OpenML
Supervised Data Stream Classification on BNG(ionosphere)

Supervised Data Stream Classification on BNG(ionosphere)

Task 185 Supervised Data Stream Classification BNG(ionosphere) 209 runs submitted
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  • binstreams ecmlpkdd2015 streamensembles streams streams-full study_11
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9421, f_measure: 0.9461, kappa: 0.883, kb_relative_information_score: 892176, mean_absolute_error: 0.0539, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9462, predictive_accuracy: 0.9461, prior_entropy: 1, recall: 0.9461, relative_absolute_error: 0.1078, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2322, root_relative_squared_error: 0.4644,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.936, f_measure: 0.9411, kappa: 0.872, kb_relative_information_score: 882232, mean_absolute_error: 0.0589, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9411, predictive_accuracy: 0.9411, prior_entropy: 1, recall: 0.9411, relative_absolute_error: 0.1178, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2427, root_relative_squared_error: 0.4853,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8769, f_measure: 0.8888, kappa: 0.7578, kb_relative_information_score: 778220, mean_absolute_error: 0.1109, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8887, predictive_accuracy: 0.8891, prior_entropy: 1, recall: 0.8891, relative_absolute_error: 0.2218, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.333, root_relative_squared_error: 0.666,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8257, f_measure: 0.8173, kappa: 0.617, kb_relative_information_score: 627862, mean_absolute_error: 0.1861, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.834, predictive_accuracy: 0.8139, prior_entropy: 1, recall: 0.8139, relative_absolute_error: 0.3721, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4314, root_relative_squared_error: 0.8627,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9425, f_measure: 0.9463, kappa: 0.8834, kb_relative_information_score: 892434, mean_absolute_error: 0.0538, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9463, predictive_accuracy: 0.9462, prior_entropy: 1, recall: 0.9462, relative_absolute_error: 0.1076, 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: 0.9425, f_measure: 0.9463, kappa: 0.8834, kb_relative_information_score: 892518, mean_absolute_error: 0.0537, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9464, predictive_accuracy: 0.9463, prior_entropy: 1, recall: 0.9463, relative_absolute_error: 0.1075, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2318, root_relative_squared_error: 0.4636,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9425, f_measure: 0.9463, kappa: 0.8834, kb_relative_information_score: 892510, mean_absolute_error: 0.0537, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9464, predictive_accuracy: 0.9463, prior_entropy: 1, recall: 0.9463, relative_absolute_error: 0.1075, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2318, root_relative_squared_error: 0.4637,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9425, f_measure: 0.9463, kappa: 0.8834, kb_relative_information_score: 892506, mean_absolute_error: 0.0537, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9464, predictive_accuracy: 0.9463, prior_entropy: 1, recall: 0.9463, relative_absolute_error: 0.1075, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2318, root_relative_squared_error: 0.4637,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9425, f_measure: 0.9463, kappa: 0.8834, kb_relative_information_score: 892434, mean_absolute_error: 0.0538, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9463, predictive_accuracy: 0.9462, prior_entropy: 1, recall: 0.9462, relative_absolute_error: 0.1076, 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: 0.9425, f_measure: 0.9463, kappa: 0.8834, kb_relative_information_score: 892498, mean_absolute_error: 0.0538, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9464, predictive_accuracy: 0.9462, prior_entropy: 1, recall: 0.9462, relative_absolute_error: 0.1075, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2318, root_relative_squared_error: 0.4637,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9425, f_measure: 0.9463, kappa: 0.8834, kb_relative_information_score: 892490, mean_absolute_error: 0.0538, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9464, predictive_accuracy: 0.9462, prior_entropy: 1, recall: 0.9462, relative_absolute_error: 0.1075, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2319, root_relative_squared_error: 0.4637,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9422, f_measure: 0.9462, kappa: 0.8831, kb_relative_information_score: 892280, mean_absolute_error: 0.0539, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9462, predictive_accuracy: 0.9461, prior_entropy: 1, recall: 0.9461, relative_absolute_error: 0.1077, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2321, root_relative_squared_error: 0.4642,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9415, f_measure: 0.9455, kappa: 0.8816, kb_relative_information_score: 890860, mean_absolute_error: 0.0546, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9455, predictive_accuracy: 0.9454, prior_entropy: 1, recall: 0.9454, relative_absolute_error: 0.1091, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2336, root_relative_squared_error: 0.4672,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9104, f_measure: 0.9199, kappa: 0.8254, kb_relative_information_score: 840248, mean_absolute_error: 0.0799, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9198, predictive_accuracy: 