OpenML
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: 0.9968, f_measure: 0.9468, kappa: 0.8811, kb_relative_information_score: 0.4766, mean_absolute_error: 0.2723, mean_prior_absolute_error: 0.453, weighted_recall: 0.9478, number_of_instances: 958, precision: 0.9506, predictive_accuracy: 0.9478, prior_entropy: 0.931, relative_absolute_error: 0.601, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3013, root_relative_squared_error: 0.6331, unweighted_recall: 0.9268,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9927, kappa: 0.9838, kb_relative_information_score: 0.8009, mean_absolute_error: 0.113, mean_prior_absolute_error: 0.453, weighted_recall: 0.9927, number_of_instances: 958, precision: 0.9928, predictive_accuracy: 0.9927, prior_entropy: 0.931, relative_absolute_error: 0.2495, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1541, root_relative_squared_error: 0.3238, unweighted_recall: 0.9895,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9863, f_measure: 0.876, kappa: 0.7197, kb_relative_information_score: 0.4478, mean_absolute_error: 0.2733, mean_prior_absolute_error: 0.453, weighted_recall: 0.8831, number_of_instances: 958, precision: 0.9008, predictive_accuracy: 0.8831, prior_entropy: 0.931, relative_absolute_error: 0.6033, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3227, root_relative_squared_error: 0.6781, unweighted_recall: 0.8313,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9987, f_measure: 0.9895, kappa: 0.9768, kb_relative_information_score: 0.7982, mean_absolute_error: 0.1114, 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: 0.246, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1644, root_relative_squared_error: 0.3455, unweighted_recall: 0.9849,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8695, f_measure: 0.6541, kappa: 0.244, kb_relative_information_score: 0.1488, mean_absolute_error: 0.398, mean_prior_absolute_error: 0.453, weighted_recall: 0.7213, number_of_instances: 958, precision: 0.7952, predictive_accuracy: 0.7213, prior_entropy: 0.931, relative_absolute_error: 0.8785, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4249, root_relative_squared_error: 0.8929, unweighted_recall: 0.5993,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.9906, kappa: 0.9791, kb_relative_information_score: 0.7965, mean_absolute_error: 0.1144, 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: 0.2526, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1608, root_relative_squared_error: 0.3378, unweighted_recall: 0.9864,
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: 0.9998, f_measure: 0.9916, kappa: 0.9815, kb_relative_information_score: 0.7248, mean_absolute_error: 0.1538, 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: 0.3395, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.191, root_relative_squared_error: 0.4013, 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: 0.9456, 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: 0.9986, f_measure: 0.9906, kappa: 0.9791, kb_relative_information_score: 0.7086, mean_absolute_error: 0.1599, 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: 0.353, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2041, root_relative_squared_error: 0.4289, 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: 0.9967, f_measure: 0.977, kappa: 0.9492, kb_relative_information_score: 0.8618, mean_absolute_error: 0.0709, mean_prior_absolute_error: 0.453, weighted_recall: 0.977, number_of_instances: 958, precision: 0.977, predictive_accuracy: 0.977, prior_entropy: 0.931, relative_absolute_error: 0.1564, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.153, root_relative_squared_error: 0.3216, unweighted_recall: 0.9732,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9966, f_measure: 0.9708, kappa: 0.9354, kb_relative_information_score: 0.8694, mean_absolute_error: 0.066, mean_prior_absolute_error: 0.453, weighted_recall: 0.9708, number_of_instances: 958, precision: 0.9707, predictive_accuracy: 0.9708, prior_entropy: 0.931, relative_absolute_error: 0.1456, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1512, root_relative_squared_error: 0.3176, unweighted_recall: 0.967,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9993, f_measure: 0.9864, kappa: 0.9698, kb_relative_information_score: 0.5803, mean_absolute_error: 0.2256, 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: 0.498, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2561, root_relative_squared_error: 0.5382, unweighted_recall: 0.9804,
