OpenML
Supervised Data Stream Classification on BNG(heart-statlog)

Supervised Data Stream Classification on BNG(heart-statlog)

Task 2163 Supervised Data Stream Classification BNG(heart-statlog) 305 runs submitted
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  • binstreams ecmlpkdd2015 streamensembles streams study_11 study_16
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8869, f_measure: 0.8667, kappa: 0.7294, kb_relative_information_score: 737293.8223, mean_absolute_error: 0.1314, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8763, predictive_accuracy: 0.8688, prior_entropy: 1, recall: 0.8688, relative_absolute_error: 0.2628, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3584, root_relative_squared_error: 0.7168,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8881, f_measure: 0.8656, kappa: 0.7272, kb_relative_information_score: 735257.6575, mean_absolute_error: 0.1324, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8759, predictive_accuracy: 0.8678, prior_entropy: 1, recall: 0.8678, relative_absolute_error: 0.2648, 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: 0.9191, f_measure: 0.8736, kappa: 0.7431, kb_relative_information_score: 719433.4464, mean_absolute_error: 0.1445, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8793, predictive_accuracy: 0.875, prior_entropy: 1, recall: 0.875, relative_absolute_error: 0.2891, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3341, root_relative_squared_error: 0.6681,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9201, f_measure: 0.873, kappa: 0.742, kb_relative_information_score: 719192.2015, mean_absolute_error: 0.1446, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8788, predictive_accuracy: 0.8744, prior_entropy: 1, recall: 0.8744, relative_absolute_error: 0.2893, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3339, root_relative_squared_error: 0.6678,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9222, f_measure: 0.8496, kappa: 0.6946, kb_relative_information_score: 613811.0645, mean_absolute_error: 0.2028, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8517, predictive_accuracy: 0.8506, prior_entropy: 1, recall: 0.8506, relative_absolute_error: 0.4057, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3279, root_relative_squared_error: 0.6558,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9222, f_measure: 0.8496, kappa: 0.6946, kb_relative_information_score: 613811.0645, mean_absolute_error: 0.2028, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8517, predictive_accuracy: 0.8506, prior_entropy: 1, recall: 0.8506, relative_absolute_error: 0.4057, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3279, root_relative_squared_error: 0.6558,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9323, f_measure: 0.8708, kappa: 0.7375, kb_relative_information_score: 712768.4, mean_absolute_error: 0.1479, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.876, predictive_accuracy: 0.8722, prior_entropy: 1, recall: 0.8722, relative_absolute_error: 0.2958, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3325, root_relative_squared_error: 0.665,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9212, f_measure: 0.8795, kappa: 0.7554, kb_relative_information_score: 622904.0892, mean_absolute_error: 0.2045, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8808, predictive_accuracy: 0.8801, prior_entropy: 1, recall: 0.8801, relative_absolute_error: 0.4091, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3181, root_relative_squared_error: 0.6362,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9281, f_measure: 0.8747, kappa: 0.7455, kb_relative_information_score: 745393.378, mean_absolute_error: 0.128, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8777, predictive_accuracy: 0.8757, prior_entropy: 1, recall: 0.8757, relative_absolute_error: 0.256, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3399, root_relative_squared_error: 0.6798,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5003, f_measure: 0.3973, kb_relative_information_score: 39638.2719, mean_absolute_error: 0.4844, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.3091, predictive_accuracy: 0.5559, prior_entropy: 1, recall: 0.5559, relative_absolute_error: 0.9689, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5038, root_relative_squared_error: 1.0077,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8655, f_measure: 0.8722, kappa: 0.7404, kb_relative_information_score: 746846, mean_absolute_error: 0.1266, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8766, predictive_accuracy: 0.8734, prior_entropy: 1, recall: 0.8734, relative_absolute_error: 0.2532, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3558, root_relative_squared_error: 0.7116,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8753, f_measure: 0.8799, kappa: 0.7562, kb_relative_information_score: 761050, mean_absolute_error: 0.1195, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8813, predictive_accuracy: 0.8805, prior_entropy: 1, recall: 0.8805, relative_absolute_error: 0.239, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3457, root_relative_squared_error: 0.6913,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9063, f_measure: 0.8785, kappa: 0.7531, kb_relative_information_score: 723261.0484, mean_absolute_error: 0.1433, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8802, predictive_accuracy: 0.8791, prior_entropy: 1, recall: 0.8791, relative_absolute_error: 0.2866, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3258, root_relative_squared_error: 0.6516,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9275, f_measure: 0.8796, kappa: 0.7555, kb_relative_information_score: 758968.292, mean_absolute_error: 