OpenML
Supervised Data Stream Classification on BNG(labor)

Supervised Data Stream Classification on BNG(labor)

Task 2129 Supervised Data Stream Classification BNG(labor) 310 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: 0.9209, f_measure: 0.9321, kappa: 0.8505, kb_relative_information_score: 864842, mean_absolute_error: 0.0676, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9322, predictive_accuracy: 0.9324, prior_entropy: 1, recall: 0.9324, relative_absolute_error: 0.1352, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.26, root_relative_squared_error: 0.5199,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8964, f_measure: 0.9102, kappa: 0.8022, kb_relative_information_score: 821440, mean_absolute_error: 0.0893, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9103, predictive_accuracy: 0.9107, prior_entropy: 1, recall: 0.9107, relative_absolute_error: 0.1786, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2988, root_relative_squared_error: 0.5976,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8782, f_measure: 0.8929, kappa: 0.7644, kb_relative_information_score: 787090, mean_absolute_error: 0.1065, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8929, predictive_accuracy: 0.8935, prior_entropy: 1, recall: 0.8935, relative_absolute_error: 0.2129, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3263, root_relative_squared_error: 0.6525,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9351, f_measure: 0.9428, kappa: 0.8744, kb_relative_information_score: 885802, mean_absolute_error: 0.0571, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9427, predictive_accuracy: 0.9429, prior_entropy: 1, recall: 0.9429, relative_absolute_error: 0.1142, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.239, root_relative_squared_error: 0.4779,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9351, f_measure: 0.9428, kappa: 0.8744, kb_relative_information_score: 885844, mean_absolute_error: 0.0571, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9428, predictive_accuracy: 0.9429, prior_entropy: 1, recall: 0.9429, relative_absolute_error: 0.1142, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2389, root_relative_squared_error: 0.4778,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9352, f_measure: 0.9428, kappa: 0.8745, kb_relative_information_score: 885906, mean_absolute_error: 0.057, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9428, predictive_accuracy: 0.943, prior_entropy: 1, recall: 0.943, relative_absolute_error: 0.1141, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2388, root_relative_squared_error: 0.4777,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9352, f_measure: 0.9428, kappa: 0.8745, kb_relative_information_score: 885880, mean_absolute_error: 0.0571, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9428, predictive_accuracy: 0.9429, prior_entropy: 1, recall: 0.9429, relative_absolute_error: 0.1141, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2389, root_relative_squared_error: 0.4777,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9353, f_measure: 0.9429, kappa: 0.8747, kb_relative_information_score: 886090, mean_absolute_error: 0.057, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9429, predictive_accuracy: 0.943, prior_entropy: 1, recall: 0.943, relative_absolute_error: 0.1139, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2387, root_relative_squared_error: 0.4773,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9354, f_measure: 0.9429, kappa: 0.8748, kb_relative_information_score: 886118, mean_absolute_error: 0.0569, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9429, predictive_accuracy: 0.9431, prior_entropy: 1, recall: 0.9431, relative_absolute_error: 0.1139, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2386, root_relative_squared_error: 0.4772,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9354, f_measure: 0.9429, kappa: 0.8748, kb_relative_information_score: 886132, mean_absolute_error: 0.0569, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9429, predictive_accuracy: 0.9431, prior_entropy: 1, recall: 0.9431, relative_absolute_error: 0.1139, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2386, root_relative_squared_error: 0.4772,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9353, f_measure: 0.9429, kappa: 0.8748, kb_relative_information_score: 886136, mean_absolute_error: 0.0569, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9429, predictive_accuracy: 0.9431, prior_entropy: 1, recall: 0.9431, relative_absolute_error: 0.1139, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2386, root_relative_squared_error: 0.4772,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.929, f_measure: 0.9383, kappa: 0.8644, kb_relative_information_score: 877082, mean_absolute_error: 0.0615, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9383, predictive_accuracy: 0.9385, prior_entropy: 1, recall: 0.9385, relative_absolute_error: 0.1229, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2479, root_relative_squared_error: 