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: 0.8947, f_measure: 0.7991, kappa: 0.5877, kb_relative_information_score: 23158.1465, mean_absolute_error: 0.2556, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.82, predictive_accuracy: 0.8063, prior_entropy: 1, recall: 0.8063, relative_absolute_error: 0.5112, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3703, root_relative_squared_error: 0.7406,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8889, f_measure: 0.7991, kappa: 0.5877, kb_relative_information_score: 22393.1237, mean_absolute_error: 0.2642, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.82, predictive_accuracy: 0.8063, prior_entropy: 1, recall: 0.8063, relative_absolute_error: 0.5283, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3766, root_relative_squared_error: 0.7531,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8892, f_measure: 0.8264, kappa: 0.6434, kb_relative_information_score: 24610.2418, mean_absolute_error: 0.2375, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8269, predictive_accuracy: 0.8273, prior_entropy: 1, recall: 0.8273, relative_absolute_error: 0.475, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3629, root_relative_squared_error: 0.7257,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8897, f_measure: 0.8232, kappa: 0.6361, kb_relative_information_score: 25622.8829, mean_absolute_error: 0.2248, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8272, predictive_accuracy: 0.8255, prior_entropy: 1, recall: 0.8255, relative_absolute_error: 0.4497, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3597, root_relative_squared_error: 0.7194,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8872, f_measure: 0.8249, kappa: 0.6428, kb_relative_information_score: 26438.4111, mean_absolute_error: 0.2141, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8259, predictive_accuracy: 0.8245, prior_entropy: 1, recall: 0.8245, relative_absolute_error: 0.4282, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3593, root_relative_squared_error: 0.7187,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8793, f_measure: 0.8284, kappa: 0.6473, kb_relative_information_score: 27239.4825, mean_absolute_error: 0.2035, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8297, predictive_accuracy: 0.8297, prior_entropy: 1, recall: 0.8297, relative_absolute_error: 0.407, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3642, root_relative_squared_error: 0.7285,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.86, f_measure: 0.8122, kappa: 0.6217, kb_relative_information_score: 27794, mean_absolute_error: 0.1933, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8213, predictive_accuracy: 0.8112, prior_entropy: 1, recall: 0.8112, relative_absolute_error: 0.3866, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3804, root_relative_squared_error: 0.7608,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8141, f_measure: 0.8201, kappa: 0.6311, kb_relative_information_score: 29052, mean_absolute_error: 0.1794, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.82, predictive_accuracy: 0.8206, prior_entropy: 1, recall: 0.8206, relative_absolute_error: 0.3588, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4236, root_relative_squared_error: 0.8472,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8727, f_measure: 0.8762, kappa: 0.7465, kb_relative_information_score: 34104, mean_absolute_error: 0.1237, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8762, predictive_accuracy: 0.8763, prior_entropy: 1, recall: 0.8763, relative_absolute_error: 0.2474, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3517, root_relative_squared_error: 0.7034,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8403, f_measure: 0.8473, kappa: 0.6864, kb_relative_information_score: 31540, mean_absolute_error: 0.152, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8478, predictive_accuracy: 0.848, prior_entropy: 1, recall: 0.848, relative_absolute_error: 0.3039, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3898, root_relative_squared_error: 0.7797,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8284, f_measure: 0.834, kappa: 0.6596, kb_relative_information_score: 30306, mean_absolute_error: 0.1656, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.834, predictive_accuracy: 0.8344, prior_entropy: 1, recall: 0.8344, relative_absolute_error: 0.3312, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4069, root_relative_squared_error: 0.8138,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8285, f_measure: 0.8341, kappa: 0.6599, kb_relative_information_score: 30318, mean_absolute_error: 0.1655, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8341, predictive_accuracy: 0.8345, prior_entropy: 1, recall: 0.8345, relative_absolute_error: 0.3309, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4068, root_relative_squared_error: 0.8135,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8285, f_measure: 0.8341, kappa: 0.6599, kb_relative_information_score: 30318, mean_absolute_error: 0.1655, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8341, predictive_accuracy: 0.8345, prior_entropy: 1, recall: 0.8345, relative_absolute_error: 0.3309, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4068, root_relative_squared_error: 0.8135,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8286, f_measure: 0.8343, kappa: 0.6601, kb_relative_information_score: 30330, mean_absolute_error: 0.1653, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8342, predictive_accuracy: 0.8347, prior_entropy: 1, recall: 