0.1207, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8815, predictive_accuracy: 0.8803, prior_entropy: 1, recall: 0.8803, relative_absolute_error: 0.2414, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.337, root_relative_squared_error: 0.6741,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8845, f_measure: 0.8045, kappa: 0.6044, kb_relative_information_score: 575971.1252, mean_absolute_error: 0.2162, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8048, predictive_accuracy: 0.8044, prior_entropy: 1, recall: 0.8044, relative_absolute_error: 0.4324, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3893, root_relative_squared_error: 0.7787,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3973, kb_relative_information_score: 111892, mean_absolute_error: 0.4441, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.3091, predictive_accuracy: 0.5559, prior_entropy: 1, recall: 0.5559, relative_absolute_error: 0.8881, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6664, root_relative_squared_error: 1.3327,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3973, kb_relative_information_score: 111892, mean_absolute_error: 0.4441, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.3091, predictive_accuracy: 0.5559, prior_entropy: 1, recall: 0.5559, relative_absolute_error: 0.8881, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6664, root_relative_squared_error: 1.3327,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9443, f_measure: 0.8833, kappa: 0.7633, kb_relative_information_score: 694271.4157, mean_absolute_error: 0.1627, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8833, predictive_accuracy: 0.8834, prior_entropy: 1, recall: 0.8834, relative_absolute_error: 0.3255, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.298, root_relative_squared_error: 0.596,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9157, f_measure: 0.853, kappa: 0.7022, kb_relative_information_score: 546148.3227, mean_absolute_error: 0.2435, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.853, predictive_accuracy: 0.8529, prior_entropy: 1, recall: 0.8529, relative_absolute_error: 0.4869, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3371, root_relative_squared_error: 0.6743,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9573, f_measure: 0.8926, kappa: 0.7824, kb_relative_information_score: 698827.4889, mean_absolute_error: 0.1619, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8927, predictive_accuracy: 0.8928, prior_entropy: 1, recall: 0.8928, relative_absolute_error: 0.3237, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.281, root_relative_squared_error: 0.5619,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9574, f_measure: 0.8926, kappa: 0.7823, kb_relative_information_score: 698853.5163, mean_absolute_error: 0.1618, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8926, predictive_accuracy: 0.8927, prior_entropy: 1, recall: 0.8927, relative_absolute_error: 0.3237, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2809, root_relative_squared_error: 0.5619,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8769, f_measure: 0.8795, kappa: 0.7556, kb_relative_information_score: 759204, mean_absolute_error: 0.1204, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8795, predictive_accuracy: 0.8796, prior_entropy: 1, recall: 0.8796, relative_absolute_error: 0.2408, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.347, root_relative_squared_error: 0.694,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8772, f_measure: 0.8798, kappa: 0.7563, kb_relative_information_score: 759914, mean_absolute_error: 0.12, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8798, predictive_accuracy: 0.88, prior_entropy: 1, recall: 0.88, relative_absolute_error: 0.2401, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3465, root_relative_squared_error: 0.6929,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9059, f_measure: 0.8749, kappa: 0.7459, kb_relative_information_score: 718680.3514, mean_absolute_error: 0.1455, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8782, predictive_accuracy: 0.8759, prior_entropy: 1, recall: 0.8759, relative_absolute_error: 0.2909, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3355, root_relative_squared_error: 0.671,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8483, f_measure: 0.8511, kappa: 0.6982, kb_relative_information_score: 702658, mean_absolute_error: 0.1487, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8511, predictive_accuracy: 0.8513, prior_entropy: 1, recall: 0.8513, relative_absolute_error: 0.2973, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3856, root_relative_squared_error: 0.7712,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8692, f_measure: 0.8716, kappa: 0.7397, kb_relative_information_score: 743412, mean_absolute_error: 0.1283, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8716, predictive_accuracy: 0.8717, prior_entropy: 1, recall: 0.8717, relative_absolute_error: 0.2566, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3582, root_relative_squared_error: 0.7164,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8763, f_measure: 0.8787, kappa: 0.7541, kb_relative_information_score: 757646, mean_absolute_error: 0.1212, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8787, predictive_accuracy: 0.8788, prior_entropy: 1, recall: 0.8788, relative_absolute_error: 0.2424, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3481, root_relative_squared_error: 0.6962,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8763, f_measure: 0.8787, kappa: 0.7541, kb_relative_information_score: 757710, mean_absolute_error: 0.1211, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8787, predictive_accuracy: 0.8789, prior_entropy: 1, recall: 0.8789, relative_absolute_error: 