OpenML
Supervised Data Stream Classification on electricity

Supervised Data Stream Classification on electricity

Task 2056 Supervised Data Stream Classification electricity 486 runs submitted
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  • binstreams ecmlpkdd2015 streamensembles streams study_11 study_16 under1m
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8252, f_measure: 0.8292, kappa: 0.6505, kb_relative_information_score: 29836, mean_absolute_error: 0.1708, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8292, predictive_accuracy: 0.8292, prior_entropy: 1, recall: 0.8292, relative_absolute_error: 0.3415, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4132, root_relative_squared_error: 0.8265,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8713, f_measure: 0.8741, kappa: 0.7423, kb_relative_information_score: 33896, mean_absolute_error: 0.126, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8741, predictive_accuracy: 0.874, prior_entropy: 1, recall: 0.874, relative_absolute_error: 0.2519, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3549, root_relative_squared_error: 0.7098,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7903, f_measure: 0.7987, kappa: 0.5864, kb_relative_information_score: 27176, mean_absolute_error: 0.2001, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.7991, predictive_accuracy: 0.7999, prior_entropy: 1, recall: 0.7999, relative_absolute_error: 0.4002, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4474, root_relative_squared_error: 0.8947,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.789, f_measure: 0.7974, kappa: 0.5837, kb_relative_information_score: 27058, mean_absolute_error: 0.2014, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.7978, predictive_accuracy: 0.7986, prior_entropy: 1, recall: 0.7986, relative_absolute_error: 0.4029, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4488, root_relative_squared_error: 0.8976,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.79, f_measure: 0.7989, kappa: 0.5867, kb_relative_information_score: 27222, mean_absolute_error: 0.1996, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.7998, predictive_accuracy: 0.8004, prior_entropy: 1, recall: 0.8004, relative_absolute_error: 0.3992, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4468, root_relative_squared_error: 0.8936,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7923, f_measure: 0.8004, kappa: 0.59, kb_relative_information_score: 27326, mean_absolute_error: 0.1985, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8008, predictive_accuracy: 0.8015, prior_entropy: 1, recall: 0.8015, relative_absolute_error: 0.3969, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4455, root_relative_squared_error: 0.891,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7943, f_measure: 0.8004, kappa: 0.5908, kb_relative_information_score: 27254, mean_absolute_error: 0.1993, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8002, predictive_accuracy: 0.8007, prior_entropy: 1, recall: 0.8007, relative_absolute_error: 0.3985, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4464, root_relative_squared_error: 0.8928,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8713, f_measure: 0.8741, kappa: 0.7423, kb_relative_information_score: 33896, mean_absolute_error: 0.126, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8741, predictive_accuracy: 0.874, prior_entropy: 1, recall: 0.874, relative_absolute_error: 0.2519, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3549, root_relative_squared_error: 0.7098,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7815, f_measure: 0.7902, kappa: 0.569, kb_relative_information_score: 26424, mean_absolute_error: 0.2084, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.7907, predictive_accuracy: 0.7916, prior_entropy: 1, recall: 0.7916, relative_absolute_error: 0.4168, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4565, root_relative_squared_error: 0.9131,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8108, f_measure: 0.8183, kappa: 0.6268, kb_relative_information_score: 28924, mean_absolute_error: 0.1808, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8186, predictive_accuracy: 0.8192, prior_entropy: 1, recall: 0.8192, relative_absolute_error: 0.3617, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4252, root_relative_squared_error: 0.8505,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7856, f_measure: 0.7936, kappa: 0.5761, kb_relative_information_score: 26702, mean_absolute_error: 0.2054, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.7938, predictive_accuracy: 0.7946, prior_entropy: 1, recall: 0.7946, relative_absolute_error: 0.4107, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4532, root_relative_squared_error: 0.9063,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7395, f_measure: 0.746, kappa: 0.4797, kb_relative_information_score: 22312, mean_absolute_error: 0.2538, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.7458, predictive_accuracy: 0.7462, prior_entropy: 1, recall: 0.7462, relative_absolute_error: 0.5076, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5038, root_relative_squared_error: 1.0076,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7971, f_measure: 0.8024, kappa: 0.5952, kb_relative_information_score: 27416, mean_absolute_error: 0.1975, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8022, predictive_accuracy: 0.8025, prior_entropy: 1, recall: 0.8025, relative_absolute_error: 0.395, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4444, root_relative_squared_error: 0.8888,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7851, f_measure: 0.7908, kappa: 0.5714, kb_relative_information_score: 26374, mean_absolute_error: 0.209, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.7906, predictive_accuracy: 