0.8347, relative_absolute_error: 0.3306, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4066, root_relative_squared_error: 0.8132,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8286, f_measure: 0.8343, kappa: 0.6601, kb_relative_information_score: 30332, mean_absolute_error: 0.1653, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8342, predictive_accuracy: 0.8347, prior_entropy: 1, recall: 0.8347, relative_absolute_error: 0.3306, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4066, root_relative_squared_error: 0.8131,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8278, f_measure: 0.8333, kappa: 0.6582, kb_relative_information_score: 30236, mean_absolute_error: 0.1664, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8332, predictive_accuracy: 0.8336, prior_entropy: 1, recall: 0.8336, relative_absolute_error: 0.3327, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4079, root_relative_squared_error: 0.8157,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8278, f_measure: 0.8329, kappa: 0.6576, kb_relative_information_score: 30196, mean_absolute_error: 0.1668, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8328, predictive_accuracy: 0.8332, prior_entropy: 1, recall: 0.8332, relative_absolute_error: 0.3336, 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: 0.8121, f_measure: 0.7281, kappa: 0.4404, kb_relative_information_score: 17497.4634, mean_absolute_error: 0.3157, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.7306, predictive_accuracy: 0.7321, prior_entropy: 1, recall: 0.7321, relative_absolute_error: 0.6314, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4207, root_relative_squared_error: 0.8414,
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,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8012, f_measure: 0.8095, kappa: 0.6086, kb_relative_information_score: 28156, mean_absolute_error: 0.1893, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8101, predictive_accuracy: 0.8107, prior_entropy: 1, recall: 0.8107, relative_absolute_error: 0.3786, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4351, root_relative_squared_error: 0.8702,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8786, f_measure: 0.7962, kappa: 0.582, kb_relative_information_score: 22270.934, mean_absolute_error: 0.2647, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8196, predictive_accuracy: 0.804, prior_entropy: 1, recall: 0.804, relative_absolute_error: 0.5293, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3844, root_relative_squared_error: 0.7689,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8787, f_measure: 0.8206, kappa: 0.6331, kb_relative_information_score: 25507.2097, mean_absolute_error: 0.2248, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8208, predictive_accuracy: 0.8204, prior_entropy: 1, recall: 0.8204, relative_absolute_error: 0.4496, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3677, root_relative_squared_error: 0.7353,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8637, f_measure: 0.8198, kappa: 0.6304, kb_relative_information_score: 27768.6904, mean_absolute_error: 0.1938, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8198, predictive_accuracy: 0.8203, prior_entropy: 1, recall: 0.8203, relative_absolute_error: 0.3875, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3803, root_relative_squared_error: 0.7607,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8815, f_measure: 0.8258, kappa: 0.6419, kb_relative_information_score: 27107.8872, mean_absolute_error: 0.2049, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8271, predictive_accuracy: 0.8271, prior_entropy: 1, recall: 0.8271, relative_absolute_error: 0.4099, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3664, root_relative_squared_error: 0.7328,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8861, f_measure: 0.828, kappa: 0.6465, kb_relative_information_score: 25742.2222, mean_absolute_error: 0.2224, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8293, predictive_accuracy: 0.8293, prior_entropy: 1, recall: 0.8293, relative_absolute_error: 0.4447, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3656, root_relative_squared_error: 0.7312,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8843, f_measure: 0.7962, kappa: 0.582, kb_relative_information_score: 23290.5116, mean_absolute_error: 0.2532, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8196, predictive_accuracy: 0.804, prior_entropy: 1, recall: 0.804, relative_absolute_error: 0.5064, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3762, root_relative_squared_error: 0.7524,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8764, f_measure: 0.8258, kappa: 0.6419, kb_relative_information_score: 27036.4855, mean_absolute_error: 0.2057, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8271, predictive_accuracy: 0.8271, prior_entropy: 1, recall: 0.8271, relative_absolute_error: 0.4114, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3671, root_relative_squared_error: 0.7342,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8595, f_measure: 0.8108, kappa: 0.6189, kb_relative_information_score: 27716, mean_absolute_error: 0.1942, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8202, predictive_accuracy: 0.8097, prior_entropy: 1, recall: 0.8097, relative_absolute_error: 0.3883, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3809, root_relative_squared_error: 0.7617,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8348, f_measure: 0.8408, kappa: 0.6734, kb_relative_information_score: 30930, mean_absolute_error: 