0.2423, 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: 0.8762, f_measure: 0.8787, kappa: 0.754, kb_relative_information_score: 757566, mean_absolute_error: 0.1212, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8787, predictive_accuracy: 0.8788, prior_entropy: 1, recall: 0.8788, relative_absolute_error: 0.2424, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3482, root_relative_squared_error: 0.6963,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.873, f_measure: 0.8753, kappa: 0.7472, kb_relative_information_score: 750808, mean_absolute_error: 0.1246, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8753, predictive_accuracy: 0.8754, prior_entropy: 1, recall: 0.8754, relative_absolute_error: 0.2492, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.353, root_relative_squared_error: 0.706,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.873, f_measure: 0.8753, kappa: 0.7472, kb_relative_information_score: 750818, mean_absolute_error: 0.1246, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8753, predictive_accuracy: 0.8754, prior_entropy: 1, recall: 0.8754, relative_absolute_error: 0.2492, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.353, root_relative_squared_error: 0.7059,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.873, f_measure: 0.8753, kappa: 0.7473, kb_relative_information_score: 750830, mean_absolute_error: 0.1246, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8753, predictive_accuracy: 0.8754, prior_entropy: 1, recall: 0.8754, relative_absolute_error: 0.2492, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.353, root_relative_squared_error: 0.7059,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9544, f_measure: 0.8889, kappa: 0.7748, kb_relative_information_score: 687331.5461, mean_absolute_error: 0.1686, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.889, predictive_accuracy: 0.8891, prior_entropy: 1, recall: 0.8891, relative_absolute_error: 0.3372, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.286, root_relative_squared_error: 0.5719,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8584, f_measure: 0.8612, kappa: 0.7186, kb_relative_information_score: 722826, mean_absolute_error: 0.1386, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8612, predictive_accuracy: 0.8614, prior_entropy: 1, recall: 0.8614, relative_absolute_error: 0.2772, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3723, root_relative_squared_error: 0.7445,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8769, f_measure: 0.8795, kappa: 0.7556, kb_relative_information_score: 759204, mean_absolute_error: 0.1204, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8795, predictive_accuracy: 0.8796, prior_entropy: 1, recall: 0.8796, relative_absolute_error: 0.2408, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.347, root_relative_squared_error: 0.694,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9542, f_measure: 0.8886, kappa: 0.7742, kb_relative_information_score: 687714.8854, mean_absolute_error: 0.1683, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8887, predictive_accuracy: 0.8888, prior_entropy: 1, recall: 0.8888, relative_absolute_error: 0.3366, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2862, root_relative_squared_error: 0.5725,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8762, f_measure: 0.8786, kappa: 0.7539, kb_relative_information_score: 757436, mean_absolute_error: 0.1213, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8786, predictive_accuracy: 0.8787, prior_entropy: 1, recall: 0.8787, relative_absolute_error: 0.2426, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3483, root_relative_squared_error: 0.6965,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9568, f_measure: 0.8918, kappa: 0.7806, kb_relative_information_score: 698545.3108, mean_absolute_error: 0.1618, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8918, predictive_accuracy: 0.8919, prior_entropy: 1, recall: 0.8919, relative_absolute_error: 0.3236, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.282, root_relative_squared_error: 0.564,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.954, f_measure: 0.8885, kappa: 0.7739, kb_relative_information_score: 686841.1478, mean_absolute_error: 0.1688, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8886, predictive_accuracy: 0.8886, prior_entropy: 1, recall: 0.8886, relative_absolute_error: 0.3376, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2866, root_relative_squared_error: 0.5732,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8728, f_measure: 0.8752, kappa: 0.747, kb_relative_information_score: 750564, mean_absolute_error: 0.1247, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8752, predictive_accuracy: 0.8753, prior_entropy: 1, recall: 0.8753, relative_absolute_error: 0.2494, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3532, root_relative_squared_error: 0.7063,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8763, f_measure: 0.8787, kappa: 0.7541, kb_relative_information_score: 757646, mean_absolute_error: 0.1212, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8787, predictive_accuracy: 0.8788, prior_entropy: 1, recall: 0.8788, relative_absolute_error: 0.2424, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3481, root_relative_squared_error: 0.6962,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9573, f_measure: 0.8924, kappa: 0.782, kb_relative_information_score: 698687.4582, mean_absolute_error: 0.1619, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8924, predictive_accuracy: 0.8925, prior_entropy: 1, recall: 0.8925, relative_absolute_error: 0.3237, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2813, root_relative_squared_error: 