_absolute_error: 0.3207, mean_prior_absolute_error: 0.453, weighted_recall: 0.8768, number_of_instances: 958, precision: 0.8908, predictive_accuracy: 0.8768, prior_entropy: 0.931, relative_absolute_error: 0.708, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3468, root_relative_squared_error: 0.7288, unweighted_recall: 0.8265,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9977, f_measure: 0.9874, kappa: 0.9721, kb_relative_information_score: 0.6811, mean_absolute_error: 0.1732, mean_prior_absolute_error: 0.453, weighted_recall: 0.9875, number_of_instances: 958, precision: 0.9877, predictive_accuracy: 0.9875, prior_entropy: 0.931, relative_absolute_error: 0.3824, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2185, root_relative_squared_error: 0.4593, unweighted_recall: 0.9819,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.9737, kappa: 0.9414, kb_relative_information_score: 0.5049, mean_absolute_error: 0.2606, mean_prior_absolute_error: 0.453, weighted_recall: 0.9739, number_of_instances: 958, precision: 0.9747, predictive_accuracy: 0.9739, prior_entropy: 0.931, relative_absolute_error: 0.5752, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2889, root_relative_squared_error: 0.607, unweighted_recall: 0.9631,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9983, f_measure: 0.9853, kappa: 0.9674, kb_relative_information_score: 0.6605, mean_absolute_error: 0.1839, mean_prior_absolute_error: 0.453, weighted_recall: 0.9854, number_of_instances: 958, precision: 0.9857, predictive_accuracy: 0.9854, prior_entropy: 0.931, relative_absolute_error: 0.406, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2264, root_relative_squared_error: 0.4758, unweighted_recall: 0.9789,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9916, kappa: 0.9815, kb_relative_information_score: 0.661, mean_absolute_error: 0.1864, mean_prior_absolute_error: 0.453, weighted_recall: 0.9916, number_of_instances: 958, precision: 0.9918, predictive_accuracy: 0.9916, prior_entropy: 0.931, relative_absolute_error: 0.4116, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2205, root_relative_squared_error: 0.4633, unweighted_recall: 0.988,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9874, kappa: 0.9721, kb_relative_information_score: 0.6297, mean_absolute_error: 0.2008, mean_prior_absolute_error: 0.453, weighted_recall: 0.9875, number_of_instances: 958, precision: 0.9877, predictive_accuracy: 0.9875, prior_entropy: 0.931, relative_absolute_error: 0.4433, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2354, root_relative_squared_error: 0.4947, unweighted_recall: 0.9819,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9963, f_measure: 0.9435, kappa: 0.8735, kb_relative_information_score: 0.4989, mean_absolute_error: 0.2598, mean_prior_absolute_error: 0.453, weighted_recall: 0.9447, number_of_instances: 958, precision: 0.9482, predictive_accuracy: 0.9447, prior_entropy: 0.931, relative_absolute_error: 0.5735, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2955, root_relative_squared_error: 0.621, unweighted_recall: 0.9216,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9987, f_measure: 0.9874, kappa: 0.9721, kb_relative_information_score: 0.8252, mean_absolute_error: 0.0969, mean_prior_absolute_error: 0.453, weighted_recall: 0.9875, number_of_instances: 958, precision: 0.9877, predictive_accuracy: 0.9875, prior_entropy: 0.931, relative_absolute_error: 0.2139, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1519, root_relative_squared_error: 0.3192, unweighted_recall: 0.9819,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9394, f_measure: 0.7626, kappa: 0.4666, kb_relative_information_score: 0.2567, mean_absolute_error: 0.3571, mean_prior_absolute_error: 0.453, weighted_recall: 0.7912, number_of_instances: 958, precision: 0.8335, predictive_accuracy: 0.7912, prior_entropy: 0.931, relative_absolute_error: 0.7883, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3871, root_relative_squared_error: 0.8135, unweighted_recall: 0.7016,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9916, kappa: 0.9815, kb_relative_information_score: 0.6529, mean_absolute_error: 0.1908, mean_prior_absolute_error: 0.453, weighted_recall: 0.9916, number_of_instances: 958, precision: 0.9918, predictive_accuracy: 0.9916, prior_entropy: 0.931, relative_absolute_error: 0.4211, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2231, root_relative_squared_error: 0.4687, unweighted_recall: 0.988,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9983, f_measure: 0.9864, kappa: 0.9698, kb_relative_information_score: 0.6464, mean_absolute_error: 0.1914, mean_prior_absolute_error: 0.453, weighted_recall: 0.9864, number_of_instances: 958, precision: 0.9867, predictive_accuracy: 0.9864, prior_entropy: 0.931, relative_absolute_error: 0.4225, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2321, root_relative_squared_error: 0.4877, unweighted_recall: 0.9804,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9952, f_measure: 0.979, kappa: 0.9532, kb_relative_information_score: 0.5829, mean_absolute_error: 0.2187, mean_prior_absolute_error: 0.453, weighted_recall: 0.9791, number_of_instances: 958, precision: 0.9798, predictive_accuracy: 0.9791, prior_entropy: 0.931, relative_absolute_error: 0.4827, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2654, root_relative_squared_error: 