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: 0.9906, f_measure: 0.9368, kappa: 0.8581, kb_relative_information_score: 0.571, mean_absolute_error: 0.2176, mean_prior_absolute_error: 0.453, weighted_recall: 0.9384, number_of_instances: 958, precision: 0.9437, predictive_accuracy: 0.9384, prior_entropy: 0.931, relative_absolute_error: 0.4803, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2782, root_relative_squared_error: 0.5847, unweighted_recall: 0.9111,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9916, kappa: 0.9815, kb_relative_information_score: 0.751, mean_absolute_error: 0.1395, 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: 0.308, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1803, root_relative_squared_error: 0.3789, unweighted_recall: 0.988,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9923, f_measure: 0.939, kappa: 0.8631, kb_relative_information_score: 0.5138, mean_absolute_error: 0.2468, mean_prior_absolute_error: 0.453, weighted_recall: 0.9405, number_of_instances: 958, precision: 0.9455, predictive_accuracy: 0.9405, prior_entropy: 0.931, relative_absolute_error: 0.5448, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2967, root_relative_squared_error: 0.6235, unweighted_recall: 0.9142,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9977, f_measure: 0.978, kappa: 0.9514, kb_relative_information_score: 0.8627, mean_absolute_error: 0.0718, mean_prior_absolute_error: 0.453, weighted_recall: 0.9781, number_of_instances: 958, precision: 0.9781, predictive_accuracy: 0.9781, prior_entropy: 0.931, relative_absolute_error: 0.1585, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1468, root_relative_squared_error: 0.3084, unweighted_recall: 0.9733,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9204, f_measure: 0.7716, kappa: 0.4854, kb_relative_information_score: 0.2617, mean_absolute_error: 0.3529, mean_prior_absolute_error: 0.453, weighted_recall: 0.7965, number_of_instances: 958, precision: 0.8301, predictive_accuracy: 0.7965, prior_entropy: 0.931, relative_absolute_error: 0.7789, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3857, root_relative_squared_error: 0.8105, unweighted_recall: 0.712,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.991, f_measure: 0.9313, kappa: 0.8455, kb_relative_information_score: 0.4949, mean_absolute_error: 0.2558, mean_prior_absolute_error: 0.453, weighted_recall: 0.9332, number_of_instances: 958, precision: 0.9394, predictive_accuracy: 0.9332, prior_entropy: 0.931, relative_absolute_error: 0.5647, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3036, root_relative_squared_error: 0.6381, unweighted_recall: 0.9036,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9967, f_measure: 0.9258, kappa: 0.8333, kb_relative_information_score: 0.4453, mean_absolute_error: 0.2862, mean_prior_absolute_error: 0.453, weighted_recall: 0.928, number_of_instances: 958, precision: 0.934, predictive_accuracy: 0.928, prior_entropy: 0.931, relative_absolute_error: 0.6319, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3141, root_relative_squared_error: 0.6601, unweighted_recall: 0.8975,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.9895, kappa: 0.9768, kb_relative_information_score: 0.7898, mean_absolute_error: 0.1165, 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: 0.2572, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1666, root_relative_squared_error: 0.3501, unweighted_recall: 0.9849,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9932, f_measure: 0.9864, kappa: 0.9698, kb_relative_information_score: 0.7786, mean_absolute_error: 0.1203, 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: 0.2655, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1841, root_relative_squared_error: 0.3869, unweighted_recall: 0.9804,
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: 0.9911, f_measure: 0.8728, kappa: 0.7124, kb_relative_information_score: 0.3731, mean_absolute_error: 0.3157, mean_prior_absolute_error: 0.453, weighted_recall: 0.88, number_of_instances: 958, precision: 0.8967, predictive_accuracy: 0.88, prior_entropy: 0.931, relative_absolute_error: 0.6968, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3432, root_relative_squared_error: 0.7213, unweighted_recall: 0.8282,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9717, f_measure: 0.7991, kappa: 0.5464, kb_relative_information_score: 0.303, mean_absolute_error: 0.3416, mean_prior_absolute_error: 0.453, weighted_recall: 0.8184, number_of_instances: 958, precision: 0.8499, predictive_accuracy: 0.8184, prior_entropy: 0.931, relative_absolute_error: 0.754, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3704, root_relative_squared_error: 0.7784, unweighted_recall: 0.7415,