0.791, prior_entropy: 1, recall: 0.791, relative_absolute_error: 0.4179, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4571, root_relative_squared_error: 0.9143,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8712, f_measure: 0.874, kappa: 0.7422, kb_relative_information_score: 33896, mean_absolute_error: 0.126, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.874, predictive_accuracy: 0.874, prior_entropy: 1, recall: 0.874, relative_absolute_error: 0.2519, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3549, root_relative_squared_error: 0.7098,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8388, f_measure: 0.8434, kappa: 0.6792, kb_relative_information_score: 31142, mean_absolute_error: 0.1564, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8434, predictive_accuracy: 0.8436, prior_entropy: 1, recall: 0.8436, relative_absolute_error: 0.3127, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3954, root_relative_squared_error: 0.7908,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7275, f_measure: 0.7398, kappa: 0.4645, kb_relative_information_score: 22082, mean_absolute_error: 0.2563, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.7427, predictive_accuracy: 0.7437, prior_entropy: 1, recall: 0.7437, relative_absolute_error: 0.5127, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5063, root_relative_squared_error: 1.0126,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.748, f_measure: 0.7597, kappa: 0.5055, kb_relative_information_score: 23830, mean_absolute_error: 0.237, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.7625, predictive_accuracy: 0.763, prior_entropy: 1, recall: 0.763, relative_absolute_error: 0.4741, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4869, root_relative_squared_error: 0.9737,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7549, f_measure: 0.7629, kappa: 0.5133, kb_relative_information_score: 23912, mean_absolute_error: 0.2361, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.7627, predictive_accuracy: 0.7639, prior_entropy: 1, recall: 0.7639, relative_absolute_error: 0.4723, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4859, root_relative_squared_error: 0.9719,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7469, f_measure: 0.7545, kappa: 0.4964, kb_relative_information_score: 23128, mean_absolute_error: 0.2448, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.7542, predictive_accuracy: 0.7552, prior_entropy: 1, recall: 0.7552, relative_absolute_error: 0.4896, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4948, root_relative_squared_error: 0.9895,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7524, f_measure: 0.719, kappa: 0.4275, kb_relative_information_score: 18676.857, mean_absolute_error: 0.3007, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.7516, predictive_accuracy: 0.7347, prior_entropy: 1, recall: 0.7347, relative_absolute_error: 0.6015, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4624, root_relative_squared_error: 0.9247,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8571, f_measure: 0.7725, kappa: 0.5323, kb_relative_information_score: 20473.8246, mean_absolute_error: 0.2839, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.7731, predictive_accuracy: 0.7741, prior_entropy: 1, recall: 0.7741, relative_absolute_error: 0.5677, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3905, root_relative_squared_error: 0.7809,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.253, kb_relative_information_score: -6838, mean_absolute_error: 0.5755, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.1802, predictive_accuracy: 0.4245, prior_entropy: 1, recall: 0.4245, relative_absolute_error: 1.1509, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.7586, root_relative_squared_error: 1.5172,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.599, f_measure: 0.5668, kappa: 0.1667, kb_relative_information_score: 11912.585, mean_absolute_error: 0.3684, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.6653, predictive_accuracy: 0.631, prior_entropy: 1, recall: 0.631, relative_absolute_error: 0.7369, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5987, root_relative_squared_error: 1.1975,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7579, f_measure: 0.7079, kappa: 0.3997, kb_relative_information_score: 16746.7323, mean_absolute_error: 0.3208, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.7077, predictive_accuracy: 0.7099, prior_entropy: 1, recall: 0.7099, relative_absolute_error: 0.6417, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4655, root_relative_squared_error: 0.931,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5657, f_measure: 0.4484, kappa: 0.025, kb_relative_information_score: 1691.439, mean_absolute_error: 0.4856, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.6216, predictive_accuracy: 0.583, prior_entropy: 1, recall: 0.583, relative_absolute_error: 0.9713, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.492, root_relative_squared_error: 0.9839,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.556, f_measure: 0.4808, kappa: 0.0309, kb_relative_information_score: 7093.7449, mean_absolute_error: 0.4215, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.5517, predictive_accuracy: 0.577, prior_entropy: 1, recall: 0.577, relative_absolute_error: 0.8431, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6133, root_relative_squared_error: 1.2266,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8484, f_measure: 0.7851, kappa: 0.5577, kb_relative_information_score: 23740.6042, mean_absolute_error: 0.2442, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.7905, predictive_accuracy: 0.7888, prior_entropy: 1, recall: 0.7888, relative_absolute_error: 