Task
Supervised Data Stream Classification on BNG(optdigits)

Supervised Data Stream Classification on BNG(optdigits)

Task 125959 Supervised Data Stream Classification BNG(optdigits) 100 runs submitted
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9857, f_measure: 0.9217, kappa: 0.9127, kb_relative_information_score: 807602.2151, mean_absolute_error: 0.0627, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9244, predictive_accuracy: 0.9214, prior_entropy: 3.3219, recall: 0.9214, relative_absolute_error: 0.3481, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1432, root_relative_squared_error: 0.4774,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9861, f_measure: 0.928, kappa: 0.92, kb_relative_information_score: 877961.3841, mean_absolute_error: 0.0387, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9284, predictive_accuracy: 0.928, prior_entropy: 3.3219, recall: 0.928, relative_absolute_error: 0.2149, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1145, root_relative_squared_error: 0.3817,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.986, f_measure: 0.9282, kappa: 0.9203, kb_relative_information_score: 890937.7542, mean_absolute_error: 0.0336, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9285, predictive_accuracy: 0.9283, prior_entropy: 3.3219, recall: 0.9283, relative_absolute_error: 0.1868, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1121, root_relative_squared_error: 0.3737,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9853, f_measure: 0.9284, kappa: 0.9204, kb_relative_information_score: 909814.8608, mean_absolute_error: 0.0261, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9286, predictive_accuracy: 0.9284, prior_entropy: 3.3219, recall: 0.9284, relative_absolute_error: 0.1449, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1095, root_relative_squared_error: 0.365,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.983, f_measure: 0.929, kappa: 0.9211, kb_relative_information_score: 927366.5426, mean_absolute_error: 0.019, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9291, predictive_accuracy: 0.929, prior_entropy: 3.3219, recall: 0.929, relative_absolute_error: 0.1054, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1059, root_relative_squared_error: 0.353,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.979, f_measure: 0.9268, kappa: 0.9187, kb_relative_information_score: 928121.6453, mean_absolute_error: 0.018, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9269, predictive_accuracy: 0.9269, prior_entropy: 3.3219, recall: 0.9269, relative_absolute_error: 0.0999, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1082, root_relative_squared_error: 0.3608,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9727, f_measure: 0.9174, kappa: 0.9085, kb_relative_information_score: 926206.6463, mean_absolute_error: 0.0173, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9173, predictive_accuracy: 0.9176, prior_entropy: 3.3219, recall: 0.9176, relative_absolute_error: 0.0961, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.113, root_relative_squared_error: 0.3767,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9542, f_measure: 0.9174, kappa: 0.9085, kb_relative_information_score: 913838.9946, mean_absolute_error: 0.0165, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9173, predictive_accuracy: 0.9176, prior_entropy: 3.3219, recall: 0.9176, relative_absolute_error: 0.0915, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1284, root_relative_squared_error: 0.4279,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9857, f_measure: 0.9217, kappa: 0.9127, kb_relative_information_score: 807602.2151, mean_absolute_error: 0.0627, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9244, predictive_accuracy: 0.9214, prior_entropy: 3.3219, recall: 0.9214, relative_absolute_error: 0.3481, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1432, root_relative_squared_error: 0.4774,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9843, f_measure: 0.9256, kappa: 0.9175, kb_relative_information_score: 856516.9004, mean_absolute_error: 0.0461, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9261, predictive_accuracy: 0.9257, prior_entropy: 3.3219, recall: 0.9257, relative_absolute_error: 0.256, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.127, root_relative_squared_error: 0.4232,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9848, f_measure: 0.9263, kappa: 0.9182, kb_relative_information_score: 904184.963, mean_absolute_error: 0.0281, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.927, predictive_accuracy: 0.9264, prior_entropy: 3.3219, recall: 0.9264, relative_absolute_error: 0.156, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1128, root_relative_squared_error: 0.3758,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9829, f_measure: 0.9268, kappa: 0.9188, kb_relative_information_score: 927258.7196, mean_absolute_error: 0.019, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9278, predictive_accuracy: 0.9269, prior_entropy: 3.3219, recall: 0.9269, relative_absolute_error: 0.1056, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.106, root_relative_squared_error: 0.3533,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9789, f_measure: 0.9259, kappa: 0.9177, kb_relative_information_score: 928078.9078, mean_absolute_error: 0.018, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9261, predictive_accuracy: 