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: 0.9771, f_measure: 0.7683, kappa: 0.4795, kb_relative_information_score: 0.269, mean_absolute_error: 0.3571, mean_prior_absolute_error: 0.453, weighted_recall: 0.7965, number_of_instances: 958, precision: 0.8427, predictive_accuracy: 0.7965, prior_entropy: 0.931, relative_absolute_error: 0.7882, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3823, root_relative_squared_error: 0.8033, unweighted_recall: 0.707,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9961, f_measure: 0.9779, kappa: 0.9509, kb_relative_information_score: 0.6012, mean_absolute_error: 0.2102, mean_prior_absolute_error: 0.453, weighted_recall: 0.9781, number_of_instances: 958, precision: 0.9788, predictive_accuracy: 0.9781, prior_entropy: 0.931, relative_absolute_error: 0.4641, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2572, root_relative_squared_error: 0.5405, unweighted_recall: 0.9684,
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: 0.9995, f_measure: 0.9895, kappa: 0.9768, kb_relative_information_score: 0.6316, mean_absolute_error: 0.2006, 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: 0.4428, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2342, root_relative_squared_error: 0.492, unweighted_recall: 0.9856,
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: 0.988, f_measure: 0.863, kappa: 0.69, kb_relative_information_score: 0.4072, mean_absolute_error: 0.2984, mean_prior_absolute_error: 0.453, weighted_recall: 0.8716, number_of_instances: 958, precision: 0.8916, predictive_accuracy: 0.8716, prior_entropy: 0.931, relative_absolute_error: 0.6587, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3318, root_relative_squared_error: 0.6973, unweighted_recall: 0.8155,
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: 0.992, f_measure: 0.9445, kappa: 0.8756, kb_relative_information_score: 0.6254, mean_absolute_error: 0.1942, mean_prior_absolute_error: 0.453, weighted_recall: 0.9457, number_of_instances: 958, precision: 0.9499, predictive_accuracy: 0.9457, prior_entropy: 0.931, relative_absolute_error: 0.4288, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2552, root_relative_squared_error: 0.5362, unweighted_recall: 0.9217,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9985, f_measure: 0.95, kappa: 0.8881, kb_relative_information_score: 0.4728, mean_absolute_error: 0.2739, mean_prior_absolute_error: 0.453, weighted_recall: 0.9509, number_of_instances: 958, precision: 0.954, predictive_accuracy: 0.9509, prior_entropy: 0.931, relative_absolute_error: 0.6046, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3039, root_relative_squared_error: 0.6387, unweighted_recall: 0.9299,
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: 0.9934, f_measure: 0.9874, kappa: 0.9721, kb_relative_information_score: 0.7277, mean_absolute_error: 0.1472, 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: 0.325, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2048, root_relative_squared_error: 0.4303, unweighted_recall: 0.9819,
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: 0.9846, 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,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.9895, kappa: 0.9768, kb_relative_information_score: 0.7397, mean_absolute_error: 0.1444, 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: 0.3187, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1876, root_relative_squared_error: 0.3942, unweighted_recall: 0.9849,
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,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9895, kappa: 0.9768, kb_relative_information_score: 0.6434, mean_absolute_error: 0.1949, 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: 0.4302, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2283, root_relative_squared_error: 0.4797, unweighted_recall: 0.9849,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9985, f_measure: 0.9874, kappa: 0.9721, kb_relative_information_score: 0.8008, mean_absolute_error: 0.1095, 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: 0.2418, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1652, root_relative_squared_error: 0.3471, unweighted_recall: 0.9819,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9916, kappa: 0.9815, kb_relative_information_score: 0.6546, mean_absolute_error: 0.1899, 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: 0.4193, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2223, root_relative_squared_error: 0.4672, unweighted_recall: 0.988,
