OpenML
Supervised Data Stream Classification on BNG(hepatitis)

Supervised Data Stream Classification on BNG(hepatitis)

Task 2165 Supervised Data Stream Classification BNG(hepatitis) 309 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: 0.5, f_measure: 0.0715, kb_relative_information_score: -584366, mean_absolute_error: 0.7922, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.0432, predictive_accuracy: 0.2078, prior_entropy: 1, recall: 0.2078, relative_absolute_error: 1.5844, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.89, root_relative_squared_error: 1.7801,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0715, kb_relative_information_score: -584366, mean_absolute_error: 0.7922, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.0432, predictive_accuracy: 0.2078, prior_entropy: 1, recall: 0.2078, relative_absolute_error: 1.5844, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.89, root_relative_squared_error: 1.7801,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9283, f_measure: 0.8987, kappa: 0.7076, kb_relative_information_score: 788677.1351, mean_absolute_error: 0.1057, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.909, predictive_accuracy: 0.8946, prior_entropy: 1, recall: 0.8946, relative_absolute_error: 0.2115, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3186, root_relative_squared_error: 0.6372,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9488, f_measure: 0.9171, kappa: 0.7474, kb_relative_information_score: 791064.7628, mean_absolute_error: 0.1106, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9169, predictive_accuracy: 0.9174, prior_entropy: 1, recall: 0.9174, relative_absolute_error: 0.2212, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2624, root_relative_squared_error: 0.5248,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9501, f_measure: 0.9165, kappa: 0.7454, kb_relative_information_score: 789495.3362, mean_absolute_error: 0.1114, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9162, predictive_accuracy: 0.9168, prior_entropy: 1, recall: 0.9168, relative_absolute_error: 0.2227, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2618, root_relative_squared_error: 0.5235,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9671, f_measure: 0.9258, kappa: 0.7703, kb_relative_information_score: 782675.8881, mean_absolute_error: 0.1183, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9256, predictive_accuracy: 0.9273, prior_entropy: 1, recall: 0.9273, relative_absolute_error: 0.2365, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2319, root_relative_squared_error: 0.4638,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9225, f_measure: 0.9119, kappa: 0.733, kb_relative_information_score: 818483.1226, mean_absolute_error: 0.0914, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9121, predictive_accuracy: 0.9118, prior_entropy: 1, recall: 0.9118, relative_absolute_error: 0.1828, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2856, root_relative_squared_error: 0.5711,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9161, f_measure: 0.9122, kappa: 0.7304, kb_relative_information_score: 773228.8244, mean_absolute_error: 0.1219, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9116, predictive_accuracy: 0.9133, prior_entropy: 1, recall: 0.9133, relative_absolute_error: 0.2438, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2682, root_relative_squared_error: 0.5364,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9121, f_measure: 0.9003, kappa: 0.685, kb_relative_information_score: 710620.7375, mean_absolute_error: 0.1595, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9019, predictive_accuracy: 0.905, prior_entropy: 1, recall: 0.905, relative_absolute_error: 0.319, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2722, root_relative_squared_error: 0.5445,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9077, f_measure: 0.9127, kappa: 0.731, kb_relative_information_score: 793769.1306, mean_absolute_error: 0.1085, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9121, predictive_accuracy: 0.914, prior_entropy: 1, recall: 0.914, relative_absolute_error: 0.2171, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2719, root_relative_squared_error: 0.5437,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.7003, kappa: -0, kb_relative_information_score: 368063.8163, mean_absolute_error: 0.3401, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.6276, predictive_accuracy: 0.7922, prior_entropy: 1, recall: 0.7922, relative_absolute_error: 0.6801, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4062, root_relative_squared_error: 0.8123,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.853, f_measure: 0.9124, kappa: 0.7297, kb_relative_information_score: 827788, mean_absolute_error: 0.0861, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9118, predictive_accuracy: 0.9139, prior_entropy: 1, recall: 0.9139, relative_absolute_error: 0.1722, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2934, root_relative_squared_error: 0.5869,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8449, f_measure: 0.9109, kappa: 0.7233, kb_relative_information_score: 826192, mean_absolute_error: 0.0869, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9105, predictive_accuracy: 0.9131, prior_entropy: 1, recall: 0.9131, relative_absolute_error: 0.1738, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2948, root_relative_squared_error: 0.5896,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9105, f_measure: 0.913, kappa: 0.7306, kb_relative_information_score: 779309.226, mean_absolute_error: 0.118, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9126, predictive_accuracy: 0.9149, prior_entropy: 1, recall: 0.9149, relative_absolute_error: 0.236, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2684, root_relative_squared_error: 