0.1587, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8409, predictive_accuracy: 0.8413, prior_entropy: 1, recall: 0.8413, relative_absolute_error: 0.3174, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3984, root_relative_squared_error: 0.7967,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8347, f_measure: 0.8408, kappa: 0.6734, kb_relative_information_score: 30932, mean_absolute_error: 0.1587, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8409, predictive_accuracy: 0.8413, prior_entropy: 1, recall: 0.8413, relative_absolute_error: 0.3174, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3983, root_relative_squared_error: 0.7967,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8349, f_measure: 0.841, kappa: 0.6737, kb_relative_information_score: 30946, mean_absolute_error: 0.1585, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.841, predictive_accuracy: 0.8415, prior_entropy: 1, recall: 0.8415, relative_absolute_error: 0.317, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3982, root_relative_squared_error: 0.7963,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8349, f_measure: 0.841, kappa: 0.6737, kb_relative_information_score: 30946, mean_absolute_error: 0.1585, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.841, predictive_accuracy: 0.8415, prior_entropy: 1, recall: 0.8415, relative_absolute_error: 0.317, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3982, root_relative_squared_error: 0.7963,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8349, f_measure: 0.841, kappa: 0.6737, kb_relative_information_score: 30948, mean_absolute_error: 0.1585, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8411, predictive_accuracy: 0.8415, prior_entropy: 1, recall: 0.8415, relative_absolute_error: 0.317, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3981, root_relative_squared_error: 0.7962,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8349, f_measure: 0.841, kappa: 0.6737, kb_relative_information_score: 30948, mean_absolute_error: 0.1585, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8411, predictive_accuracy: 0.8415, prior_entropy: 1, recall: 0.8415, relative_absolute_error: 0.317, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3981, root_relative_squared_error: 0.7962,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8291, f_measure: 0.8332, kappa: 0.6586, kb_relative_information_score: 30200, mean_absolute_error: 0.1668, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8332, predictive_accuracy: 0.8332, prior_entropy: 1, recall: 0.8332, relative_absolute_error: 0.3335, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4084, root_relative_squared_error: 0.8167,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8354, f_measure: 0.8413, kappa: 0.6744, kb_relative_information_score: 30968, mean_absolute_error: 0.1583, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8413, predictive_accuracy: 0.8417, prior_entropy: 1, recall: 0.8417, relative_absolute_error: 0.3166, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3978, root_relative_squared_error: 0.7957,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8042, f_measure: 0.8107, kappa: 0.6117, kb_relative_information_score: 28208, mean_absolute_error: 0.1887, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8106, predictive_accuracy: 0.8113, prior_entropy: 1, recall: 0.8113, relative_absolute_error: 0.3775, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4344, root_relative_squared_error: 0.8689,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8076, f_measure: 0.8139, kappa: 0.6183, kb_relative_information_score: 28496, mean_absolute_error: 0.1856, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8138, predictive_accuracy: 0.8144, prior_entropy: 1, recall: 0.8144, relative_absolute_error: 0.3711, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4308, root_relative_squared_error: 0.8615,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8112, f_measure: 0.8175, kappa: 0.6256, kb_relative_information_score: 28820, mean_absolute_error: 0.182, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8174, predictive_accuracy: 0.818, prior_entropy: 1, recall: 0.818, relative_absolute_error: 0.364, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4266, root_relative_squared_error: 0.8532,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8527, f_measure: 0.7914, kappa: 0.5723, kb_relative_information_score: 23692.8283, mean_absolute_error: 0.2459, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.7913, predictive_accuracy: 0.792, prior_entropy: 1, recall: 0.792, relative_absolute_error: 0.4918, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3999, root_relative_squared_error: 0.7998,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8527, f_measure: 0.7914, kappa: 0.5723, kb_relative_information_score: 23692.8283, mean_absolute_error: 0.2459, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.7913, predictive_accuracy: 0.792, prior_entropy: 1, recall: 0.792, relative_absolute_error: 0.4918, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3999, root_relative_squared_error: 0.7998,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8015, f_measure: 0.7369, kappa: 0.4584, kb_relative_information_score: 17068.5407, mean_absolute_error: 0.3226, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.742, predictive_accuracy: 0.742, prior_entropy: 1, recall: 0.742, relative_absolute_error: 0.6452, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4238, root_relative_squared_error: 0.8476,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8499, f_measure: 0.8533, kappa: 0.6998, kb_relative_information_score: 32018, mean_absolute_error: 0.1467, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8533, predictive_accuracy: 0.8533, prior_entropy: 1, recall: 0.8533, relative_absolute_error: 0.2934, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.383, root_relative_squared_error: 0.766,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5041, f_measure: 0.4213, kappa: 0.0002, kb_relative_information_score: 1396.6524, mean_absolute_error: 0.4885, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.5241, predictive_accuracy: 0.5753, prior_entropy: 1, recall: 0.5753, relative_absolute_error: 0.977, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4943, root_relative_squared_error: 0.9887,