0.5626,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.873, f_measure: 0.8753, kappa: 0.7473, kb_relative_information_score: 750830, mean_absolute_error: 0.1246, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8753, predictive_accuracy: 0.8754, prior_entropy: 1, recall: 0.8754, relative_absolute_error: 0.2492, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.353, root_relative_squared_error: 0.7059,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9362, f_measure: 0.8802, kappa: 0.7571, kb_relative_information_score: 682313.8475, mean_absolute_error: 0.1694, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8802, predictive_accuracy: 0.8803, prior_entropy: 1, recall: 0.8803, relative_absolute_error: 0.3387, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3049, root_relative_squared_error: 0.6098,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9416, f_measure: 0.8798, kappa: 0.7559, kb_relative_information_score: 578926.5836, mean_absolute_error: 0.2304, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8808, predictive_accuracy: 0.8803, prior_entropy: 1, recall: 0.8803, relative_absolute_error: 0.4609, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3113, root_relative_squared_error: 0.6227,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9534, f_measure: 0.8881, kappa: 0.7732, kb_relative_information_score: 686829.3154, mean_absolute_error: 0.1687, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8882, predictive_accuracy: 0.8883, prior_entropy: 1, recall: 0.8883, relative_absolute_error: 0.3374, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2872, root_relative_squared_error: 0.5744,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9253, f_measure: 0.8527, kappa: 0.7018, kb_relative_information_score: 509658.7273, mean_absolute_error: 0.2647, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8528, predictive_accuracy: 0.8526, prior_entropy: 1, ram_hours: 0.0683, recall: 0.8526, relative_absolute_error: 0.5294, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3368, root_relative_squared_error: 0.6736, run_cpu_time: 1113.1332,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9116, f_measure: 0.8438, kappa: 0.6835, kb_relative_information_score: 576304.0825, mean_absolute_error: 0.2251, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8438, predictive_accuracy: 0.8439, prior_entropy: 1, ram_hours: 0, recall: 0.8439, relative_absolute_error: 0.4503, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3402, root_relative_squared_error: 0.6804, run_cpu_time: 8.311,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.938, f_measure: 0.8668, kappa: 0.7306, kb_relative_information_score: 695795.8934, mean_absolute_error: 0.1569, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8671, predictive_accuracy: 0.8667, prior_entropy: 1, ram_hours: 0, recall: 0.8667, relative_absolute_error: 0.3138, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3192, root_relative_squared_error: 0.6384, run_cpu_time: 10.39,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9181, f_measure: 0.8443, kappa: 0.6836, kb_relative_information_score: 599926.0136, mean_absolute_error: 0.21, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8464, predictive_accuracy: 0.8453, prior_entropy: 1, ram_hours: 0.001, recall: 0.8453, relative_absolute_error: 0.4201, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3333, root_relative_squared_error: 0.6666, run_cpu_time: 7194.53,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9344, f_measure: 0.8798, kappa: 0.7563, kb_relative_information_score: 681500.6066, mean_absolute_error: 0.1698, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8798, predictive_accuracy: 0.88, prior_entropy: 1, ram_hours: 0, recall: 0.88, relative_absolute_error: 0.3396, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3056, root_relative_squared_error: 0.6112, run_cpu_time: 12.4287,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9357, f_measure: 0.8641, kappa: 0.725, kb_relative_information_score: 682320.0346, mean_absolute_error: 0.1646, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8642, predictive_accuracy: 0.864, prior_entropy: 1, ram_hours: 0, recall: 0.864, relative_absolute_error: 0.3292, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3204, root_relative_squared_error: 0.6408, run_cpu_time: 12.082,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8726, f_measure: 0.8748, kappa: 0.7462, kb_relative_information_score: 749908, mean_absolute_error: 0.125, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8749, predictive_accuracy: 0.875, prior_entropy: 1, ram_hours: 0, recall: 0.875, relative_absolute_error: 0.2501, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3533, root_relative_squared_error: 0.7065, run_cpu_time: 8.99,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9358, f_measure: 0.8806, kappa: 0.758, kb_relative_information_score: 684380.7409, mean_absolute_error: 0.1681, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8806, predictive_accuracy: 0.8807, prior_entropy: 1, ram_hours: 0, recall: 0.8807, relative_absolute_error: 0.3361, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3048, root_relative_squared_error: 0.6095, run_cpu_time: 47.28,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9177, f_measure: 0.8437, kappa: 0.6825, kb_relative_information_score: 599889.5068, mean_absolute_error: 0.21, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8462, predictive_accuracy: 0.8448, prior_entropy: 1, ram_hours: 0, recall: 0.8448, relative_absolute_error: 0.4201, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3334, root_relative_squared_error: 0.6669, run_cpu_time: 272.4228,

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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