0.5368,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9184, f_measure: 0.8865, kappa: 0.6442, kb_relative_information_score: 706827.8604, mean_absolute_error: 0.1542, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8862, predictive_accuracy: 0.8908, prior_entropy: 1, recall: 0.8908, relative_absolute_error: 0.3083, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2851, root_relative_squared_error: 0.5703,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7863, f_measure: 0.7367, kappa: 0.3341, kb_relative_information_score: 415367.8862, mean_absolute_error: 0.2934, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8029, predictive_accuracy: 0.7118, prior_entropy: 1, recall: 0.7118, relative_absolute_error: 0.5867, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4924, root_relative_squared_error: 0.9848,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0715, kb_relative_information_score: -584366, mean_absolute_error: 0.7922, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.0432, predictive_accuracy: 0.2078, prior_entropy: 1, recall: 0.2078, relative_absolute_error: 1.5844, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.89, root_relative_squared_error: 1.7801,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0715, kb_relative_information_score: -584366, mean_absolute_error: 0.7922, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.0432, predictive_accuracy: 0.2078, prior_entropy: 1, recall: 0.2078, relative_absolute_error: 1.5844, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.89, root_relative_squared_error: 1.7801,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9529, f_measure: 0.9148, kappa: 0.736, kb_relative_information_score: 780752.8374, mean_absolute_error: 0.1167, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9143, predictive_accuracy: 0.9166, prior_entropy: 1, recall: 0.9166, relative_absolute_error: 0.2334, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2513, root_relative_squared_error: 0.5025,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9159, f_measure: 0.8787, kappa: 0.6329, kb_relative_information_score: 617413.6389, mean_absolute_error: 0.2068, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8792, predictive_accuracy: 0.8782, prior_entropy: 1, recall: 0.8782, relative_absolute_error: 0.4137, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.305, root_relative_squared_error: 0.61,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9673, f_measure: 0.9258, kappa: 0.7703, kb_relative_information_score: 782216.5204, mean_absolute_error: 0.1185, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9256, predictive_accuracy: 0.9273, prior_entropy: 1, recall: 0.9273, relative_absolute_error: 0.237, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2319, root_relative_squared_error: 0.4639,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8532, f_measure: 0.9136, kappa: 0.733, kb_relative_information_score: 830540, mean_absolute_error: 0.0847, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9131, predictive_accuracy: 0.9153, prior_entropy: 1, recall: 0.9153, relative_absolute_error: 0.1695, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2911, root_relative_squared_error: 0.5822,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8531, f_measure: 0.9136, kappa: 0.7328, kb_relative_information_score: 830480, mean_absolute_error: 0.0848, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.913, predictive_accuracy: 0.9152, prior_entropy: 1, recall: 0.9152, relative_absolute_error: 0.1695, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2911, root_relative_squared_error: 0.5823,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9204, f_measure: 0.9149, kappa: 0.7378, kb_relative_information_score: 783741.4578, mean_absolute_error: 0.1149, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9143, predictive_accuracy: 0.9161, prior_entropy: 1, recall: 0.9161, relative_absolute_error: 0.2299, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2641, root_relative_squared_error: 0.5282,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7827, f_measure: 0.8679, kappa: 0.5905, kb_relative_information_score: 741854, mean_absolute_error: 0.1291, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8663, predictive_accuracy: 0.8709, prior_entropy: 1, recall: 0.8709, relative_absolute_error: 0.2581, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3593, root_relative_squared_error: 0.7185,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8397, f_measure: 0.904, kappa: 0.7035, kb_relative_information_score: 811412, mean_absolute_error: 0.0943, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9032, predictive_accuracy: 0.9057, prior_entropy: 1, recall: 0.9057, relative_absolute_error: 0.1886, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3071, root_relative_squared_error: 0.6141,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.853, f_measure: 0.9135, kappa: 0.7325, kb_relative_information_score: 830282, mean_absolute_error: 0.0849, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9129, predictive_accuracy: 0.9151, prior_entropy: 1, recall: 0.9151, relative_absolute_error: 0.1697, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2913, root_relative_squared_error: 0.5826,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8529, f_measure: 0.9135, kappa: 0.7326, kb_relative_information_score: 830292, mean_absolute_error: 0.0849, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.913, predictive_accuracy: 0.9151, prior_entropy: 1, recall: 0.9151, relative_absolute_error: 0.1697, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2913, root_relative_squared_error: 0.5826,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8529, f_measure: 0.9135, kappa: 0.7326, kb_relative_information_score: 