OpenML
Supervised Data Stream Classification on BNG(credit-a)

Supervised Data Stream Classification on BNG(credit-a)

Task 2154 Supervised Data Stream Classification BNG(credit-a) 306 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: 0.8762, f_measure: 0.8778, kappa: 0.7527, kb_relative_information_score: 755708, mean_absolute_error: 0.1221, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8778, predictive_accuracy: 0.8779, prior_entropy: 1, recall: 0.8779, relative_absolute_error: 0.2443, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3495, root_relative_squared_error: 0.699,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8656, f_measure: 0.8674, kappa: 0.7316, kb_relative_information_score: 734914, mean_absolute_error: 0.1325, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8674, predictive_accuracy: 0.8675, prior_entropy: 1, recall: 0.8675, relative_absolute_error: 0.2651, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3641, root_relative_squared_error: 0.7281,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8333, f_measure: 0.8376, kappa: 0.6706, kb_relative_information_score: 676330, mean_absolute_error: 0.1618, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8382, predictive_accuracy: 0.8382, prior_entropy: 1, recall: 0.8382, relative_absolute_error: 0.3237, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4023, root_relative_squared_error: 0.8046,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7975, f_measure: 0.8049, kappa: 0.6042, kb_relative_information_score: 614742, mean_absolute_error: 0.1926, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8106, predictive_accuracy: 0.8074, prior_entropy: 1, recall: 0.8074, relative_absolute_error: 0.3853, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4389, root_relative_squared_error: 0.8778,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8752, f_measure: 0.8768, kappa: 0.7506, kb_relative_information_score: 753544, mean_absolute_error: 0.1232, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8767, predictive_accuracy: 0.8768, prior_entropy: 1, recall: 0.8768, relative_absolute_error: 0.2465, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.351, root_relative_squared_error: 0.7021,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8754, f_measure: 0.8769, kappa: 0.7509, kb_relative_information_score: 753898, mean_absolute_error: 0.1231, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8769, predictive_accuracy: 0.8769, prior_entropy: 1, recall: 0.8769, relative_absolute_error: 0.2461, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3508, root_relative_squared_error: 0.7016,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8753, f_measure: 0.8769, kappa: 0.7508, kb_relative_information_score: 753772, mean_absolute_error: 0.1231, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8769, predictive_accuracy: 0.8769, prior_entropy: 1, recall: 0.8769, relative_absolute_error: 0.2462, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3509, root_relative_squared_error: 0.7018,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8753, f_measure: 0.8769, kappa: 0.7509, kb_relative_information_score: 753898, mean_absolute_error: 0.1231, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8769, predictive_accuracy: 0.8769, prior_entropy: 1, recall: 0.8769, relative_absolute_error: 0.2461, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3508, root_relative_squared_error: 0.7016,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.876, f_measure: 0.8776, kappa: 0.7523, kb_relative_information_score: 755324, mean_absolute_error: 0.1223, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8776, predictive_accuracy: 0.8777, prior_entropy: 1, recall: 0.8777, relative_absolute_error: 0.2447, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3498, root_relative_squared_error: 0.6995,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8761, f_measure: 0.8777, kappa: 0.7524, kb_relative_information_score: 755414, mean_absolute_error: 0.1223, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8777, predictive_accuracy: 0.8777, prior_entropy: 1, recall: 0.8777, relative_absolute_error: 0.2446, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3497, root_relative_squared_error: 0.6994,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8762, f_measure: 0.8778, kappa: 0.7527, kb_relative_information_score: 755696, mean_absolute_error: 0.1222, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8778, predictive_accuracy: 0.8778, prior_entropy: 1, recall: 0.8778, relative_absolute_error: 0.2443, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3495, root_relative_squared_error: 0.699,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8703, f_measure: 0.8718, kappa: 0.7406, kb_relative_information_score: 743596, mean_absolute_error: 0.1282, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8718, predictive_accuracy: 0.8718, prior_entropy: 1, recall: 0.8718, relative_absolute_error: 0.2564, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3581, root_relative_squared_error: 0.7161,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8544, f_measure: 0.8563, kappa: 0.7092, kb_relative_information_score: 712768, mean_absolute_error: 0.1436, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8563, predictive_accuracy: 0.8564, prior_entropy: 1, recall: 0.8564, relative_absolute_error: 0.2872, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.379, root_relative_squared_error: 0.7579,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8787, f_measure: 0.8795, kappa: 0.7563, kb_relative_information_score: 758782, mean_absolute_error: 