0.9201, prior_entropy: 1, recall: 0.9201, relative_absolute_error: 0.1598, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2826, root_relative_squared_error: 0.5652,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9403, f_measure: 0.9459, kappa: 0.8823, kb_relative_information_score: 891896, mean_absolute_error: 0.0541, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9459, predictive_accuracy: 0.9459, prior_entropy: 1, recall: 0.9459, relative_absolute_error: 0.1081, 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: 0.9403, f_measure: 0.9459, kappa: 0.8823, kb_relative_information_score: 891902, mean_absolute_error: 0.054, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9459, predictive_accuracy: 0.946, prior_entropy: 1, recall: 0.946, relative_absolute_error: 0.1081, 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: 0.8612, f_measure: 0.8886, kappa: 0.7541, kb_relative_information_score: 783184, mean_absolute_error: 0.1084, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8955, predictive_accuracy: 0.8916, prior_entropy: 1, recall: 0.8916, relative_absolute_error: 0.2168, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3293, root_relative_squared_error: 0.6585,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8118, f_measure: 0.8513, kappa: 0.6703, kb_relative_information_score: 717628, mean_absolute_error: 0.1412, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8716, predictive_accuracy: 0.8588, prior_entropy: 1, recall: 0.8588, relative_absolute_error: 0.2824, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3757, root_relative_squared_error: 0.7515,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9403, f_measure: 0.9457, kappa: 0.882, kb_relative_information_score: 891520, mean_absolute_error: 0.0542, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9457, predictive_accuracy: 0.9458, prior_entropy: 1, recall: 0.9458, relative_absolute_error: 0.1085, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2329, root_relative_squared_error: 0.4658,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8258, f_measure: 0.8628, kappa: 0.696, kb_relative_information_score: 738038, mean_absolute_error: 0.131, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8799, predictive_accuracy: 0.869, prior_entropy: 1, recall: 0.869, relative_absolute_error: 0.262, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3619, root_relative_squared_error: 0.7238,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9142, f_measure: 0.9242, kappa: 0.8347, kb_relative_information_score: 848990, mean_absolute_error: 0.0755, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9242, predictive_accuracy: 0.9245, prior_entropy: 1, recall: 0.9245, relative_absolute_error: 0.151, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2748, root_relative_squared_error: 0.5496,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9283, f_measure: 0.9338, kappa: 0.8561, kb_relative_information_score: 867494, mean_absolute_error: 0.0663, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9338, predictive_accuracy: 0.9337, prior_entropy: 1, recall: 0.9337, relative_absolute_error: 0.1325, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2574, root_relative_squared_error: 0.5148,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9245, f_measure: 0.931, kappa: 0.8499, kb_relative_information_score: 861992, mean_absolute_error: 0.069, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9309, predictive_accuracy: 0.931, prior_entropy: 1, recall: 0.931, relative_absolute_error: 0.138, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2627, root_relative_squared_error: 0.5254,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7708, f_measure: 0.8126, kappa: 0.5845, kb_relative_information_score: 645630, mean_absolute_error: 0.1772, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8318, predictive_accuracy: 0.8228, prior_entropy: 1, recall: 0.8228, relative_absolute_error: 0.3544, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4209, root_relative_squared_error: 0.8419,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7708, f_measure: 0.8126, kappa: 0.5845, kb_relative_information_score: 645630, mean_absolute_error: 0.1772, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8318, predictive_accuracy: 0.8228, prior_entropy: 1, recall: 0.8228, relative_absolute_error: 0.3544, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4209, root_relative_squared_error: 0.8419,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.914, f_measure: 0.9214, kappa: 0.8291, kb_relative_information_score: 842884, mean_absolute_error: 0.0786, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9213, predictive_accuracy: 0.9214, prior_entropy: 1, recall: 0.9214, relative_absolute_error: 0.1571, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2803, root_relative_squared_error: 0.5606,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8715, f_measure: 0.8903, kappa: 0.7593, kb_relative_information_score: 783214, mean_absolute_error: 0.1084, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8914, predictive_accuracy: 0.8916, prior_entropy: 1, recall: 0.8916, relative_absolute_error: 0.2168, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3292, root_relative_squared_error: 0.6585,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8145, f_measure: 0.7987, kappa: 0.5849, kb_relative_information_score: 589112, mean_absolute_error: 0.2054, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8267, predictive_accuracy: 0.7946, prior_entropy: 1, recall: 0.7946, relative_absolute_error: 0.4109, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4533, root_relative_squared_error: 