0.4958,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9134, f_measure: 0.926, kappa: 0.837, kb_relative_information_score: 852950, mean_absolute_error: 0.0735, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9262, predictive_accuracy: 0.9265, prior_entropy: 1, recall: 0.9265, relative_absolute_error: 0.1471, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2712, root_relative_squared_error: 0.5423,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9331, f_measure: 0.9414, kappa: 0.8714, kb_relative_information_score: 883192, mean_absolute_error: 0.0584, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9414, predictive_accuracy: 0.9416, prior_entropy: 1, recall: 0.9416, relative_absolute_error: 0.1168, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2417, root_relative_squared_error: 0.4833,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9331, f_measure: 0.9414, kappa: 0.8714, kb_relative_information_score: 883196, mean_absolute_error: 0.0584, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9414, predictive_accuracy: 0.9416, prior_entropy: 1, recall: 0.9416, relative_absolute_error: 0.1168, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2417, root_relative_squared_error: 0.4833,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8944, f_measure: 0.9058, kappa: 0.7932, kb_relative_information_score: 812178, mean_absolute_error: 0.0939, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9057, predictive_accuracy: 0.9061, prior_entropy: 1, recall: 0.9061, relative_absolute_error: 0.1878, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3064, root_relative_squared_error: 0.6129,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9011, f_measure: 0.9208, kappa: 0.8246, kb_relative_information_score: 844116, mean_absolute_error: 0.0779, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9233, predictive_accuracy: 0.9221, prior_entropy: 1, recall: 0.9221, relative_absolute_error: 0.1559, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2792, root_relative_squared_error: 0.5584,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9332, f_measure: 0.9413, kappa: 0.8711, kb_relative_information_score: 882918, mean_absolute_error: 0.0585, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9413, predictive_accuracy: 0.9415, prior_entropy: 1, recall: 0.9415, relative_absolute_error: 0.1171, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.242, root_relative_squared_error: 0.4839,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9066, f_measure: 0.924, kappa: 0.8319, kb_relative_information_score: 849850, mean_absolute_error: 0.0751, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9255, predictive_accuracy: 0.9249, prior_entropy: 1, recall: 0.9249, relative_absolute_error: 0.1502, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.274, root_relative_squared_error: 0.548,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9245, f_measure: 0.9352, kappa: 0.8575, kb_relative_information_score: 871112, mean_absolute_error: 0.0644, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9354, predictive_accuracy: 0.9356, prior_entropy: 1, recall: 0.9356, relative_absolute_error: 0.1289, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2539, root_relative_squared_error: 0.5077,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9293, f_measure: 0.9374, kappa: 0.8626, kb_relative_information_score: 875038, mean_absolute_error: 0.0625, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9373, predictive_accuracy: 0.9375, prior_entropy: 1, recall: 0.9375, relative_absolute_error: 0.125, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.25, root_relative_squared_error: 0.4999,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9304, f_measure: 0.9392, kappa: 0.8665, kb_relative_information_score: 878784, mean_absolute_error: 0.0606, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9392, predictive_accuracy: 0.9394, prior_entropy: 1, recall: 0.9394, relative_absolute_error: 0.1212, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2462, root_relative_squared_error: 0.4924,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8967, f_measure: 0.9054, kappa: 0.7929, kb_relative_information_score: 810736, mean_absolute_error: 0.0946, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9054, predictive_accuracy: 0.9054, prior_entropy: 1, recall: 0.9054, relative_absolute_error: 0.1893, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3076, root_relative_squared_error: 0.6152,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8967, f_measure: 0.9054, kappa: 0.7929, kb_relative_information_score: 810736, mean_absolute_error: 0.0946, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9054, predictive_accuracy: 0.9054, prior_entropy: 1, recall: 0.9054, relative_absolute_error: 0.1893, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3076, root_relative_squared_error: 0.6152,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9267, f_measure: 0.9348, kappa: 0.857, kb_relative_information_score: 869928, mean_absolute_error: 