0.4884, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4027, root_relative_squared_error: 0.8054,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7668, f_measure: 0.7455, kappa: 0.4809, kb_relative_information_score: 21240.5844, mean_absolute_error: 0.2684, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.7467, predictive_accuracy: 0.7449, prior_entropy: 1, recall: 0.7449, relative_absolute_error: 0.5368, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4714, root_relative_squared_error: 0.9427,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7473, f_measure: 0.7313, kappa: 0.4485, kb_relative_information_score: 20611.4437, mean_absolute_error: 0.2741, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.731, predictive_accuracy: 0.7323, prior_entropy: 1, recall: 0.7323, relative_absolute_error: 0.5482, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4854, root_relative_squared_error: 0.9708,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.612, f_measure: 0.6073, kappa: 0.2412, kb_relative_information_score: 13752.6964, mean_absolute_error: 0.3513, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.7242, predictive_accuracy: 0.6632, prior_entropy: 1, recall: 0.6632, relative_absolute_error: 0.7026, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5642, root_relative_squared_error: 1.1285,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.253, kb_relative_information_score: -6838, mean_absolute_error: 0.5755, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.1802, predictive_accuracy: 0.4245, prior_entropy: 1, recall: 0.4245, relative_absolute_error: 1.1509, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.7586, root_relative_squared_error: 1.5172,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4932, f_measure: 0.2978, kappa: 0.0109, kb_relative_information_score: -5799.3165, mean_absolute_error: 0.5642, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.5612, predictive_accuracy: 0.4363, prior_entropy: 1, recall: 0.4363, relative_absolute_error: 1.1283, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.7474, root_relative_squared_error: 1.4947,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8953, f_measure: 0.8292, kappa: 0.6505, kb_relative_information_score: 26840.3068, mean_absolute_error: 0.2122, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8292, predictive_accuracy: 0.8293, prior_entropy: 1, recall: 0.8293, relative_absolute_error: 0.4243, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3587, root_relative_squared_error: 0.7173,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7425, f_measure: 0.7454, kappa: 0.4779, kb_relative_information_score: 21402.165, mean_absolute_error: 0.2662, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.7451, predictive_accuracy: 0.746, prior_entropy: 1, recall: 0.746, relative_absolute_error: 0.5324, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4769, root_relative_squared_error: 0.9538,
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: nominal value not declared in header, read Token[0], line 12
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: nominal value not declared in header, read Token[0], line 12
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7542, f_measure: 0.7349, kappa: 0.4574, kb_relative_information_score: 20868.6706, mean_absolute_error: 0.2709, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.7349, predictive_accuracy: 0.735, prior_entropy: 1, recall: 0.735, relative_absolute_error: 0.5418, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4924, root_relative_squared_error: 0.9847,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7687, f_measure: 0.7109, kappa: 0.4137, kb_relative_information_score: 16819.2411, mean_absolute_error: 0.3209, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.7153, predictive_accuracy: 0.7095, prior_entropy: 1, recall: 0.7095, relative_absolute_error: 0.6419, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4629, root_relative_squared_error: 0.9257,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.663, f_measure: 0.6648, kappa: 0.3101, kb_relative_information_score: 15564.1632, mean_absolute_error: 0.3283, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.6677, predictive_accuracy: 0.6716, prior_entropy: 1, recall: 0.6716, relative_absolute_error: 0.6566, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5666, root_relative_squared_error: 1.1333,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.253, kb_relative_information_score: -6838, mean_absolute_error: 0.5755, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.1802, predictive_accuracy: 0.4245, prior_entropy: 1, recall: 0.4245, relative_absolute_error: 1.1509, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.7586, root_relative_squared_error: 1.5172,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5031, f_measure: 0.253, kb_relative_information_score: -12, mean_absolute_error: 0.5001, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.1802, predictive_accuracy: 0.4245, prior_entropy: 1, recall: 0.4245, relative_absolute_error: 1.0003, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5056, root_relative_squared_error: 1.0112,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7695, f_measure: 0.7467, kappa: 0.4804, kb_relative_information_score: 21695.6819, mean_absolute_error: 0.2621, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.7464, predictive_accuracy: 0.7474, prior_entropy: 1, recall: 0.7474, relative_absolute_error: 0.5243, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4779, root_relative_squared_error: 0.9558,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8227, f_measure: 0.7902, kappa: 0.569, kb_relative_information_score: 23050.7311, mean_absolute_error: 0.255, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.7907, predictive_accuracy: 