830288, mean_absolute_error: 0.0849, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.913, predictive_accuracy: 0.9151, prior_entropy: 1, recall: 0.9151, relative_absolute_error: 0.1697, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2913, root_relative_squared_error: 0.5826,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8483, f_measure: 0.9104, kappa: 0.723, kb_relative_information_score: 824238, mean_absolute_error: 0.0879, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9098, predictive_accuracy: 0.9121, prior_entropy: 1, recall: 0.9121, relative_absolute_error: 0.1758, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2964, root_relative_squared_error: 0.5929,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8484, f_measure: 0.9104, kappa: 0.7231, kb_relative_information_score: 824308, mean_absolute_error: 0.0878, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9098, predictive_accuracy: 0.9122, prior_entropy: 1, recall: 0.9122, relative_absolute_error: 0.1757, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2964, root_relative_squared_error: 0.5928,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8482, f_measure: 0.9103, kappa: 0.7228, kb_relative_information_score: 824116, mean_absolute_error: 0.0879, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9097, predictive_accuracy: 0.9121, prior_entropy: 1, recall: 0.9121, relative_absolute_error: 0.1759, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2966, root_relative_squared_error: 0.5931,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9618, f_measure: 0.9196, kappa: 0.7508, kb_relative_information_score: 770923.7321, mean_absolute_error: 0.1243, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9193, predictive_accuracy: 0.9214, prior_entropy: 1, recall: 0.9214, relative_absolute_error: 0.2487, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2407, root_relative_squared_error: 0.4814,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8179, f_measure: 0.8913, kappa: 0.6631, kb_relative_information_score: 787252, mean_absolute_error: 0.1064, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8902, predictive_accuracy: 0.8936, prior_entropy: 1, recall: 0.8936, relative_absolute_error: 0.2127, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3262, root_relative_squared_error: 0.6523,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8532, f_measure: 0.9136, kappa: 0.733, kb_relative_information_score: 830540, mean_absolute_error: 0.0847, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9131, predictive_accuracy: 0.9153, prior_entropy: 1, recall: 0.9153, relative_absolute_error: 0.1695, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2911, root_relative_squared_error: 0.5822,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.962, f_measure: 0.9196, kappa: 0.7508, kb_relative_information_score: 770725.3982, mean_absolute_error: 0.1244, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9194, predictive_accuracy: 0.9214, prior_entropy: 1, recall: 0.9214, relative_absolute_error: 0.2489, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2407, root_relative_squared_error: 0.4813,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9669, f_measure: 0.9256, kappa: 0.7699, kb_relative_information_score: 783282.2312, mean_absolute_error: 0.1178, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9254, predictive_accuracy: 0.9271, prior_entropy: 1, recall: 0.9271, relative_absolute_error: 0.2355, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2325, root_relative_squared_error: 0.465,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.853, f_measure: 0.9135, kappa: 0.7325, kb_relative_information_score: 830282, mean_absolute_error: 0.0849, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9129, predictive_accuracy: 0.9151, prior_entropy: 1, recall: 0.9151, relative_absolute_error: 0.1697, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2913, root_relative_squared_error: 0.5826,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9672, f_measure: 0.9256, kappa: 0.7696, kb_relative_information_score: 782605.584, mean_absolute_error: 0.1182, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9254, predictive_accuracy: 0.9271, prior_entropy: 1, recall: 0.9271, relative_absolute_error: 0.2365, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2322, root_relative_squared_error: 0.4643,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8483, f_measure: 0.9104, kappa: 0.723, kb_relative_information_score: 824238, mean_absolute_error: 0.0879, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9098, predictive_accuracy: 0.9121, prior_entropy: 1, recall: 0.9121, relative_absolute_error: 0.1758, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2964, root_relative_squared_error: 0.5929,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.853, f_measure: 0.9135, kappa: 0.7326, kb_relative_information_score: 830288, mean_absolute_error: 0.0849, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.913, predictive_accuracy: 0.9151, prior_entropy: 1, recall: 0.9151, relative_absolute_error: 0.1697, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2913, root_relative_squared_error: 0.5826,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9617, f_measure: 0.9195, kappa: 0.7505, kb_relative_information_score: 771173.797, mean_absolute_error: 0.1241, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9192, predictive_accuracy: 0.9213, prior_entropy: 1, recall: 0.9213, relative_absolute_error: 0.2483, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2409, root_relative_squared_error: 0.4818,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8481, f_measure: 0.9101, kappa: 0.7221, kb_relative_information_score: 823590, mean_absolute_error: 0.0882, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9095, predictive_accuracy: 