0.065, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9348, predictive_accuracy: 0.935, prior_entropy: 1, recall: 0.935, relative_absolute_error: 0.1301, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.255, root_relative_squared_error: 0.51,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8967, f_measure: 0.9054, kappa: 0.7929, kb_relative_information_score: 810736, mean_absolute_error: 0.0946, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9054, predictive_accuracy: 0.9054, prior_entropy: 1, recall: 0.9054, relative_absolute_error: 0.1893, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3076, root_relative_squared_error: 0.6152,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8967, f_measure: 0.9054, kappa: 0.7929, kb_relative_information_score: 810736, mean_absolute_error: 0.0946, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9054, predictive_accuracy: 0.9054, prior_entropy: 1, recall: 0.9054, relative_absolute_error: 0.1893, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3076, root_relative_squared_error: 0.6152,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8967, f_measure: 0.9054, kappa: 0.7929, kb_relative_information_score: 810736, mean_absolute_error: 0.0946, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9054, predictive_accuracy: 0.9054, prior_entropy: 1, recall: 0.9054, relative_absolute_error: 0.1893, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3076, root_relative_squared_error: 0.6152,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9033, f_measure: 0.9155, kappa: 0.8143, kb_relative_information_score: 831942, mean_absolute_error: 0.084, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9156, predictive_accuracy: 0.916, prior_entropy: 1, recall: 0.916, relative_absolute_error: 0.1681, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2899, root_relative_squared_error: 0.5798,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9338, f_measure: 0.9414, kappa: 0.8715, kb_relative_information_score: 883114, mean_absolute_error: 0.0584, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9414, predictive_accuracy: 0.9416, prior_entropy: 1, recall: 0.9416, relative_absolute_error: 0.1169, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2418, root_relative_squared_error: 0.4835,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9355, f_measure: 0.9429, kappa: 0.8747, kb_relative_information_score: 885956, mean_absolute_error: 0.057, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9428, predictive_accuracy: 0.943, prior_entropy: 1, recall: 0.943, relative_absolute_error: 0.114, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2388, root_relative_squared_error: 0.4776,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8966, f_measure: 0.9054, kappa: 0.7929, kb_relative_information_score: 810690, mean_absolute_error: 0.0947, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9054, predictive_accuracy: 0.9053, prior_entropy: 1, recall: 0.9053, relative_absolute_error: 0.1893, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3077, root_relative_squared_error: 0.6153,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9338, f_measure: 0.9418, kappa: 0.8722, kb_relative_information_score: 883896, mean_absolute_error: 0.0581, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9418, predictive_accuracy: 0.9419, prior_entropy: 1, recall: 0.9419, relative_absolute_error: 0.1161, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2409, root_relative_squared_error: 0.4819,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9333, f_measure: 0.9415, kappa: 0.8715, kb_relative_information_score: 883240, mean_absolute_error: 0.0584, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9414, predictive_accuracy: 0.9416, prior_entropy: 1, recall: 0.9416, relative_absolute_error: 0.1168, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2416, root_relative_squared_error: 0.4832,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9333, f_measure: 0.9415, kappa: 0.8716, kb_relative_information_score: 883370, mean_absolute_error: 0.0583, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9415, predictive_accuracy: 0.9417, prior_entropy: 1, recall: 0.9417, relative_absolute_error: 0.1166, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2415, root_relative_squared_error: 0.483,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9333, f_measure: 0.9415, kappa: 0.8716, kb_relative_information_score: 883370, mean_absolute_error: 0.0583, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9415, predictive_accuracy: 0.9417, prior_entropy: 1, recall: 0.9417, relative_absolute_error: 0.1166, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2415, root_relative_squared_error: 0.483,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9338, f_measure: 0.9418, kappa: 0.8723, kb_relative_information_score: 883936, mean_absolute_error: 0.058, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9418, predictive_accuracy: 0.942, prior_entropy: 1, recall: 0.942, relative_absolute_error: 0.1161, 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: 