0.7916, prior_entropy: 1, recall: 0.7916, relative_absolute_error: 0.51, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4084, root_relative_squared_error: 0.8168,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.724, f_measure: 0.6914, kappa: 0.3729, kb_relative_information_score: 17504.2422, mean_absolute_error: 0.3069, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.6946, predictive_accuracy: 0.69, prior_entropy: 1, recall: 0.69, relative_absolute_error: 0.6137, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5255, root_relative_squared_error: 1.0509,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8598, f_measure: 0.8465, kappa: 0.6859, kb_relative_information_score: 31196.2506, mean_absolute_error: 0.1562, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8465, predictive_accuracy: 0.8465, prior_entropy: 1, recall: 0.8465, relative_absolute_error: 0.3125, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3813, root_relative_squared_error: 0.7625,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6695, f_measure: 0.6767, kappa: 0.3352, kb_relative_information_score: 16259.2468, mean_absolute_error: 0.3207, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.6766, predictive_accuracy: 0.6796, prior_entropy: 1, recall: 0.6796, relative_absolute_error: 0.6413, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5644, root_relative_squared_error: 1.1289,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8062, f_measure: 0.7577, kappa: 0.5018, kb_relative_information_score: 16615.5727, mean_absolute_error: 0.3331, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.7584, predictive_accuracy: 0.7597, prior_entropy: 1, recall: 0.7597, relative_absolute_error: 0.6661, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4213, root_relative_squared_error: 0.8427,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7678, f_measure: 0.739, kappa: 0.4641, kb_relative_information_score: 20833.267, mean_absolute_error: 0.2729, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.7388, predictive_accuracy: 0.7402, prior_entropy: 1, recall: 0.7402, relative_absolute_error: 0.5458, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4678, root_relative_squared_error: 0.9357,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.253, kb_relative_information_score: -6838, mean_absolute_error: 0.5755, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.1802, predictive_accuracy: 0.4245, prior_entropy: 1, recall: 0.4245, relative_absolute_error: 1.1509, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.7586, root_relative_squared_error: 1.5172,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8432, f_measure: 0.7932, kappa: 0.5753, kb_relative_information_score: 22901.4104, mean_absolute_error: 0.2578, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.7932, predictive_accuracy: 0.7941, prior_entropy: 1, recall: 0.7941, relative_absolute_error: 0.5157, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3976, root_relative_squared_error: 0.7952,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8681, f_measure: 0.8426, kappa: 0.6778, kb_relative_information_score: 29156.7035, mean_absolute_error: 0.1838, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8426, predictive_accuracy: 0.8427, prior_entropy: 1, recall: 0.8427, relative_absolute_error: 0.3675, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3703, root_relative_squared_error: 0.7405,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7497, f_measure: 0.7181, kappa: 0.4254, kb_relative_information_score: 18615.1002, mean_absolute_error: 0.3013, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.7497, predictive_accuracy: 0.7336, prior_entropy: 1, recall: 0.7336, relative_absolute_error: 0.6027, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4647, root_relative_squared_error: 0.9295,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.253, kb_relative_information_score: -6838, mean_absolute_error: 0.5755, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.1802, predictive_accuracy: 0.4245, prior_entropy: 1, recall: 0.4245, relative_absolute_error: 1.1509, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.7586, root_relative_squared_error: 1.5172,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.253, kb_relative_information_score: -6838, mean_absolute_error: 0.5755, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.1802, predictive_accuracy: 0.4245, prior_entropy: 1, recall: 0.4245, relative_absolute_error: 1.1509, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.7586, root_relative_squared_error: 1.5172,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7996, f_measure: 0.8086, kappa: 0.6065, kb_relative_information_score: 28094, mean_absolute_error: 0.19, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8096, predictive_accuracy: 0.81, prior_entropy: 1, recall: 0.81, relative_absolute_error: 0.38, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4359, root_relative_squared_error: 0.8718,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8252, f_measure: 0.8292, kappa: 0.6505, kb_relative_information_score: 29838, mean_absolute_error: 0.1707, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8292, predictive_accuracy: 0.8293, prior_entropy: 1, recall: 0.8293, relative_absolute_error: 0.3415, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4132, root_relative_squared_error: 0.8264,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8328, f_measure: 0.8388, kappa: 0.6692, kb_relative_information_score: 30742, mean_absolute_error: 0.1608, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8388, predictive_accuracy: 0.8392, prior_entropy: 1, recall: 0.8392, relative_absolute_error: 0.3215, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.401, root_relative_squared_error: 