Task
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: 0.8975, f_measure: 0.8093, kappa: 0.6084, kb_relative_information_score: 22913.6147, mean_absolute_error: 0.2588, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.829, predictive_accuracy: 0.8157, prior_entropy: 1, recall: 0.8157, relative_absolute_error: 0.5177, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3694, root_relative_squared_error: 0.7387,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9038, f_measure: 0.8093, kappa: 0.6084, kb_relative_information_score: 23761.9631, mean_absolute_error: 0.2494, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.829, predictive_accuracy: 0.8157, prior_entropy: 1, recall: 0.8157, relative_absolute_error: 0.4989, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3622, root_relative_squared_error: 0.7243,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9052, f_measure: 0.8393, kappa: 0.6695, kb_relative_information_score: 25512.8089, mean_absolute_error: 0.2282, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.842, predictive_accuracy: 0.841, prior_entropy: 1, recall: 0.841, relative_absolute_error: 0.4564, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3518, root_relative_squared_error: 0.7036,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9047, f_measure: 0.8333, kappa: 0.6571, kb_relative_information_score: 26484.7729, mean_absolute_error: 0.2158, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8362, predictive_accuracy: 0.8351, prior_entropy: 1, recall: 0.8351, relative_absolute_error: 0.4316, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3491, root_relative_squared_error: 0.6982,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.902, f_measure: 0.8431, kappa: 0.6776, kb_relative_information_score: 27357.0027, mean_absolute_error: 0.2042, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8437, predictive_accuracy: 0.8439, prior_entropy: 1, recall: 0.8439, relative_absolute_error: 0.4084, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.349, root_relative_squared_error: 0.6979,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8951, f_measure: 0.8385, kappa: 0.6682, kb_relative_information_score: 28268.5445, mean_absolute_error: 0.1921, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8391, predictive_accuracy: 0.8393, prior_entropy: 1, recall: 0.8393, relative_absolute_error: 0.3842, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3533, root_relative_squared_error: 0.7065,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8801, f_measure: 0.8386, kappa: 0.6689, kb_relative_information_score: 28980.2601, mean_absolute_error: 0.1805, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8386, predictive_accuracy: 0.839, prior_entropy: 1, recall: 0.839, relative_absolute_error: 0.361, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3643, root_relative_squared_error: 0.7286,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8328, f_measure: 0.8386, kappa: 0.669, kb_relative_information_score: 30728, 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: 0.3219, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4012, root_relative_squared_error: 0.8023,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8975, f_measure: 0.8093, kappa: 0.6084, kb_relative_information_score: 22913.6147, mean_absolute_error: 0.2588, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.829, predictive_accuracy: 0.8157, prior_entropy: 1, recall: 0.8157, relative_absolute_error: 0.5177, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3694, root_relative_squared_error: 0.7387,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8977, f_measure: 0.8353, kappa: 0.662, kb_relative_information_score: 25216.2155, mean_absolute_error: 0.2313, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8355, predictive_accuracy: 0.8359, prior_entropy: 1, recall: 0.8359, relative_absolute_error: 0.4626, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3546, root_relative_squared_error: 0.7092,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.898, f_measure: 0.8333, kappa: 0.6571, kb_relative_information_score: 26294.1773, mean_absolute_error: 0.2178, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8362, predictive_accuracy: 0.8351, prior_entropy: 1, recall: 0.8351, relative_absolute_error: 0.4356, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3509, root_relative_squared_error: 0.7019,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8958, f_measure: 0.8343, kappa: 0.6622, kb_relative_information_score: 27222.0021, mean_absolute_error: 0.2056, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8357, predictive_accuracy: 0.8338, prior_entropy: 1, recall: 0.8338, relative_absolute_error: 0.4111, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3502, root_relative_squared_error: 0.7005,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.889, f_measure: 0.8385, kappa: 0.6682, kb_relative_information_score: 28183.4328, mean_absolute_error: 0.193, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8391, predictive_accuracy: 0.8393, prior_entropy: 1, recall: 0.8393, relative_absolute_error: 0.3859, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3543, root_relative_squared_error: 0.7086,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8747, f_measure: 0.8226, kappa: 0.6433, kb_relative_information_score: 28896, mean_absolute_error: 0.1811, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8334, predictive_accuracy: 0.8215, prior_entropy: 1, recall: 0.8215, relative_absolute_error: 0.3623, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3652, root_relative_squared_error: 0.7304,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8289, f_measure: 0.8345, kappa: 0.6607, kb_relative_information_score: 30352, mean_absolute_error: 0.1651, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8345, predictive_accuracy: 0.8349, prior_entropy: 1, recall: 0.8349, relative_absolute_error: 