0.5576, unweighted_recall: 0.9699,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9983, f_measure: 0.9843, kappa: 0.9653, kb_relative_information_score: 0.8561, mean_absolute_error: 0.0779, mean_prior_absolute_error: 0.453, weighted_recall: 0.9843, number_of_instances: 958, precision: 0.9844, predictive_accuracy: 0.9843, prior_entropy: 0.931, relative_absolute_error: 0.1719, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1433, root_relative_squared_error: 0.3012, unweighted_recall: 0.9802,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9883, f_measure: 0.8611, kappa: 0.6859, kb_relative_information_score: 0.4035, mean_absolute_error: 0.3, mean_prior_absolute_error: 0.453, weighted_recall: 0.8695, number_of_instances: 958, precision: 0.8871, predictive_accuracy: 0.8695, prior_entropy: 0.931, relative_absolute_error: 0.6623, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3334, root_relative_squared_error: 0.7007, unweighted_recall: 0.8146,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9864, kappa: 0.9698, kb_relative_information_score: 0.6044, mean_absolute_error: 0.2135, mean_prior_absolute_error: 0.453, weighted_recall: 0.9864, number_of_instances: 958, precision: 0.9866, predictive_accuracy: 0.9864, prior_entropy: 0.931, relative_absolute_error: 0.4712, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.247, root_relative_squared_error: 0.519, unweighted_recall: 0.9811,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9981, f_measure: 0.9554, kappa: 0.9004, kb_relative_information_score: 0.4775, mean_absolute_error: 0.2725, mean_prior_absolute_error: 0.453, weighted_recall: 0.9562, number_of_instances: 958, precision: 0.9586, predictive_accuracy: 0.9562, prior_entropy: 0.931, relative_absolute_error: 0.6015, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3006, root_relative_squared_error: 0.6316, unweighted_recall: 0.9375,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9846, f_measure: 0.911, kappa: 0.7994, kb_relative_information_score: 0.5105, mean_absolute_error: 0.2382, mean_prior_absolute_error: 0.453, weighted_recall: 0.9144, number_of_instances: 958, precision: 0.9243, predictive_accuracy: 0.9144, prior_entropy: 0.931, relative_absolute_error: 0.5257, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3036, root_relative_squared_error: 0.638, unweighted_recall: 0.8765,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9947, f_measure: 0.8984, kappa: 0.7706, kb_relative_information_score: 0.3823, mean_absolute_error: 0.3129, mean_prior_absolute_error: 0.453, weighted_recall: 0.9029, number_of_instances: 958, precision: 0.9155, predictive_accuracy: 0.9029, prior_entropy: 0.931, relative_absolute_error: 0.6907, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3393, root_relative_squared_error: 0.713, unweighted_recall: 0.8599,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8781, f_measure: 0.6716, kappa: 0.2795, kb_relative_information_score: 0.1586, mean_absolute_error: 0.3943, mean_prior_absolute_error: 0.453, weighted_recall: 0.7328, number_of_instances: 958, precision: 0.8103, predictive_accuracy: 0.7328, prior_entropy: 0.931, relative_absolute_error: 0.8704, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4216, root_relative_squared_error: 0.8859, unweighted_recall: 0.6145,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9916, kappa: 0.9815, kb_relative_information_score: 0.7364, mean_absolute_error: 0.1473, mean_prior_absolute_error: 0.453, weighted_recall: 0.9916, number_of_instances: 958, precision: 0.9918, predictive_accuracy: 0.9916, prior_entropy: 0.931, relative_absolute_error: 0.3251, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1861, root_relative_squared_error: 0.391, unweighted_recall: 0.988,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, f_measure: 0.9895, kappa: 0.9768, kb_relative_information_score: 0.8213, mean_absolute_error: 0.0991, mean_prior_absolute_error: 0.453, weighted_recall: 0.9896, number_of_instances: 958, precision: 0.9897, predictive_accuracy: 0.9896, prior_entropy: 0.931, relative_absolute_error: 0.2187, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1525, root_relative_squared_error: 0.3204, unweighted_recall: 0.9849,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9728, f_measure: 0.8081, kappa: 0.5663, kb_relative_information_score: 0.3249, mean_absolute_error: 0.3322, mean_prior_absolute_error: 0.453, weighted_recall: 0.8257, number_of_instances: 958, precision: 0.8563, predictive_accuracy: 0.8257, prior_entropy: 0.931, relative_absolute_error: 0.7333, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3623, root_relative_squared_error: 0.7614, unweighted_recall: 0.7513,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9895, kappa: 0.9768, kb_relative_information_score: 0.6218, mean_absolute_error: 0.2064, mean_prior_absolute_error: 0.453, weighted_recall: 0.9896, number_of_instances: 958, precision: 0.9897, predictive_accuracy: 0.9896, prior_entropy: 0.931, relative_absolute_error: 0.4556, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2371, root_relative_squared_error: 0.4983, unweighted_recall: 0.9849,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9944, f_measure: 0.9874, kappa: 0.9721, kb_relative_information_score: 0.7053, mean_absolute_error: 0.1596, mean_prior_absolute_error: 0.453, weighted_recall: 