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,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8387, f_measure: 0.8426, kappa: 0.6777, kb_relative_information_score: 31048, mean_absolute_error: 0.1574, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8425, predictive_accuracy: 0.8426, prior_entropy: 1, recall: 0.8426, relative_absolute_error: 0.3148, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3967, root_relative_squared_error: 0.7935,
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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,
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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,
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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,
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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,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8412, f_measure: 0.8472, kappa: 0.6864, kb_relative_information_score: 31508, mean_absolute_error: 0.1523, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8473, predictive_accuracy: 0.8477, prior_entropy: 1, recall: 0.8477, relative_absolute_error: 0.3046, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3903, root_relative_squared_error: 0.7806,
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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: 0.9045, f_measure: 0.8685, kappa: 0.7321, kb_relative_information_score: 31247.019, mean_absolute_error: 0.1621, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8701, predictive_accuracy: 0.8681, prior_entropy: 1, recall: 0.8681, relative_absolute_error: 0.3242, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3386, root_relative_squared_error: 0.6772,
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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,
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: 0.9196, f_measure: 0.8624, kappa: 0.7184, kb_relative_information_score: 30517.4115, mean_absolute_error: 0.1707, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8624, predictive_accuracy: 0.8624, prior_entropy: 1, recall: 0.8624, relative_absolute_error: 0.3414, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3304, root_relative_squared_error: 0.6608,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8455, f_measure: 0.8534, kappa: 0.6987, kb_relative_information_score: 32118, mean_absolute_error: 0.1456, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8547, predictive_accuracy: 0.8544, prior_entropy: 1, recall: 0.8544, relative_absolute_error: 0.2912, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3816, root_relative_squared_error: 0.7631,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8233, f_measure: 0.8301, kappa: 0.6512, kb_relative_information_score: 29978, mean_absolute_error: 0.1692, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8303, predictive_accuracy: 0.8308, prior_entropy: 1, recall: 0.8308, relative_absolute_error: 0.3384, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4113, root_relative_squared_error: 0.8227,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8098, f_measure: 0.8169, kappa: 0.6242, kb_relative_information_score: 28792, mean_absolute_error: 0.1823, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8171, predictive_accuracy: 0.8177, prior_entropy: 1, recall: 0.8177, relative_absolute_error: 0.3646, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.427, root_relative_squared_error: 0.8539,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8056, f_measure: 0.8127, kappa: 0.6155, kb_relative_information_score: 28408, mean_absolute_error: 0.1865, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8128, predictive_accuracy: 0.8135, prior_entropy: 1, recall: 0.8135, relative_absolute_error: 0.3731, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4319, root_relative_squared_error: 0.8638,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8077, f_measure: 0.8148, kappa: 0.6199, kb_relative_information_score: 28602, mean_absolute_error: 0.1844, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.815, predictive_accuracy: 0.8156, prior_entropy: 1, recall: 0.8156, relative_absolute_error: 0.3688, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4294, root_relative_squared_error: 0.8588,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8294, f_measure: 0.836, kappa: 0.6633, kb_relative_information_score: 30504, mean_absolute_error: 0.1634, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8361, predictive_accuracy: 0.8366, prior_entropy: 1, recall: 0.8366, relative_absolute_error: 0.3268, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4042, root_relative_squared_error: 0.8085,

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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