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: 0.9944, 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: 0.9954, f_measure: 0.9645, kappa: 0.9217, kb_relative_information_score: 0.8798, mean_absolute_error: 0.0582, mean_prior_absolute_error: 0.453, weighted_recall: 0.9645, number_of_instances: 958, precision: 0.9646, predictive_accuracy: 0.9645, prior_entropy: 0.931, relative_absolute_error: 0.1284, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1569, root_relative_squared_error: 0.3297, unweighted_recall: 0.9615,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9992, f_measure: 0.9885, kappa: 0.9744, kb_relative_information_score: 0.5782, mean_absolute_error: 0.2267, 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: 0.5005, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.257, root_relative_squared_error: 0.54, unweighted_recall: 0.9834,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9927, kappa: 0.9838, kb_relative_information_score: 0.7372, mean_absolute_error: 0.148, mean_prior_absolute_error: 0.453, weighted_recall: 0.9927, number_of_instances: 958, precision: 0.9928, predictive_accuracy: 0.9927, prior_entropy: 0.931, relative_absolute_error: 0.3268, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1829, root_relative_squared_error: 0.3843, unweighted_recall: 0.9895,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.9543, kappa: 0.8979, kb_relative_information_score: 0.4749, mean_absolute_error: 0.273, mean_prior_absolute_error: 0.453, weighted_recall: 0.9551, number_of_instances: 958, precision: 0.9577, predictive_accuracy: 0.9551, prior_entropy: 0.931, relative_absolute_error: 0.6026, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3031, root_relative_squared_error: 0.637, unweighted_recall: 0.9359,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9939, f_measure: 0.9864, kappa: 0.9698, kb_relative_information_score: 0.6807, mean_absolute_error: 0.1718, 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: 0.3792, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2239, root_relative_squared_error: 0.4706, unweighted_recall: 0.9804,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9967, f_measure: 0.9336, kappa: 0.851, kb_relative_information_score: 0.462, mean_absolute_error: 0.2787, mean_prior_absolute_error: 0.453, weighted_recall: 0.9353, number_of_instances: 958, precision: 0.9402, predictive_accuracy: 0.9353, prior_entropy: 0.931, relative_absolute_error: 0.6153, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3074, root_relative_squared_error: 0.6459, unweighted_recall: 0.908,
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: 0.9764, f_measure: 0.7597, kappa: 0.4609, kb_relative_information_score: 0.2668, mean_absolute_error: 0.3578, mean_prior_absolute_error: 0.453, weighted_recall: 0.7902, number_of_instances: 958, precision: 0.839, predictive_accuracy: 0.7902, prior_entropy: 0.931, relative_absolute_error: 0.7898, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3831, root_relative_squared_error: 0.805, unweighted_recall: 0.698,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9918, f_measure: 0.8873, kappa: 0.7455, kb_relative_information_score: 0.41, mean_absolute_error: 0.2994, mean_prior_absolute_error: 0.453, weighted_recall: 0.8925, number_of_instances: 958, precision: 0.9044, predictive_accuracy: 0.8925, prior_entropy: 0.931, relative_absolute_error: 0.661, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3295, root_relative_squared_error: 0.6924, unweighted_recall: 0.8477,
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,
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: 0.9917, 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: 0.9951, f_measure: 0.9641, kappa: 0.9198, kb_relative_information_score: 0.5832, mean_absolute_error: 0.218, mean_prior_absolute_error: 0.453, weighted_recall: 0.9645, number_of_instances: 958, precision: 0.9661, predictive_accuracy: 0.9645, prior_entropy: 0.931, relative_absolute_error: 0.4812, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2655, root_relative_squared_error: 0.558, unweighted_recall: 0.9495,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9974, f_measure: 0.9435, kappa: 0.8735, kb_relative_information_score: 0.4838, mean_absolute_error: 0.2688, 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: 0.5933, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.299, root_relative_squared_error: 0.6283, unweighted_recall: 0.9216,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9987, f_measure: 0.9885, kappa: 0.9744, kb_relative_information_score: 0.6714, mean_absolute_error: 0.179, 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: 0.3952, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2204, root_relative_squared_error: 0.4632, unweighted_recall: 0.9834,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9927, kappa: 0.9838, kb_relative_information_score: 0.8009, mean_absolute_error: 0.113, mean_prior_absolute_error: 0.453, weighted_recall: 0.9927, number_of_instances: 958, precision: 0.9928, predictive_accuracy: 0.9927, prior_entropy: 0.931, relative_absolute_error: 0.2495, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1541, root_relative_squared_error: 0.3238, unweighted_recall: 0.9895,