0.1206, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8796, predictive_accuracy: 0.8794, prior_entropy: 1, recall: 0.8794, relative_absolute_error: 0.2412, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3473, root_relative_squared_error: 0.6946,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8787, f_measure: 0.8795, kappa: 0.7564, kb_relative_information_score: 758880, mean_absolute_error: 0.1206, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8797, predictive_accuracy: 0.8794, prior_entropy: 1, recall: 0.8794, relative_absolute_error: 0.2411, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3472, root_relative_squared_error: 0.6944,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.821, f_measure: 0.8282, kappa: 0.6513, kb_relative_information_score: 660330, mean_absolute_error: 0.1698, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8337, predictive_accuracy: 0.8302, prior_entropy: 1, recall: 0.8302, relative_absolute_error: 0.3397, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4121, root_relative_squared_error: 0.8242,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8579, f_measure: 0.8598, kappa: 0.7163, kb_relative_information_score: 719758, mean_absolute_error: 0.1401, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8598, predictive_accuracy: 0.8599, prior_entropy: 1, recall: 0.8599, relative_absolute_error: 0.2802, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3743, root_relative_squared_error: 0.7487,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8788, f_measure: 0.8794, kappa: 0.7563, kb_relative_information_score: 758710, mean_absolute_error: 0.1206, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8796, predictive_accuracy: 0.8794, prior_entropy: 1, recall: 0.8794, relative_absolute_error: 0.2413, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3473, root_relative_squared_error: 0.6947,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8597, f_measure: 0.8615, kappa: 0.7197, kb_relative_information_score: 723112, mean_absolute_error: 0.1384, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8615, predictive_accuracy: 0.8616, prior_entropy: 1, recall: 0.8616, relative_absolute_error: 0.2769, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3721, root_relative_squared_error: 0.7442,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8763, f_measure: 0.8759, kappa: 0.7494, kb_relative_information_score: 751300, mean_absolute_error: 0.1244, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8767, predictive_accuracy: 0.8757, prior_entropy: 1, recall: 0.8757, relative_absolute_error: 0.2487, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3526, root_relative_squared_error: 0.7053,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8755, f_measure: 0.8764, kappa: 0.7501, kb_relative_information_score: 752746, mean_absolute_error: 0.1236, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8766, predictive_accuracy: 0.8764, prior_entropy: 1, recall: 0.8764, relative_absolute_error: 0.2473, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3516, root_relative_squared_error: 0.7032,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8814, f_measure: 0.8815, kappa: 0.7605, kb_relative_information_score: 762634, mean_absolute_error: 0.1187, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8819, predictive_accuracy: 0.8813, prior_entropy: 1, recall: 0.8813, relative_absolute_error: 0.2374, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3445, root_relative_squared_error: 0.689,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.853, f_measure: 0.8483, kappa: 0.6963, kb_relative_information_score: 695662, mean_absolute_error: 0.1522, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8556, predictive_accuracy: 0.8478, prior_entropy: 1, recall: 0.8478, relative_absolute_error: 0.3043, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3901, root_relative_squared_error: 0.7802,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.853, f_measure: 0.8483, kappa: 0.6963, kb_relative_information_score: 695662, mean_absolute_error: 0.1522, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8556, predictive_accuracy: 0.8478, prior_entropy: 1, recall: 0.8478, relative_absolute_error: 0.3043, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3901, root_relative_squared_error: 0.7802,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8752, f_measure: 0.8755, kappa: 0.7484, kb_relative_information_score: 750704, mean_absolute_error: 0.1246, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8759, predictive_accuracy: 0.8754, prior_entropy: 1, recall: 0.8754, relative_absolute_error: 0.2493, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3531, root_relative_squared_error: 0.7061,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8214, f_measure: 0.8287, kappa: 0.6525, kb_relative_information_score: 661656, mean_absolute_error: 0.1692, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8347, predictive_accuracy: 0.8308, prior_entropy: 1, recall: 0.8308, relative_absolute_error: 0.3383, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4113, root_relative_squared_error: 0.8226,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8214, f_measure: 0.8287, kappa: 0.6525, kb_relative_information_score: 661654, mean_absolute_error: 0.1692, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8347, predictive_accuracy: 0.8308, prior_entropy: 1, recall: 0.8308, relative_absolute_error: 0.3383, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4113, root_relative_squared_error: 0.8226,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8214, f_measure: 