0.926, prior_entropy: 3.3219, recall: 0.926, relative_absolute_error: 0.0999, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1083, root_relative_squared_error: 0.361,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9726, f_measure: 0.9145, kappa: 0.9056, kb_relative_information_score: 926184.531, mean_absolute_error: 0.0173, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9163, predictive_accuracy: 0.9151, prior_entropy: 3.3219, recall: 0.9151, relative_absolute_error: 0.0961, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.113, root_relative_squared_error: 0.3768,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.954, f_measure: 0.9169, kappa: 0.908, kb_relative_information_score: 913384.0901, mean_absolute_error: 0.0166, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9169, predictive_accuracy: 0.9172, prior_entropy: 3.3219, recall: 0.9172, relative_absolute_error: 0.092, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1287, root_relative_squared_error: 0.429,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9542, f_measure: 0.9173, kappa: 0.9083, kb_relative_information_score: 913737.5561, mean_absolute_error: 0.0165, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9172, predictive_accuracy: 0.9175, prior_entropy: 3.3219, recall: 0.9175, relative_absolute_error: 0.0917, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1284, root_relative_squared_error: 0.4281,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9542, f_measure: 0.9174, kappa: 0.9085, kb_relative_information_score: 913840.0404, mean_absolute_error: 0.0165, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9173, predictive_accuracy: 0.9176, prior_entropy: 3.3219, recall: 0.9176, relative_absolute_error: 0.0915, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1284, root_relative_squared_error: 0.4279,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9544, f_measure: 0.9177, kappa: 0.9089, kb_relative_information_score: 914246.84, mean_absolute_error: 0.0164, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9176, predictive_accuracy: 0.918, prior_entropy: 3.3219, recall: 0.918, relative_absolute_error: 0.0911, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1281, root_relative_squared_error: 0.4269,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9518, f_measure: 0.9132, kappa: 0.9037, kb_relative_information_score: 909327.5968, mean_absolute_error: 0.0173, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9132, predictive_accuracy: 0.9133, prior_entropy: 3.3219, recall: 0.9133, relative_absolute_error: 0.0963, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1317, root_relative_squared_error: 0.439,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9491, f_measure: 0.9082, kappa: 0.8981, kb_relative_information_score: 904109.2669, mean_absolute_error: 0.0183, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9085, predictive_accuracy: 0.9083, prior_entropy: 3.3219, recall: 0.9083, relative_absolute_error: 0.1019, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1354, root_relative_squared_error: 0.4514,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9542, f_measure: 0.9174, kappa: 0.9085, kb_relative_information_score: 913838.9946, mean_absolute_error: 0.0165, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9173, predictive_accuracy: 0.9176, prior_entropy: 3.3219, recall: 0.9176, relative_absolute_error: 0.0915, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1284, root_relative_squared_error: 0.4279,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9537, f_measure: 0.9165, kappa: 0.9075, kb_relative_information_score: 912917.6823, mean_absolute_error: 0.0167, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9165, predictive_accuracy: 0.9167, prior_entropy: 3.3219, recall: 0.9167, relative_absolute_error: 0.0925, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1291, root_relative_squared_error: 0.4302,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9538, f_measure: 0.9166, kappa: 0.9076, kb_relative_information_score: 913010.7547, mean_absolute_error: 0.0166, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9166, predictive_accuracy: 0.9168, prior_entropy: 3.3219, recall: 0.9168, relative_absolute_error: 0.0924, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.129, root_relative_squared_error: 0.4299,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9537, f_measure: 0.9165, kappa: 0.9075, kb_relative_information_score: 912922.911, mean_absolute_error: 0.0167, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9165, predictive_accuracy: 0.9167, prior_entropy: 3.3219, recall: 0.9167, relative_absolute_error: 0.0925, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.129, root_relative_squared_error: 0.4302,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.9548, kappa: 0.9497, kb_relative_information_score: 939285.1462, mean_absolute_error: 0.0181, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.955, predictive_accuracy: 0.9548, prior_entropy: 3.3219, recall: 0.9548, relative_absolute_error: 0.1006, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0837, root_relative_squared_error: 0.279,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9792, f_measure: 0.8421, kappa: 0.8247, kb_relative_information_score: 743225.5077, mean_absolute_error: 0.0728, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8423, predictive_accuracy: 0.8422, prior_entropy: 