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: 0.4957, 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: 0.9784, 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: 0.9992, f_measure: 0.9895, kappa: 0.9768, kb_relative_information_score: 0.7539, mean_absolute_error: 0.1367, 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: 0.3018, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.181, root_relative_squared_error: 0.3804, unweighted_recall: 0.9849,
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: 0.9958, f_measure: 0.9705, kappa: 0.9344, kb_relative_information_score: 0.5451, mean_absolute_error: 0.2379, mean_prior_absolute_error: 0.453, weighted_recall: 0.9708, number_of_instances: 958, precision: 0.9716, predictive_accuracy: 0.9708, prior_entropy: 0.931, relative_absolute_error: 0.5251, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2778, root_relative_squared_error: 0.5838, unweighted_recall: 0.9592,
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: 0.9922, 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: 0.9947, 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,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9977, f_measure: 0.9906, kappa: 0.9791, kb_relative_information_score: 0.841, mean_absolute_error: 0.0884, 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: 0.1951, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1462, root_relative_squared_error: 0.3071, 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: 0.6416, mean_absolute_error: 0.1956, 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: 0.4317, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2294, root_relative_squared_error: 0.4821, unweighted_recall: 0.988,
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: 0.9514, f_measure: 0.7759, kappa: 0.4952, kb_relative_information_score: 0.2755, mean_absolute_error: 0.3503, mean_prior_absolute_error: 0.453, weighted_recall: 0.8006, number_of_instances: 958, precision: 0.8379, predictive_accuracy: 0.8006, prior_entropy: 0.931, relative_absolute_error: 0.7733, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3805, root_relative_squared_error: 0.7997, unweighted_recall: 0.7159,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9874, kappa: 0.9721, kb_relative_information_score: 0.5869, mean_absolute_error: 0.2229, mean_prior_absolute_error: 0.453, weighted_recall: 0.9875, number_of_instances: 958, precision: 0.9876, predictive_accuracy: 0.9875, prior_entropy: 0.931, relative_absolute_error: 0.492, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.253, root_relative_squared_error: 0.5316, unweighted_recall: 0.9826,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9986, f_measure: 0.9885, kappa: 0.9744, kb_relative_information_score: 0.7082, mean_absolute_error: 0.16, 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: 0.3531, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2043, root_relative_squared_error: 0.4293, unweighted_recall: 0.9834,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9927, kappa: 0.9838, kb_relative_information_score: 0.7009, mean_absolute_error: 0.1669, mean_prior_absolute_error: 0.453, weighted_recall: 0.9927, number_of_instances: 958, precision: 0.9928, predictive_accuracy: 0.9927, prior_entropy: 0.931, relative_absolute_error: 0.3683, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2002, root_relative_squared_error: 0.4206, unweighted_recall: 0.9895,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9974, f_measure: 0.9292, kappa: 0.8409, kb_relative_information_score: 0.4641, mean_absolute_error: 0.2774, mean_prior_absolute_error: 0.453, weighted_recall: 0.9311, number_of_instances: 958, precision: 0.9366, predictive_accuracy: 0.9311, prior_entropy: 0.931, relative_absolute_error: 0.6124, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3084, root_relative_squared_error: 0.648, unweighted_recall: 0.902,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9958, f_measure: 0.9403, kappa: 0.8662, kb_relative_information_score: 0.4856, mean_absolute_error: 0.2666, mean_prior_absolute_error: 0.453, weighted_recall: 0.9415, number_of_instances: 958, precision: 0.9451, predictive_accuracy: 0.9415, prior_entropy: 0.931, relative_absolute_error: 0.5885, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2999, root_relative_squared_error: 0.6303, unweighted_recall: 