0.8287, kappa: 0.6525, kb_relative_information_score: 661654, mean_absolute_error: 0.1692, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8347, predictive_accuracy: 0.8308, prior_entropy: 1, recall: 0.8308, relative_absolute_error: 0.3383, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4113, root_relative_squared_error: 0.8226,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8606, f_measure: 0.8607, kappa: 0.7186, kb_relative_information_score: 720892, mean_absolute_error: 0.1396, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8614, predictive_accuracy: 0.8604, prior_entropy: 1, recall: 0.8604, relative_absolute_error: 0.2791, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3736, root_relative_squared_error: 0.7471,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8771, f_measure: 0.8789, kappa: 0.7549, kb_relative_information_score: 757950, mean_absolute_error: 0.121, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8789, predictive_accuracy: 0.879, prior_entropy: 1, recall: 0.879, relative_absolute_error: 0.2421, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3479, root_relative_squared_error: 0.6958,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8762, f_measure: 0.8778, kappa: 0.7526, kb_relative_information_score: 755576, mean_absolute_error: 0.1222, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8778, predictive_accuracy: 0.8778, prior_entropy: 1, recall: 0.8778, relative_absolute_error: 0.2444, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3496, root_relative_squared_error: 0.6992,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8222, f_measure: 0.8285, kappa: 0.652, kb_relative_information_score: 660022, mean_absolute_error: 0.17, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8318, predictive_accuracy: 0.83, prior_entropy: 1, recall: 0.83, relative_absolute_error: 0.34, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4123, root_relative_squared_error: 0.8246,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.878, f_measure: 0.8789, kappa: 0.7552, kb_relative_information_score: 757768, mean_absolute_error: 0.1211, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.879, predictive_accuracy: 0.8789, prior_entropy: 1, recall: 0.8789, relative_absolute_error: 0.2422, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.348, root_relative_squared_error: 0.696,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8783, f_measure: 0.8789, kappa: 0.7553, kb_relative_information_score: 757686, mean_absolute_error: 0.1212, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8792, predictive_accuracy: 0.8788, prior_entropy: 1, recall: 0.8788, relative_absolute_error: 0.2423, 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: 0.8783, f_measure: 0.8789, kappa: 0.7553, kb_relative_information_score: 757686, mean_absolute_error: 0.1212, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8792, predictive_accuracy: 0.8788, prior_entropy: 1, recall: 0.8788, relative_absolute_error: 0.2423, 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: 0.8759, f_measure: 0.8775, kappa: 0.7521, kb_relative_information_score: 755064, mean_absolute_error: 0.1225, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8775, predictive_accuracy: 0.8775, prior_entropy: 1, recall: 0.8775, relative_absolute_error: 0.2449, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.35, root_relative_squared_error: 0.6999,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9002, f_measure: 0.8775, kappa: 0.7521, kb_relative_information_score: 742263.3468, mean_absolute_error: 0.1289, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8775, predictive_accuracy: 0.8775, prior_entropy: 1, recall: 0.8775, relative_absolute_error: 0.2578, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3301, root_relative_squared_error: 0.6602,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9115, f_measure: 0.8798, kappa: 0.7569, kb_relative_information_score: 737549.9853, mean_absolute_error: 0.1328, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8799, predictive_accuracy: 0.8798, prior_entropy: 1, recall: 0.8798, relative_absolute_error: 0.2656, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3209, root_relative_squared_error: 0.6418,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9211, f_measure: 0.879, kappa: 0.7553, kb_relative_information_score: 719922.1122, mean_absolute_error: 0.1428, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8791, predictive_accuracy: 0.879, prior_entropy: 1, recall: 0.879, relative_absolute_error: 0.2856, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3153, root_relative_squared_error: 0.6306,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9275, f_measure: 0.8765, kappa: 0.7501, kb_relative_information_score: 705840.2227, mean_absolute_error: 0.1517, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8765, predictive_accuracy: 0.8765, prior_entropy: 1, recall: 0.8765, relative_absolute_error: 0.3035, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3114, root_relative_squared_error: 0.6228,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.927, f_measure: 0.8775, kappa: 0.7521, kb_relative_information_score: 664573.5212, mean_absolute_error: 0.1774, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8775, predictive_accuracy: 0.8776, prior_entropy: 1, recall: 0.8776, relative_absolute_error: 0.3549, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3137, root_relative_squared_error: 0.6275,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9269, f_measure: 0.872, kappa: 0.7403, kb_relative_information_score: 621359.2547, mean_absolute_error: 