0.3302, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4063, root_relative_squared_error: 0.8126,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8296, f_measure: 0.8354, kappa: 0.6623, kb_relative_information_score: 30432, mean_absolute_error: 0.1642, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8353, predictive_accuracy: 0.8358, prior_entropy: 1, recall: 0.8358, relative_absolute_error: 0.3284, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4052, root_relative_squared_error: 0.8104,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8317, f_measure: 0.8375, kappa: 0.6667, kb_relative_information_score: 30626, mean_absolute_error: 0.1621, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8375, predictive_accuracy: 0.8379, prior_entropy: 1, recall: 0.8379, relative_absolute_error: 0.3241, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4026, root_relative_squared_error: 0.8051,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.825, f_measure: 0.8297, kappa: 0.6512, kb_relative_information_score: 29896, mean_absolute_error: 0.1701, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8296, predictive_accuracy: 0.8299, prior_entropy: 1, recall: 0.8299, relative_absolute_error: 0.3402, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4124, root_relative_squared_error: 0.8249,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8469, f_measure: 0.8526, kappa: 0.6976, kb_relative_information_score: 31998, mean_absolute_error: 0.1469, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8527, predictive_accuracy: 0.8531, prior_entropy: 1, recall: 0.8531, relative_absolute_error: 0.2938, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3833, root_relative_squared_error: 0.7666,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8793, f_measure: 0.8845, kappa: 0.7629, kb_relative_information_score: 34874, mean_absolute_error: 0.1152, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8847, predictive_accuracy: 0.8848, prior_entropy: 1, recall: 0.8848, relative_absolute_error: 0.2304, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3394, root_relative_squared_error: 0.6788,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8328, f_measure: 0.8386, kappa: 0.669, kb_relative_information_score: 30728, 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: 0.3219, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4012, root_relative_squared_error: 0.8023,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8239, f_measure: 0.8309, kappa: 0.6528, kb_relative_information_score: 30056, mean_absolute_error: 0.1683, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8312, predictive_accuracy: 0.8317, prior_entropy: 1, recall: 0.8317, relative_absolute_error: 0.3367, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4103, root_relative_squared_error: 0.8206,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8246, f_measure: 0.8312, kappa: 0.6535, kb_relative_information_score: 30070, mean_absolute_error: 0.1682, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8313, predictive_accuracy: 0.8318, prior_entropy: 1, recall: 0.8318, relative_absolute_error: 0.3364, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4101, root_relative_squared_error: 0.8202,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8276, f_measure: 0.8338, kappa: 0.659, kb_relative_information_score: 30298, mean_absolute_error: 0.1657, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8338, predictive_accuracy: 0.8343, prior_entropy: 1, recall: 0.8343, relative_absolute_error: 0.3313, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.407, root_relative_squared_error: 0.8141,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.764, f_measure: 0.7439, kappa: 0.4756, kb_relative_information_score: 21119.6891, mean_absolute_error: 0.2702, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.7438, predictive_accuracy: 0.7441, prior_entropy: 1, recall: 0.7441, relative_absolute_error: 0.5403, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4667, root_relative_squared_error: 0.9334,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7641, f_measure: 0.7437, kappa: 0.475, kb_relative_information_score: 21076.8573, mean_absolute_error: 0.2707, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.7435, predictive_accuracy: 0.7438, prior_entropy: 1, recall: 0.7438, relative_absolute_error: 0.5414, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4665, root_relative_squared_error: 0.9331,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7641, f_measure: 0.7437, kappa: 0.475, kb_relative_information_score: 21076.8573, mean_absolute_error: 0.2707, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.7435, predictive_accuracy: 0.7438, prior_entropy: 1, recall: 0.7438, relative_absolute_error: 0.5414, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4665, root_relative_squared_error: 0.9331,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7641, f_measure: 0.7437, kappa: 0.475, kb_relative_information_score: 21076.8573, mean_absolute_error: 0.2707, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.7435, predictive_accuracy: 0.7438, prior_entropy: 1, recall: 0.7438, relative_absolute_error: 0.5414, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4665, root_relative_squared_error: 0.9331,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7202, f_measure: 0.7042, kappa: 0.3954, kb_relative_information_score: 16080.6953, mean_absolute_error: 0.3287, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.7046, predictive_accuracy: 0.7039, prior_entropy: 1, recall: 0.7039, relative_absolute_error: 0.6574, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5033, root_relative_squared_error: 1.0066,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8232, f_measure: 0.8277, kappa: 0.6472, kb_relative_information_score: 29710, mean_absolute_error: 0.1722, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8277, predictive_accuracy: 0.8278, prior_entropy: 1, recall: 