0.9875, number_of_instances: 958, precision: 0.9877, predictive_accuracy: 0.9875, prior_entropy: 0.931, relative_absolute_error: 0.3522, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2123, root_relative_squared_error: 0.4462, unweighted_recall: 0.9819,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9929, f_measure: 0.8836, kappa: 0.7371, kb_relative_information_score: 0.3636, mean_absolute_error: 0.3205, mean_prior_absolute_error: 0.453, weighted_recall: 0.8894, number_of_instances: 958, precision: 0.9028, predictive_accuracy: 0.8894, prior_entropy: 0.931, relative_absolute_error: 0.7076, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3464, root_relative_squared_error: 0.7279, unweighted_recall: 0.8425,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9828, f_measure: 0.8949, kappa: 0.7626, kb_relative_information_score: 0.464, mean_absolute_error: 0.2585, mean_prior_absolute_error: 0.453, weighted_recall: 0.8998, number_of_instances: 958, precision: 0.9131, predictive_accuracy: 0.8998, prior_entropy: 0.931, relative_absolute_error: 0.5706, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.319, root_relative_squared_error: 0.6704, unweighted_recall: 0.8554,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9916, kappa: 0.9815, kb_relative_information_score: 0.6806, mean_absolute_error: 0.1768, mean_prior_absolute_error: 0.453, weighted_recall: 0.9916, number_of_instances: 958, precision: 0.9918, predictive_accuracy: 0.9916, prior_entropy: 0.931, relative_absolute_error: 0.3904, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2109, root_relative_squared_error: 0.4432, unweighted_recall: 0.988,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9916, kappa: 0.9815, kb_relative_information_score: 0.7364, mean_absolute_error: 0.1473, mean_prior_absolute_error: 0.453, weighted_recall: 0.9916, number_of_instances: 958, precision: 0.9918, predictive_accuracy: 0.9916, prior_entropy: 0.931, relative_absolute_error: 0.3251, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1861, root_relative_squared_error: 0.391, unweighted_recall: 0.988,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9916, kappa: 0.9815, kb_relative_information_score: 0.6806, mean_absolute_error: 0.1768, mean_prior_absolute_error: 0.453, weighted_recall: 0.9916, number_of_instances: 958, precision: 0.9918, predictive_accuracy: 0.9916, prior_entropy: 0.931, relative_absolute_error: 0.3904, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2109, root_relative_squared_error: 0.4432, unweighted_recall: 0.988,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9906, kappa: 0.9791, kb_relative_information_score: 0.7538, mean_absolute_error: 0.1372, mean_prior_absolute_error: 0.453, weighted_recall: 0.9906, number_of_instances: 958, precision: 0.9907, predictive_accuracy: 0.9906, prior_entropy: 0.931, relative_absolute_error: 0.3029, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1804, root_relative_squared_error: 0.3792, unweighted_recall: 0.9864,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9906, kappa: 0.9791, kb_relative_information_score: 0.7865, mean_absolute_error: 0.1199, mean_prior_absolute_error: 0.453, weighted_recall: 0.9906, number_of_instances: 958, precision: 0.9907, predictive_accuracy: 0.9906, prior_entropy: 0.931, relative_absolute_error: 0.2646, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1641, root_relative_squared_error: 0.3449, unweighted_recall: 0.9864,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9916, kappa: 0.9815, kb_relative_information_score: 0.6774, mean_absolute_error: 0.1784, mean_prior_absolute_error: 0.453, weighted_recall: 0.9916, number_of_instances: 958, precision: 0.9918, predictive_accuracy: 0.9916, prior_entropy: 0.931, relative_absolute_error: 0.3937, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2124, root_relative_squared_error: 0.4464, unweighted_recall: 0.988,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9955, f_measure: 0.9906, kappa: 0.9791, kb_relative_information_score: 0.7359, mean_absolute_error: 0.1447, mean_prior_absolute_error: 0.453, weighted_recall: 0.9906, number_of_instances: 958, precision: 0.9907, predictive_accuracy: 0.9906, prior_entropy: 0.931, relative_absolute_error: 0.3194, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1964, root_relative_squared_error: 0.4127, unweighted_recall: 0.9864,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9265, f_measure: 0.7132, kappa: 0.3625, kb_relative_information_score: 0.2096, mean_absolute_error: 0.3765, mean_prior_absolute_error: 0.453, weighted_recall: 0.7578, number_of_instances: 958, precision: 0.8173, predictive_accuracy: 0.7578, prior_entropy: 0.931, relative_absolute_error: 0.8311, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4038, root_relative_squared_error: 0.8485, unweighted_recall: 0.652,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9686, f_measure: 0.7273, kappa: 0.3918, kb_relative_information_score: 0.2397, mean_absolute_error: 0.3677, mean_prior_absolute_error: 0.453, weighted_recall: 0.7672, number_of_instances: 958, precision: 0.823, predictive_accuracy: 0.7672, prior_entropy: 0.931, relative_absolute_error: 0.8117, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.393, root_relative_squared_error: 0.8258, unweighted_recall: 0.6656,

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