0.2042, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8726, predictive_accuracy: 0.8724, prior_entropy: 1, recall: 0.8724, relative_absolute_error: 0.4083, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3154, root_relative_squared_error: 0.6308,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.922, f_measure: 0.8719, kappa: 0.7403, kb_relative_information_score: 590753.9206, mean_absolute_error: 0.2212, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8726, predictive_accuracy: 0.8723, prior_entropy: 1, recall: 0.8723, relative_absolute_error: 0.4424, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.323, root_relative_squared_error: 0.6459,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9221, f_measure: 0.8721, kappa: 0.742, kb_relative_information_score: 651031.6014, mean_absolute_error: 0.1849, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8732, predictive_accuracy: 0.8719, prior_entropy: 1, recall: 0.8719, relative_absolute_error: 0.3699, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3172, root_relative_squared_error: 0.6345,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9262, f_measure: 0.8775, kappa: 0.752, kb_relative_information_score: 705543.3406, mean_absolute_error: 0.1519, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8775, predictive_accuracy: 0.8775, prior_entropy: 1, recall: 0.8775, relative_absolute_error: 0.3039, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3116, root_relative_squared_error: 0.6232,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9194, f_measure: 0.8748, kappa: 0.7472, kb_relative_information_score: 720623.4496, mean_absolute_error: 0.1424, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8757, predictive_accuracy: 0.8745, prior_entropy: 1, recall: 0.8745, relative_absolute_error: 0.2848, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3157, root_relative_squared_error: 0.6315,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9109, f_measure: 0.8798, kappa: 0.7569, kb_relative_information_score: 737379.0178, mean_absolute_error: 0.1329, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8799, predictive_accuracy: 0.8798, prior_entropy: 1, recall: 0.8798, relative_absolute_error: 0.2657, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.321, root_relative_squared_error: 0.642,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8997, f_measure: 0.8699, kappa: 0.7384, kb_relative_information_score: 742124, mean_absolute_error: 0.1289, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8735, predictive_accuracy: 0.8695, prior_entropy: 1, recall: 0.8695, relative_absolute_error: 0.2579, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3302, root_relative_squared_error: 0.6603,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8788, f_measure: 0.8794, kappa: 0.7563, kb_relative_information_score: 758710, mean_absolute_error: 0.1206, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8796, predictive_accuracy: 0.8794, prior_entropy: 1, recall: 0.8794, relative_absolute_error: 0.2413, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3473, root_relative_squared_error: 0.6947,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9404, f_measure: 0.8794, kappa: 0.7563, kb_relative_information_score: 672469.9576, mean_absolute_error: 0.1754, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8796, predictive_accuracy: 0.8794, prior_entropy: 1, recall: 0.8794, relative_absolute_error: 0.3508, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.303, root_relative_squared_error: 0.6061,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9166, f_measure: 0.8788, kappa: 0.7558, kb_relative_information_score: 719036.0791, mean_absolute_error: 0.1454, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8808, predictive_accuracy: 0.8785, prior_entropy: 1, recall: 0.8785, relative_absolute_error: 0.2908, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3236, root_relative_squared_error: 0.6471,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8813, f_measure: 0.8795, kappa: 0.7573, kb_relative_information_score: 758502, mean_absolute_error: 0.1207, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8816, predictive_accuracy: 0.8793, prior_entropy: 1, recall: 0.8793, relative_absolute_error: 0.2415, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3475, root_relative_squared_error: 0.695,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.2751, kb_relative_information_score: -108016, mean_absolute_error: 0.554, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.1989, predictive_accuracy: 0.446, prior_entropy: 1, recall: 0.446, relative_absolute_error: 1.108, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.7443, root_relative_squared_error: 1.4886,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.2751, kb_relative_information_score: -108016, mean_absolute_error: 0.554, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.1989, predictive_accuracy: 0.446, prior_entropy: 1, recall: 0.446, relative_absolute_error: 1.108, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.7443, root_relative_squared_error: 1.4886,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8957, f_measure: 0.8698, kappa: 0.7387, kb_relative_information_score: 738795.8741, mean_absolute_error: 0.1306, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8747, predictive_accuracy: 0.8695, prior_entropy: 1, recall: 0.8695, relative_absolute_error: 0.2612, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3581, root_relative_squared_error: 0.7163,

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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