Task
Supervised Classification on tic-tac-toe

Supervised Classification on tic-tac-toe

Task 49 Supervised Classification tic-tac-toe 112292 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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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8645, f_measure: 0.8814, kappa: 0.7368, kb_relative_information_score: 0.7286, mean_absolute_error: 0.118, mean_prior_absolute_error: 0.453, weighted_recall: 0.882, number_of_instances: 958, precision: 0.8812, predictive_accuracy: 0.882, prior_entropy: 0.931, relative_absolute_error: 0.2604, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3434, root_relative_squared_error: 0.7217, unweighted_recall: 0.8645,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8619, f_measure: 0.8766, kappa: 0.7269, kb_relative_information_score: 0.7166, mean_absolute_error: 0.1232, mean_prior_absolute_error: 0.453, weighted_recall: 0.8768, number_of_instances: 958, precision: 0.8764, predictive_accuracy: 0.8768, prior_entropy: 0.931, relative_absolute_error: 0.2719, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.351, root_relative_squared_error: 0.7375, unweighted_recall: 0.8619,
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: 0.8691, 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: 0.9964, 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: 0.9962, f_measure: 0.9874, kappa: 0.9721, kb_relative_information_score: 0.8081, mean_absolute_error: 0.1049, 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: 0.2316, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1672, root_relative_squared_error: 0.3513, unweighted_recall: 0.9819,
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: 0.9913, 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: 0.9917, 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: 0.9986, f_measure: 0.9906, kappa: 0.9791, kb_relative_information_score: 0.6723, mean_absolute_error: 0.1788, 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: 0.3947, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2196, root_relative_squared_error: 0.4614, unweighted_recall: 0.9864,
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: 0.9887, f_measure: 0.8704, kappa: 0.7069, kb_relative_information_score: 0.3529, mean_absolute_error: 0.3242, mean_prior_absolute_error: 0.453, weighted_recall: 0.8779, number_of_instances: 958, precision: 0.8951, predictive_accuracy: 0.8779, prior_entropy: 0.931, relative_absolute_error: 0.7157, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3509, root_relative_squared_error: 0.7374, unweighted_recall: 0.8252,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9983, f_measure: 0.9895, kappa: 0.9768, kb_relative_information_score: 0.6679, mean_absolute_error: 0.1803, 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: 0.3979, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2242, root_relative_squared_error: 0.4711, unweighted_recall: 0.9849,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9965, f_measure: 0.9728, kappa: 0.9399, kb_relative_information_score: 0.844, mean_absolute_error: 0.0809, mean_prior_absolute_error: 0.453, weighted_recall: 0.9729, number_of_instances: 958, precision: 0.9728, predictive_accuracy: 0.9729, prior_entropy: 0.931, relative_absolute_error: 0.1787, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1595, root_relative_squared_error: 0.3351, unweighted_recall: 0.9686,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9986, f_measure: 0.9854, kappa: 0.9676, kb_relative_information_score: 0.8624, mean_absolute_error: 0.0746, mean_prior_absolute_error: 0.453, weighted_recall: 0.9854, number_of_instances: 958, precision: 0.9854, predictive_accuracy: 0.9854, prior_entropy: 0.931, relative_absolute_error: 0.1646, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1388, root_relative_squared_error: 0.2917, unweighted_recall: 0.9825,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9822, kappa: 0.9604, kb_relative_information_score: 0.5644, mean_absolute_error: 0.2335, mean_prior_absolute_error: 0.453, weighted_recall: 0.9823, number_of_instances: 958, precision: 0.9826, predictive_accuracy: 0.9823, prior_entropy: 0.931, relative_absolute_error: 0.5155, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2635, root_relative_squared_error: 0.5538, unweighted_recall: 0.9751,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9349, f_measure: 0.7273, kappa: 0.3918, kb_relative_information_score: 0.2181, mean_absolute_error: 0.3737, 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: 0.825, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4007, root_relative_squared_error: 0.842, unweighted_recall: 0.6656,
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: 0.9374, 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: 0.9966, f_measure: 0.9424, kappa: 0.871, kb_relative_information_score: 0.467, mean_absolute_error: 0.2766, mean_prior_absolute_error: 0.453, weighted_recall: 0.9436, number_of_instances: 958, precision: 0.9473, predictive_accuracy: 0.9436, prior_entropy: 0.931, relative_absolute_error: 0.6106, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3056, root_relative_squared_error: 0.6422, unweighted_recall: 0.9201,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9916, kappa: 0.9815, kb_relative_information_score: 0.723, mean_absolute_error: 0.1542, 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: 0.3403, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1935, root_relative_squared_error: 0.4067, unweighted_recall: 0.988,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9925, f_measure: 0.9864, kappa: 0.9698, kb_relative_information_score: 0.718, mean_absolute_error: 0.1524, 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: 0.3365, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2088, root_relative_squared_error: 0.4388, unweighted_recall: 0.9804,
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,
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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,
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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,
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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,

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