0.9118, prior_entropy: 1, recall: 0.9118, relative_absolute_error: 0.1764, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.297, root_relative_squared_error: 0.594,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9457, f_measure: 0.8957, kappa: 0.6687, kb_relative_information_score: 684943.2055, mean_absolute_error: 0.1707, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8985, predictive_accuracy: 0.9014, prior_entropy: 1, recall: 0.9014, relative_absolute_error: 0.3413, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2774, root_relative_squared_error: 0.5548,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9458, f_measure: 0.896, kappa: 0.6699, kb_relative_information_score: 684921.1693, mean_absolute_error: 0.1707, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8988, predictive_accuracy: 0.9017, prior_entropy: 1, recall: 0.9017, relative_absolute_error: 0.3415, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2772, root_relative_squared_error: 0.5544,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9471, f_measure: 0.9128, kappa: 0.7301, kb_relative_information_score: 768526.4406, mean_absolute_error: 0.124, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9123, predictive_accuracy: 0.9147, prior_entropy: 1, recall: 0.9147, relative_absolute_error: 0.248, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2563, root_relative_squared_error: 0.5126,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.961, f_measure: 0.9191, kappa: 0.7492, kb_relative_information_score: 770318.9021, mean_absolute_error: 0.1246, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9188, predictive_accuracy: 0.9209, prior_entropy: 1, recall: 0.9209, relative_absolute_error: 0.2491, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2416, root_relative_squared_error: 0.4832,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9599, f_measure: 0.9184, kappa: 0.7469, kb_relative_information_score: 769852.2211, mean_absolute_error: 0.1246, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9181, predictive_accuracy: 0.9202, prior_entropy: 1, ram_hours: 0.0003, recall: 0.9202, relative_absolute_error: 0.2493, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.243, root_relative_squared_error: 0.486, run_cpu_time: 93.93,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0715, kb_relative_information_score: -583792, mean_absolute_error: 0.7919, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.0432, predictive_accuracy: 0.2078, prior_entropy: 1, ram_hours: 0.0024, recall: 0.2078, relative_absolute_error: 1.5838, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.8897, root_relative_squared_error: 1.7795, run_cpu_time: 74.69,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7342, f_measure: 0.8335, kappa: 0.4856, kb_relative_information_score: 673250, mean_absolute_error: 0.1634, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8313, predictive_accuracy: 0.8366, prior_entropy: 1, ram_hours: 0, 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: 0.8084, run_cpu_time: 5.824,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4991, f_measure: 0.7003, kappa: -0, kb_relative_information_score: 387560.3176, mean_absolute_error: 0.3295, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.6276, predictive_accuracy: 0.7922, prior_entropy: 1, ram_hours: 0, recall: 0.7922, relative_absolute_error: 0.659, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4057, root_relative_squared_error: 0.8115, run_cpu_time: 7.6337,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9247, f_measure: 0.8793, kappa: 0.6412, kb_relative_information_score: 723493.1712, mean_absolute_error: 0.1422, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8828, predictive_accuracy: 0.877, prior_entropy: 1, ram_hours: 0, recall: 0.877, relative_absolute_error: 0.2844, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3074, root_relative_squared_error: 0.6148, run_cpu_time: 9.9844,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9222, f_measure: 0.8808, kappa: 0.6282, kb_relative_information_score: 685852.4264, mean_absolute_error: 0.1669, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8797, predictive_accuracy: 0.8844, prior_entropy: 1, ram_hours: 0, recall: 0.8844, relative_absolute_error: 0.3338, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2917, root_relative_squared_error: 0.5833, run_cpu_time: 7.3631,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9458, f_measure: 0.9123, kappa: 0.7292, kb_relative_information_score: 768026.8081, mean_absolute_error: 0.1241, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9118, predictive_accuracy: 0.914, prior_entropy: 1, ram_hours: 0, recall: 0.914, relative_absolute_error: 0.2482, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2572, root_relative_squared_error: 0.5144, run_cpu_time: 27.6058,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9598, f_measure: 0.9183, kappa: 0.7468, kb_relative_information_score: 769601.7891, mean_absolute_error: 0.1248, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.918, predictive_accuracy: 0.9202, prior_entropy: 1, ram_hours: 0.0003, recall: 0.9202, relative_absolute_error: 0.2496, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2431, root_relative_squared_error: 0.4861, run_cpu_time: 87.3817,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5004, f_measure: 0.671, kappa: 0.0008, kb_relative_information_score: 342010, mean_absolute_error: 0.329, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.671, predictive_accuracy: 0.671, prior_entropy: 1, ram_hours: 0, recall: 0.671, relative_absolute_error: 0.658, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5736, root_relative_squared_error: 1.1472, run_cpu_time: 5.8065,

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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