0.8019,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8328, f_measure: 0.8388, kappa: 0.6692, kb_relative_information_score: 30742, mean_absolute_error: 0.1608, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8388, predictive_accuracy: 0.8392, prior_entropy: 1, recall: 0.8392, relative_absolute_error: 0.3215, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.401, root_relative_squared_error: 0.8019,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8328, f_measure: 0.8387, kappa: 0.6692, kb_relative_information_score: 30740, mean_absolute_error: 0.1608, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8388, predictive_accuracy: 0.8392, prior_entropy: 1, recall: 0.8392, relative_absolute_error: 0.3216, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.401, root_relative_squared_error: 0.802,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8328, f_measure: 0.8386, kappa: 0.669, kb_relative_information_score: 30730, mean_absolute_error: 0.1609, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8386, predictive_accuracy: 0.8391, prior_entropy: 1, recall: 0.8391, relative_absolute_error: 0.3218, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4011, root_relative_squared_error: 0.8023,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8422, f_measure: 0.8489, kappa: 0.6898, kb_relative_information_score: 31684, mean_absolute_error: 0.1504, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8494, predictive_accuracy: 0.8496, prior_entropy: 1, recall: 0.8496, relative_absolute_error: 0.3008, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3878, root_relative_squared_error: 0.7756,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8421, f_measure: 0.8489, kappa: 0.6897, kb_relative_information_score: 31678, mean_absolute_error: 0.1504, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8493, predictive_accuracy: 0.8496, prior_entropy: 1, recall: 0.8496, relative_absolute_error: 0.3009, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3879, root_relative_squared_error: 0.7757,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8953, f_measure: 0.8292, kappa: 0.6505, kb_relative_information_score: 26840.3068, mean_absolute_error: 0.2122, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8292, predictive_accuracy: 0.8293, prior_entropy: 1, recall: 0.8293, relative_absolute_error: 0.4243, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3587, root_relative_squared_error: 0.7173,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8328, f_measure: 0.8387, kappa: 0.6692, kb_relative_information_score: 30740, mean_absolute_error: 0.1608, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8388, predictive_accuracy: 0.8392, prior_entropy: 1, recall: 0.8392, relative_absolute_error: 0.3216, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.401, root_relative_squared_error: 0.802,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8778, f_measure: 0.7954, kappa: 0.5815, kb_relative_information_score: 22556.3867, mean_absolute_error: 0.2603, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.7955, predictive_accuracy: 0.7954, prior_entropy: 1, recall: 0.7954, relative_absolute_error: 0.5206, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3734, root_relative_squared_error: 0.7468,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8713, f_measure: 0.8741, kappa: 0.7423, kb_relative_information_score: 33898, mean_absolute_error: 0.1259, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8741, predictive_accuracy: 0.8741, prior_entropy: 1, recall: 0.8741, relative_absolute_error: 0.2519, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3549, root_relative_squared_error: 0.7098,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8668, f_measure: 0.784, kappa: 0.5582, kb_relative_information_score: 22767.4454, mean_absolute_error: 0.2556, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.7842, predictive_accuracy: 0.7838, prior_entropy: 1, recall: 0.7838, relative_absolute_error: 0.5113, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3839, root_relative_squared_error: 0.7678,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5657, f_measure: 0.4484, kappa: 0.025, kb_relative_information_score: 1691.439, mean_absolute_error: 0.4856, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.6216, predictive_accuracy: 0.583, prior_entropy: 1, recall: 0.583, relative_absolute_error: 0.9713, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.492, root_relative_squared_error: 0.9839,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5007, f_measure: 0.4229, kappa: 0.0016, kb_relative_information_score: 6866, mean_absolute_error: 0.4242, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.5716, predictive_accuracy: 0.5758, prior_entropy: 1, recall: 0.5758, relative_absolute_error: 0.8485, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6513, root_relative_squared_error: 1.3027,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8681, f_measure: 0.8426, kappa: 0.6778, kb_relative_information_score: 29156.7035, mean_absolute_error: 0.1838, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8426, predictive_accuracy: 0.8427, prior_entropy: 1, recall: 0.8427, relative_absolute_error: 0.3675, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3703, root_relative_squared_error: 0.7405,

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

Given a dataset with a nominal target, various data samples of increasing size are defined. A model is build for each individual data sample; from this a learning curve can be drawn.

Given inputs

Expected outputs

evaluations A list of user-defined evaluations of the task as key-value pairs. KeyValue (optional)
predictions The desired output format Predictions (optional)

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