0.9065,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8145, f_measure: 0.7987, kappa: 0.5849, kb_relative_information_score: 589110, mean_absolute_error: 0.2054, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8267, predictive_accuracy: 0.7946, prior_entropy: 1, recall: 0.7946, relative_absolute_error: 0.4109, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4533, root_relative_squared_error: 0.9065,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8842, f_measure: 0.8918, kappa: 0.7654, kb_relative_information_score: 783162, mean_absolute_error: 0.1084, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8921, predictive_accuracy: 0.8916, prior_entropy: 1, recall: 0.8916, relative_absolute_error: 0.2168, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3293, root_relative_squared_error: 0.6585,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9413, f_measure: 0.9452, kappa: 0.8811, kb_relative_information_score: 890366, mean_absolute_error: 0.0548, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9453, predictive_accuracy: 0.9452, prior_entropy: 1, recall: 0.9452, relative_absolute_error: 0.1096, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2341, root_relative_squared_error: 0.4683,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9425, f_measure: 0.9461, kappa: 0.8831, kb_relative_information_score: 892110, mean_absolute_error: 0.0539, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9462, predictive_accuracy: 0.9461, prior_entropy: 1, recall: 0.9461, relative_absolute_error: 0.1079, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2323, root_relative_squared_error: 0.4645,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8582, f_measure: 0.8679, kappa: 0.7135, kb_relative_information_score: 735214, mean_absolute_error: 0.1324, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8682, predictive_accuracy: 0.8676, prior_entropy: 1, recall: 0.8676, relative_absolute_error: 0.2648, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3639, root_relative_squared_error: 0.7277,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.942, f_measure: 0.9468, kappa: 0.8844, kb_relative_information_score: 893638, mean_absolute_error: 0.0532, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9468, predictive_accuracy: 0.9468, prior_entropy: 1, recall: 0.9468, relative_absolute_error: 0.1064, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2306, root_relative_squared_error: 0.4612,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9412, f_measure: 0.9467, kappa: 0.8841, kb_relative_information_score: 893506, mean_absolute_error: 0.0532, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9467, predictive_accuracy: 0.9468, prior_entropy: 1, recall: 0.9468, relative_absolute_error: 0.1065, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2308, root_relative_squared_error: 0.4615,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9412, f_measure: 0.9467, kappa: 0.8841, kb_relative_information_score: 893506, mean_absolute_error: 0.0532, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9467, predictive_accuracy: 0.9468, prior_entropy: 1, recall: 0.9468, relative_absolute_error: 0.1065, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2308, root_relative_squared_error: 0.4615,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9412, f_measure: 0.9467, kappa: 0.8841, kb_relative_information_score: 893506, mean_absolute_error: 0.0532, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9467, predictive_accuracy: 0.9468, prior_entropy: 1, recall: 0.9468, relative_absolute_error: 0.1065, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2308, root_relative_squared_error: 0.4615,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9412, f_measure: 0.9467, kappa: 0.8841, kb_relative_information_score: 893514, mean_absolute_error: 0.0532, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9467, predictive_accuracy: 0.9468, prior_entropy: 1, recall: 0.9468, relative_absolute_error: 0.1065, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2307, root_relative_squared_error: 0.4615,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9403, f_measure: 0.9459, kappa: 0.8824, kb_relative_information_score: 891938, mean_absolute_error: 0.054, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9459, predictive_accuracy: 0.946, prior_entropy: 1, recall: 0.946, relative_absolute_error: 0.1081, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2324, root_relative_squared_error: 0.4649,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9425, f_measure: 0.9463, kappa: 0.8834, kb_relative_information_score: 892486, mean_absolute_error: 0.0538, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9464, predictive_accuracy: 0.9462, prior_entropy: 1, recall: 0.9462, relative_absolute_error: 0.1075, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2319, root_relative_squared_error: 0.4637,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.963, f_measure: 0.9463, kappa: 0.8834, kb_relative_information_score: 841881.8885, mean_absolute_error: 0.0794, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9464, predictive_accuracy: 0.9462, prior_entropy: 1, recall: 0.9462, relative_absolute_error: 0.1587, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2314, root_relative_squared_error: 0.4628,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9704, f_measure: 0.9363, kappa: 0.8614, kb_relative_information_score: 828222.5943, mean_absolute_error: 0.0892, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9363, predictive_accuracy: 0.9364, prior_entropy: 1, recall: 0.9364, relative_absolute_error: 0.1783, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2276, root_relative_squared_error: 