0.9331, f_measure: 0.9414, kappa: 0.8714, kb_relative_information_score: 883218, mean_absolute_error: 0.0584, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9414, predictive_accuracy: 0.9416, prior_entropy: 1, recall: 0.9416, relative_absolute_error: 0.1168, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2416, root_relative_squared_error: 0.4833,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9354, f_measure: 0.9429, kappa: 0.8748, kb_relative_information_score: 886128, mean_absolute_error: 0.0569, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9429, predictive_accuracy: 0.9431, prior_entropy: 1, recall: 0.9431, relative_absolute_error: 0.1139, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2386, root_relative_squared_error: 0.4772,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9528, f_measure: 0.9429, kappa: 0.8748, kb_relative_information_score: 864819.3719, mean_absolute_error: 0.0676, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9429, predictive_accuracy: 0.9431, prior_entropy: 1, recall: 0.9431, relative_absolute_error: 0.1353, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2268, root_relative_squared_error: 0.4537,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9602, f_measure: 0.9384, kappa: 0.8642, kb_relative_information_score: 857636.1909, mean_absolute_error: 0.0726, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9391, predictive_accuracy: 0.9389, prior_entropy: 1, recall: 0.9389, relative_absolute_error: 0.1453, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.223, root_relative_squared_error: 0.446,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9668, f_measure: 0.9378, kappa: 0.8627, kb_relative_information_score: 846294.6291, mean_absolute_error: 0.0798, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9385, predictive_accuracy: 0.9383, prior_entropy: 1, recall: 0.9383, relative_absolute_error: 0.1595, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2216, root_relative_squared_error: 0.4431,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9643, f_measure: 0.9419, kappa: 0.872, kb_relative_information_score: 852824.863, mean_absolute_error: 0.0757, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9422, predictive_accuracy: 0.9423, prior_entropy: 1, recall: 0.9423, relative_absolute_error: 0.1513, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2212, root_relative_squared_error: 0.4425,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9673, f_measure: 0.9288, kappa: 0.8422, kb_relative_information_score: 787278.9025, mean_absolute_error: 0.1157, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9321, predictive_accuracy: 0.93, prior_entropy: 1, recall: 0.93, relative_absolute_error: 0.2314, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.237, root_relative_squared_error: 0.4739,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9674, f_measure: 0.9382, kappa: 0.8638, kb_relative_information_score: 832724.9663, mean_absolute_error: 0.0876, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9391, predictive_accuracy: 0.9388, prior_entropy: 1, recall: 0.9388, relative_absolute_error: 0.1752, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2263, root_relative_squared_error: 0.4526,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9662, f_measure: 0.9288, kappa: 0.8422, kb_relative_information_score: 769020.3666, mean_absolute_error: 0.126, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9321, predictive_accuracy: 0.93, prior_entropy: 1, recall: 0.93, relative_absolute_error: 0.2521, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2445, root_relative_squared_error: 0.489,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9662, f_measure: 0.9377, kappa: 0.8629, kb_relative_information_score: 831589.5744, mean_absolute_error: 0.0882, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9381, predictive_accuracy: 0.9382, prior_entropy: 1, recall: 0.9382, relative_absolute_error: 0.1764, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.227, root_relative_squared_error: 0.4541,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9657, f_measure: 0.9378, kappa: 0.8627, kb_relative_information_score: 845877.5537, mean_absolute_error: 0.08, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9385, predictive_accuracy: 0.9383, prior_entropy: 1, recall: 0.9383, relative_absolute_error: 0.1599, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2219, root_relative_squared_error: 0.4438,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9636, f_measure: 0.9397, kappa: 0.8676, kb_relative_information_score: 852498.985, mean_absolute_error: 0.0758, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9397, predictive_accuracy: 0.9398, prior_entropy: 1, recall: 0.9398, relative_absolute_error: 0.1516, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2215, root_relative_squared_error: 0.443,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9521, f_measure: 0.9383, kappa: 0.8654, kb_relative_information_score: 864486, mean_absolute_error: 