0.8278, relative_absolute_error: 0.3443, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4149, root_relative_squared_error: 0.8298,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8392, f_measure: 0.8456, kappa: 0.6831, kb_relative_information_score: 31378, mean_absolute_error: 0.1538, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8459, predictive_accuracy: 0.8462, prior_entropy: 1, recall: 0.8462, relative_absolute_error: 0.3075, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3921, root_relative_squared_error: 0.7842,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8664, f_measure: 0.873, kappa: 0.7391, kb_relative_information_score: 33858, mean_absolute_error: 0.1264, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8737, predictive_accuracy: 0.8736, prior_entropy: 1, recall: 0.8736, relative_absolute_error: 0.2528, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3555, root_relative_squared_error: 0.711,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8298, f_measure: 0.8359, kappa: 0.6632, kb_relative_information_score: 30484, mean_absolute_error: 0.1636, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8359, predictive_accuracy: 0.8364, prior_entropy: 1, recall: 0.8364, relative_absolute_error: 0.3272, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4045, root_relative_squared_error: 0.809,
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: 0.8843, 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: 0.8861, 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: 0.8815, 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: 0.8637, 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: 0.8136, f_measure: 0.8198, kappa: 0.6304, kb_relative_information_score: 29030, mean_absolute_error: 0.1797, 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: 0.3593, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4239, root_relative_squared_error: 0.8477,
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: 0.8764, 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: 0.7996, 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,
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,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8558, f_measure: 0.8621, kappa: 0.7169, kb_relative_information_score: 32866, mean_absolute_error: 0.1373, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8625, predictive_accuracy: 0.8627, prior_entropy: 1, recall: 0.8627, relative_absolute_error: 0.2747, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3706, root_relative_squared_error: 0.7412,
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: 0.8233, 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: 0.8455, 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: 0.872, f_measure: 0.8694, kappa: 0.7348, kb_relative_information_score: 33420, mean_absolute_error: 0.1312, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8728, predictive_accuracy: 0.8688, prior_entropy: 1, recall: 0.8688, relative_absolute_error: 0.2624, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3622, root_relative_squared_error: 0.7245,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8015, f_measure: 0.809, kappa: 0.6079, kb_relative_information_score: 28086, mean_absolute_error: 0.1901, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8092, predictive_accuracy: 0.8099, prior_entropy: 1, recall: 0.8099, relative_absolute_error: 0.3802, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.436, root_relative_squared_error: 0.872,
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: 0.8098, 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: 0.8042, 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: 0.8136, f_measure: 0.8198, kappa: 0.6304, kb_relative_information_score: 29030, mean_absolute_error: 0.1797, 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: 0.3593, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4239, root_relative_squared_error: 0.8477,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9055, f_measure: 0.8299, kappa: 0.6509, kb_relative_information_score: 24521.5607, mean_absolute_error: 0.2434, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.83, predictive_accuracy: 0.8305, prior_entropy: 1, recall: 0.8305, relative_absolute_error: 0.4868, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3472, root_relative_squared_error: 0.6943,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9035, f_measure: 0.8263, kappa: 0.6435, kb_relative_information_score: 24293.0455, mean_absolute_error: 0.2461, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8264, predictive_accuracy: 0.827, prior_entropy: 1, recall: 0.827, relative_absolute_error: 0.4922, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3496, root_relative_squared_error: 0.6993,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.958, f_measure: 0.8987, kappa: 0.7922, kb_relative_information_score: 31960.7474, mean_absolute_error: 0.1589, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8991, predictive_accuracy: 0.8991, prior_entropy: 1, recall: 0.8991, relative_absolute_error: 0.3178, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2744, root_relative_squared_error: 0.5489,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9601, f_measure: 0.9007, kappa: 0.7961, kb_relative_information_score: 31832.8088, mean_absolute_error: 0.161, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.901, predictive_accuracy: 0.901, prior_entropy: 1, recall: 0.901, relative_absolute_error: 0.322, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2726, root_relative_squared_error: 0.5452,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9053, f_measure: 0.8265, kappa: 0.644, kb_relative_information_score: 24424.6055, mean_absolute_error: 0.2446, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8266, predictive_accuracy: 0.8271, prior_entropy: 1, recall: 0.8271, relative_absolute_error: 0.4892, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3481, root_relative_squared_error: 