0.9178,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9918, f_measure: 0.8595, kappa: 0.6822, kb_relative_information_score: 0.3437, mean_absolute_error: 0.3286, mean_prior_absolute_error: 0.453, weighted_recall: 0.8685, number_of_instances: 958, precision: 0.8884, predictive_accuracy: 0.8685, prior_entropy: 0.931, relative_absolute_error: 0.7253, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3542, root_relative_squared_error: 0.7443, unweighted_recall: 0.8117,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, f_measure: 0.9895, kappa: 0.9768, kb_relative_information_score: 0.7488, mean_absolute_error: 0.1393, 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: 0.3075, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1842, root_relative_squared_error: 0.387, unweighted_recall: 0.9849,
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,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.998, f_measure: 0.9906, kappa: 0.9791, kb_relative_information_score: 0.7755, mean_absolute_error: 0.125, 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: 0.276, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1744, root_relative_squared_error: 0.3665, 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: 0.9883, 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: 0.9982, f_measure: 0.9543, kappa: 0.8979, kb_relative_information_score: 0.4749, mean_absolute_error: 0.273, mean_prior_absolute_error: 0.453, weighted_recall: 0.9551, number_of_instances: 958, precision: 0.9577, predictive_accuracy: 0.9551, prior_entropy: 0.931, relative_absolute_error: 0.6026, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3031, root_relative_squared_error: 0.637, unweighted_recall: 0.9359,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9984, f_measure: 0.9885, kappa: 0.9744, kb_relative_information_score: 0.7954, mean_absolute_error: 0.1126, 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: 0.2485, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.167, root_relative_squared_error: 0.3509, unweighted_recall: 0.9834,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9916, kappa: 0.9815, kb_relative_information_score: 0.8002, mean_absolute_error: 0.113, 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: 0.2494, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1569, root_relative_squared_error: 0.3297, unweighted_recall: 0.988,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9933, f_measure: 0.9032, kappa: 0.7818, kb_relative_information_score: 0.45, mean_absolute_error: 0.2813, mean_prior_absolute_error: 0.453, weighted_recall: 0.9071, number_of_instances: 958, precision: 0.9172, predictive_accuracy: 0.9071, prior_entropy: 0.931, relative_absolute_error: 0.6209, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3146, root_relative_squared_error: 0.6611, unweighted_recall: 0.8674,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9927, kappa: 0.9838, kb_relative_information_score: 0.741, mean_absolute_error: 0.1459, mean_prior_absolute_error: 0.453, weighted_recall: 0.9927, number_of_instances: 958, precision: 0.9928, predictive_accuracy: 0.9927, prior_entropy: 0.931, relative_absolute_error: 0.322, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1811, root_relative_squared_error: 0.3806, unweighted_recall: 0.9895,
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: 0.9992, f_measure: 0.9916, kappa: 0.9815, kb_relative_information_score: 0.7885, mean_absolute_error: 0.1185, 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: 0.2616, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1645, root_relative_squared_error: 0.3456, unweighted_recall: 0.988,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9992, f_measure: 0.9811, kappa: 0.958, kb_relative_information_score: 0.5471, mean_absolute_error: 0.2409, mean_prior_absolute_error: 0.453, weighted_recall: 0.9812, number_of_instances: 958, precision: 0.9817, predictive_accuracy: 0.9812, prior_entropy: 0.931, relative_absolute_error: 0.5318, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.271, root_relative_squared_error: 0.5694, unweighted_recall: 0.9729,
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: 0.9989, 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: 0.9883, f_measure: 0.9234, kappa: 0.8277, kb_relative_information_score: 0.5407, mean_absolute_error: 0.2268, mean_prior_absolute_error: 0.453, weighted_recall: 0.9259, number_of_instances: 958, precision: 0.9334, predictive_accuracy: 0.9259, prior_entropy: 0.931, relative_absolute_error: 0.5006, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2917, root_relative_squared_error: 0.6131, unweighted_recall: 0.8931,

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