0.0678, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9388, predictive_accuracy: 0.938, prior_entropy: 1, recall: 0.938, relative_absolute_error: 0.1355, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2271, root_relative_squared_error: 0.4542,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9331, f_measure: 0.9414, kappa: 0.8714, kb_relative_information_score: 883216, mean_absolute_error: 0.0584, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9414, predictive_accuracy: 0.9416, prior_entropy: 1, recall: 0.9416, relative_absolute_error: 0.1168, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2416, root_relative_squared_error: 0.4833,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9332, f_measure: 0.9413, kappa: 0.8711, kb_relative_information_score: 882914, mean_absolute_error: 0.0585, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9413, predictive_accuracy: 0.9415, prior_entropy: 1, recall: 0.9415, relative_absolute_error: 0.1171, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.242, root_relative_squared_error: 0.4839,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9332, f_measure: 0.9413, kappa: 0.8711, kb_relative_information_score: 882902, mean_absolute_error: 0.0585, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9413, predictive_accuracy: 0.9415, prior_entropy: 1, recall: 0.9415, relative_absolute_error: 0.1171, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.242, root_relative_squared_error: 0.4839,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9332, f_measure: 0.9413, kappa: 0.8711, kb_relative_information_score: 882902, mean_absolute_error: 0.0585, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9413, predictive_accuracy: 0.9415, prior_entropy: 1, recall: 0.9415, relative_absolute_error: 0.1171, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.242, root_relative_squared_error: 0.4839,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9332, f_measure: 0.9413, kappa: 0.8711, kb_relative_information_score: 882900, mean_absolute_error: 0.0586, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9413, predictive_accuracy: 0.9415, prior_entropy: 1, recall: 0.9415, relative_absolute_error: 0.1171, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.242, root_relative_squared_error: 0.4839,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9621, f_measure: 0.9318, kappa: 0.8489, kb_relative_information_score: 756632.1127, mean_absolute_error: 0.1335, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9344, predictive_accuracy: 0.9328, prior_entropy: 1, recall: 0.9328, relative_absolute_error: 0.2671, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2493, root_relative_squared_error: 0.4985,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9632, f_measure: 0.941, kappa: 0.87, kb_relative_information_score: 847782.3999, mean_absolute_error: 0.0784, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9415, predictive_accuracy: 0.9414, prior_entropy: 1, recall: 0.9414, relative_absolute_error: 0.1568, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2242, root_relative_squared_error: 0.4484,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9631, f_measure: 0.9318, kappa: 0.8489, kb_relative_information_score: 782055.6145, mean_absolute_error: 0.1194, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9344, predictive_accuracy: 0.9328, prior_entropy: 1, recall: 0.9328, relative_absolute_error: 0.2388, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2381, root_relative_squared_error: 0.4762,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9593, f_measure: 0.9381, kappa: 0.8635, kb_relative_information_score: 857342.7133, mean_absolute_error: 0.0727, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9391, predictive_accuracy: 0.9387, prior_entropy: 1, recall: 0.9387, relative_absolute_error: 0.1455, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2232, root_relative_squared_error: 0.4464,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9522, f_measure: 0.9391, kappa: 0.8672, kb_relative_information_score: 864543, mean_absolute_error: 0.0677, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9395, predictive_accuracy: 0.9389, prior_entropy: 1, recall: 0.9389, relative_absolute_error: 0.1355, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2266, root_relative_squared_error: 0.4532,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9354, f_measure: 0.9429, kappa: 0.8748, kb_relative_information_score: 886122, mean_absolute_error: 0.0569, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9429, predictive_accuracy: 0.9431, prior_entropy: 1, recall: 0.9431, relative_absolute_error: 0.1139, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2386, root_relative_squared_error: 0.4772,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9354, f_measure: 0.9429, kappa: 0.8748, kb_relative_information_score: 886136, mean_absolute_error: 0.0569, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9429, predictive_accuracy: 0.9431, prior_entropy: 1, recall: 0.9431, relative_absolute_error: 