0.6961,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9041, f_measure: 0.8253, kappa: 0.6416, kb_relative_information_score: 24308.5752, mean_absolute_error: 0.2457, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8253, predictive_accuracy: 0.8258, prior_entropy: 1, recall: 0.8258, relative_absolute_error: 0.4915, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3492, root_relative_squared_error: 0.6984,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9568, f_measure: 0.8965, kappa: 0.7875, kb_relative_information_score: 31316.0757, mean_absolute_error: 0.167, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8969, predictive_accuracy: 0.8968, prior_entropy: 1, recall: 0.8968, relative_absolute_error: 0.334, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2783, root_relative_squared_error: 0.5567,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.952, f_measure: 0.888, kappa: 0.7702, kb_relative_information_score: 30474.8088, mean_absolute_error: 0.1767, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8886, predictive_accuracy: 0.8885, prior_entropy: 1, recall: 0.8885, relative_absolute_error: 0.3534, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2873, root_relative_squared_error: 0.5745,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6377, f_measure: 0.6125, kappa: 0.2578, kb_relative_information_score: 9865.7328, mean_absolute_error: 0.4029, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.7596, predictive_accuracy: 0.6721, prior_entropy: 1, recall: 0.6721, relative_absolute_error: 0.8059, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.465, root_relative_squared_error: 0.9299,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7682, f_measure: 0.7101, kappa: 0.4122, kb_relative_information_score: 16788.2804, mean_absolute_error: 0.3212, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.7145, predictive_accuracy: 0.7087, prior_entropy: 1, recall: 0.7087, relative_absolute_error: 0.6425, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4633, root_relative_squared_error: 0.9266,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7193, f_measure: 0.6939, kappa: 0.3771, kb_relative_information_score: 17751.9154, mean_absolute_error: 0.3039, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.6964, predictive_accuracy: 0.6927, prior_entropy: 1, recall: 0.6927, relative_absolute_error: 0.6079, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5278, root_relative_squared_error: 1.0556,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7848, f_measure: 0.7523, kappa: 0.4945, kb_relative_information_score: 20797.7045, mean_absolute_error: 0.2765, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.7533, predictive_accuracy: 0.7517, prior_entropy: 1, recall: 0.7517, relative_absolute_error: 0.5529, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4521, root_relative_squared_error: 0.9041,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7644, f_measure: 0.7443, kappa: 0.4765, kb_relative_information_score: 21134.5875, mean_absolute_error: 0.2699, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.7442, predictive_accuracy: 0.7444, prior_entropy: 1, recall: 0.7444, relative_absolute_error: 0.5398, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4669, root_relative_squared_error: 0.9338,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8062, f_measure: 0.7574, kappa: 0.5011, kb_relative_information_score: 16613.2953, mean_absolute_error: 0.3331, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.7581, predictive_accuracy: 0.7594, prior_entropy: 1, recall: 0.7594, relative_absolute_error: 0.6661, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4214, root_relative_squared_error: 0.8427,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.779, f_measure: 0.7408, kappa: 0.4689, kb_relative_information_score: 20294.7862, mean_absolute_error: 0.2809, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.7406, predictive_accuracy: 0.7412, prior_entropy: 1, recall: 0.7412, relative_absolute_error: 0.5619, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4585, root_relative_squared_error: 0.917,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7552, f_measure: 0.7361, kappa: 0.4584, kb_relative_information_score: 21208.1781, mean_absolute_error: 0.2671, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.7358, predictive_accuracy: 0.737, prior_entropy: 1, recall: 0.737, relative_absolute_error: 0.5342, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4889, root_relative_squared_error: 0.9779,
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: 0.8387, 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,
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: 0.5007, 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: 0.5657, 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: 0.8668, 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: 0.8713, 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: 0.8778, 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: 0.8953, 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: 0.8227, 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: 0.5041, 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: 0.8499, 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: 0.8015, 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: 0.8778, f_measure: 0.8325, kappa: 0.6556, kb_relative_information_score: 28187.2803, mean_absolute_error: 0.1951, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8341, predictive_accuracy: 0.8339, prior_entropy: 1, recall: 0.8339, relative_absolute_error: 0.3902, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3723, root_relative_squared_error: 0.7446,
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: 0.8121, 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,

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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