3.3219, recall: 0.8422, relative_absolute_error: 0.4045, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.166, root_relative_squared_error: 0.5534,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9831, f_measure: 0.8524, kappa: 0.8361, kb_relative_information_score: 745018.0812, mean_absolute_error: 0.0731, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8528, predictive_accuracy: 0.8525, prior_entropy: 3.3219, recall: 0.8525, relative_absolute_error: 0.4059, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1636, root_relative_squared_error: 0.5454,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.985, f_measure: 0.8581, kappa: 0.8424, kb_relative_information_score: 745239.5294, mean_absolute_error: 0.0735, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8586, predictive_accuracy: 0.8581, prior_entropy: 3.3219, recall: 0.8581, relative_absolute_error: 0.4083, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1625, root_relative_squared_error: 0.5417,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9934, f_measure: 0.9076, kappa: 0.897, kb_relative_information_score: 907506.5224, mean_absolute_error: 0.0223, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9084, predictive_accuracy: 0.9073, prior_entropy: 3.3219, recall: 0.9073, relative_absolute_error: 0.124, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1183, root_relative_squared_error: 0.3944,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9857, f_measure: 0.8609, kappa: 0.8454, kb_relative_information_score: 743972.1041, mean_absolute_error: 0.0741, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8614, predictive_accuracy: 0.8609, prior_entropy: 3.3219, recall: 0.8609, relative_absolute_error: 0.4114, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1624, root_relative_squared_error: 0.5414,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9544, f_measure: 0.9177, kappa: 0.9089, kb_relative_information_score: 914239.5197, mean_absolute_error: 0.0164, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9176, predictive_accuracy: 0.918, prior_entropy: 3.3219, recall: 0.918, relative_absolute_error: 0.0911, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1281, root_relative_squared_error: 0.4269,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9509, f_measure: 0.9115, kappa: 0.9017, kb_relative_information_score: 907524.7109, mean_absolute_error: 0.0177, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9116, predictive_accuracy: 0.9116, prior_entropy: 3.3219, recall: 0.9116, relative_absolute_error: 0.0983, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.133, root_relative_squared_error: 0.4433,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9484, f_measure: 0.9073, kappa: 0.8968, kb_relative_information_score: 902903.5085, mean_absolute_error: 0.0186, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9077, predictive_accuracy: 0.9072, prior_entropy: 3.3219, recall: 0.9072, relative_absolute_error: 0.1032, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1363, root_relative_squared_error: 0.4542,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9537, f_measure: 0.9165, kappa: 0.9075, kb_relative_information_score: 912939.6432, mean_absolute_error: 0.0167, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9165, predictive_accuracy: 0.9167, prior_entropy: 3.3219, recall: 0.9167, relative_absolute_error: 0.0925, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.129, root_relative_squared_error: 0.4301,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6067, f_measure: 0.2923, kappa: 0.2135, kb_relative_information_score: 259718.73, mean_absolute_error: 0.1416, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.2937, predictive_accuracy: 0.2921, prior_entropy: 3.3219, recall: 0.2921, relative_absolute_error: 0.7865, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3763, root_relative_squared_error: 1.2542,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.983, f_measure: 0.9239, kappa: 0.9151, kb_relative_information_score: 853967.4198, mean_absolute_error: 0.0475, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9269, predictive_accuracy: 0.9236, prior_entropy: 3.3219, recall: 0.9236, relative_absolute_error: 0.2641, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1303, root_relative_squared_error: 0.4344,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9831, f_measure: 0.9276, kappa: 0.9194, kb_relative_information_score: 910308.36, mean_absolute_error: 0.0262, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9286, predictive_accuracy: 0.9275, prior_entropy: 3.3219, recall: 0.9275, relative_absolute_error: 0.1454, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1073, root_relative_squared_error: 0.3578,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.983, f_measure: 0.929, kappa: 0.9211, kb_relative_information_score: 927379.0344, mean_absolute_error: 0.019, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9291, predictive_accuracy: 0.929, prior_entropy: 3.3219, recall: 0.929, relative_absolute_error: 0.1054, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1059, root_relative_squared_error: 0.353,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.979, f_measure: 0.9268, kappa: 0.9188, kb_relative_information_score: 928141.9652, mean_absolute_error: 0.018, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9269, predictive_accuracy: 0.9269, prior_entropy: 3.3219, recall: 