0.1139, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2386, root_relative_squared_error: 0.4772,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9337, f_measure: 0.9417, kappa: 0.8721, kb_relative_information_score: 883770, mean_absolute_error: 0.0581, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9417, predictive_accuracy: 0.9419, prior_entropy: 1, recall: 0.9419, relative_absolute_error: 0.1162, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2411, root_relative_squared_error: 0.4821,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9582, f_measure: 0.9131, kappa: 0.8084, kb_relative_information_score: 754373.7595, mean_absolute_error: 0.1327, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9134, predictive_accuracy: 0.9137, prior_entropy: 1, recall: 0.9137, relative_absolute_error: 0.2655, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2615, root_relative_squared_error: 0.5229,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9733, f_measure: 0.9428, kappa: 0.8746, kb_relative_information_score: 844608.6855, mean_absolute_error: 0.0838, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9428, predictive_accuracy: 0.943, prior_entropy: 1, recall: 0.943, relative_absolute_error: 0.1675, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2164, root_relative_squared_error: 0.4329,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9332, f_measure: 0.9413, kappa: 0.8711, kb_relative_information_score: 882908, mean_absolute_error: 0.0585, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9413, predictive_accuracy: 0.9415, prior_entropy: 1, recall: 0.9415, relative_absolute_error: 0.1171, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.242, root_relative_squared_error: 0.4839,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9332, f_measure: 0.9413, kappa: 0.8711, kb_relative_information_score: 882908, mean_absolute_error: 0.0585, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9413, predictive_accuracy: 0.9415, prior_entropy: 1, recall: 0.9415, relative_absolute_error: 0.1171, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.242, root_relative_squared_error: 0.4839,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9332, f_measure: 0.9413, kappa: 0.8711, kb_relative_information_score: 882906, mean_absolute_error: 0.0585, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9413, predictive_accuracy: 0.9415, prior_entropy: 1, recall: 0.9415, relative_absolute_error: 0.1171, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.242, root_relative_squared_error: 0.4839,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9744, f_measure: 0.9413, kappa: 0.8711, kb_relative_information_score: 840122.0137, mean_absolute_error: 0.0862, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9413, predictive_accuracy: 0.9415, prior_entropy: 1, recall: 0.9415, relative_absolute_error: 0.1725, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.218, root_relative_squared_error: 0.436,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9621, f_measure: 0.9318, kappa: 0.8489, kb_relative_information_score: 756632.1127, mean_absolute_error: 0.1335, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9344, predictive_accuracy: 0.9328, prior_entropy: 1, recall: 0.9328, relative_absolute_error: 0.2671, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2493, root_relative_squared_error: 0.4985,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8536, f_measure: 0.8594, kappa: 0.6952, kb_relative_information_score: 716668, mean_absolute_error: 0.1417, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8618, predictive_accuracy: 0.8583, prior_entropy: 1, recall: 0.8583, relative_absolute_error: 0.2833, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3764, root_relative_squared_error: 0.7528,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.969, f_measure: 0.944, kappa: 0.8774, kb_relative_information_score: 864538.8838, mean_absolute_error: 0.0708, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.944, predictive_accuracy: 0.944, prior_entropy: 1, recall: 0.944, relative_absolute_error: 0.1415, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2151, root_relative_squared_error: 0.4303,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9392, f_measure: 0.9439, kappa: 0.8772, kb_relative_information_score: 887626, mean_absolute_error: 0.0562, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9439, predictive_accuracy: 0.9438, prior_entropy: 1, recall: 0.9438, relative_absolute_error: 0.1124, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.237, root_relative_squared_error: 0.4741,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.1842, kb_relative_information_score: -294000, mean_absolute_error: 0.647, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.1246, predictive_accuracy: 0.353, prior_entropy: 1, recall: 0.353, relative_absolute_error: 1.294, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.8044, root_relative_squared_error: 1.6087,

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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