0.4552,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9721, f_measure: 0.9418, kappa: 0.8734, kb_relative_information_score: 811876.7523, mean_absolute_error: 0.0982, 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: 0.1963, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2327, root_relative_squared_error: 0.4653,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9744, f_measure: 0.9328, kappa: 0.8531, kb_relative_information_score: 787044.7825, mean_absolute_error: 0.1126, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9332, predictive_accuracy: 0.9332, prior_entropy: 1, recall: 0.9332, relative_absolute_error: 0.2252, 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: 0.9729, f_measure: 0.9232, kappa: 0.832, kb_relative_information_score: 798667.9804, mean_absolute_error: 0.1056, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9238, predictive_accuracy: 0.9239, prior_entropy: 1, recall: 0.9239, relative_absolute_error: 0.2112, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2372, root_relative_squared_error: 0.4744,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9731, f_measure: 0.9201, kappa: 0.825, kb_relative_information_score: 767361.1298, mean_absolute_error: 0.1251, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9208, predictive_accuracy: 0.9208, prior_entropy: 1, recall: 0.9208, relative_absolute_error: 0.2502, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2428, root_relative_squared_error: 0.4857,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.969, f_measure: 0.92, kappa: 0.8248, kb_relative_information_score: 762935.2734, mean_absolute_error: 0.1274, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9207, predictive_accuracy: 0.9207, prior_entropy: 1, recall: 0.9207, relative_absolute_error: 0.2549, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2453, root_relative_squared_error: 0.4906,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9719, f_measure: 0.9296, kappa: 0.8465, kb_relative_information_score: 784539.5006, mean_absolute_error: 0.1138, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9295, predictive_accuracy: 0.9298, prior_entropy: 1, recall: 0.9298, relative_absolute_error: 0.2276, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2406, root_relative_squared_error: 0.4813,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9403, f_measure: 0.9457, kappa: 0.882, kb_relative_information_score: 891534, mean_absolute_error: 0.0542, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9457, predictive_accuracy: 0.9458, prior_entropy: 1, recall: 0.9458, relative_absolute_error: 0.1085, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2329, root_relative_squared_error: 0.4658,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9403, f_measure: 0.9457, kappa: 0.882, kb_relative_information_score: 891540, mean_absolute_error: 0.0542, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9457, predictive_accuracy: 0.9458, prior_entropy: 1, recall: 0.9458, relative_absolute_error: 0.1085, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2329, root_relative_squared_error: 0.4657,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9403, f_measure: 0.9457, kappa: 0.882, kb_relative_information_score: 891540, mean_absolute_error: 0.0542, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9457, predictive_accuracy: 0.9458, prior_entropy: 1, recall: 0.9458, relative_absolute_error: 0.1085, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2329, root_relative_squared_error: 0.4657,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9403, f_measure: 0.9457, kappa: 0.882, kb_relative_information_score: 891540, mean_absolute_error: 0.0542, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9457, predictive_accuracy: 0.9458, prior_entropy: 1, recall: 0.9458, relative_absolute_error: 0.1085, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2329, root_relative_squared_error: 0.4657,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9804, f_measure: 0.9457, kappa: 0.882, kb_relative_information_score: 855962.215, mean_absolute_error: 0.0774, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9457, predictive_accuracy: 0.9458, prior_entropy: 1, recall: 0.9458, relative_absolute_error: 0.1548, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.211, root_relative_squared_error: 0.4219,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9589, f_measure: 0.913, kappa: 0.809, kb_relative_information_score: 755396.2233, mean_absolute_error: 0.13, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9147, predictive_accuracy: 0.9141, prior_entropy: 1, recall: 0.9141, relative_absolute_error: 0.2601, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2585, root_relative_squared_error: 0.517,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9424, f_measure: 0.9388, kappa: 0.8685, kb_relative_information_score: 876652, mean_absolute_error: 0.0617, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9412, predictive_accuracy: 0.9383, prior_entropy: 1, recall: 0.9383, relative_absolute_error: 0.1233, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2483, root_relative_squared_error: 0.4967,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9695, f_measure: 0.9435, kappa: 0.8782, kb_relative_information_score: 874231.864, mean_absolute_error: 0.0646, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9448, predictive_accuracy: 0.9432, prior_entropy: 1, recall: 0.9432, relative_absolute_error: 0.1291, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2192, root_relative_squared_error: 0.4383,

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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