0.9269, relative_absolute_error: 0.0998, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1082, root_relative_squared_error: 0.3608,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9727, f_measure: 0.9173, kappa: 0.9084, kb_relative_information_score: 926185.8906, mean_absolute_error: 0.0173, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9173, predictive_accuracy: 0.9176, prior_entropy: 3.3219, recall: 0.9176, relative_absolute_error: 0.0961, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.113, root_relative_squared_error: 0.3768,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9542, f_measure: 0.9173, kappa: 0.9084, kb_relative_information_score: 913821.2167, mean_absolute_error: 0.0165, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9173, predictive_accuracy: 0.9176, prior_entropy: 3.3219, recall: 0.9176, relative_absolute_error: 0.0916, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1284, root_relative_squared_error: 0.4279,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.983, f_measure: 0.9239, kappa: 0.9151, kb_relative_information_score: 853967.4198, mean_absolute_error: 0.0475, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9269, predictive_accuracy: 0.9236, prior_entropy: 3.3219, recall: 0.9236, relative_absolute_error: 0.2641, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1303, root_relative_squared_error: 0.4344,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9829, f_measure: 0.9268, kappa: 0.9188, kb_relative_information_score: 927271.8732, mean_absolute_error: 0.019, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9278, predictive_accuracy: 0.9269, prior_entropy: 3.3219, recall: 0.9269, relative_absolute_error: 0.1056, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.106, root_relative_squared_error: 0.3533,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9789, f_measure: 0.9259, kappa: 0.9178, kb_relative_information_score: 928100.1259, mean_absolute_error: 0.018, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9262, predictive_accuracy: 0.926, prior_entropy: 3.3219, recall: 0.926, relative_absolute_error: 0.0999, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1083, root_relative_squared_error: 0.3609,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9726, f_measure: 0.9145, kappa: 0.9056, kb_relative_information_score: 926163.5859, mean_absolute_error: 0.0173, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9162, predictive_accuracy: 0.915, prior_entropy: 3.3219, recall: 0.915, relative_absolute_error: 0.0961, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1131, root_relative_squared_error: 0.3768,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9544, f_measure: 0.9177, kappa: 0.9089, kb_relative_information_score: 914247.8858, mean_absolute_error: 0.0164, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9176, predictive_accuracy: 0.918, prior_entropy: 3.3219, recall: 0.918, relative_absolute_error: 0.0911, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1281, root_relative_squared_error: 0.4269,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9542, f_measure: 0.9173, kappa: 0.9084, kb_relative_information_score: 913821.2167, mean_absolute_error: 0.0165, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9173, predictive_accuracy: 0.9176, prior_entropy: 3.3219, recall: 0.9176, relative_absolute_error: 0.0916, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1284, root_relative_squared_error: 0.4279,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9537, f_measure: 0.9165, kappa: 0.9074, kb_relative_information_score: 912881.0807, mean_absolute_error: 0.0167, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9164, predictive_accuracy: 0.9167, prior_entropy: 3.3219, recall: 0.9167, relative_absolute_error: 0.0926, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1291, root_relative_squared_error: 0.4303,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9538, f_measure: 0.9165, kappa: 0.9075, kb_relative_information_score: 912968.9244, mean_absolute_error: 0.0166, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9165, predictive_accuracy: 0.9168, prior_entropy: 3.3219, recall: 0.9168, relative_absolute_error: 0.0925, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.129, root_relative_squared_error: 0.43,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9537, f_measure: 0.9165, kappa: 0.9075, kb_relative_information_score: 912923.9568, mean_absolute_error: 0.0167, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9165, predictive_accuracy: 0.9167, prior_entropy: 3.3219, recall: 0.9167, relative_absolute_error: 0.0925, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.129, root_relative_squared_error: 0.4302,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9538, f_measure: 0.9165, kappa: 0.9075, kb_relative_information_score: 912959.5126, mean_absolute_error: 0.0166, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9165, predictive_accuracy: 0.9168, prior_entropy: 3.3219, recall: 0.9168, relative_absolute_error: 0.0925, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.129, root_relative_squared_error: 0.4301,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.954, f_measure: 0.917, kappa: 0.908, kb_relative_information_score: 913420.6916, mean_absolute_error: 0.0166, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9169, predictive_accuracy: 0.9172, prior_entropy: 3.3219, recall: 0.9172, relative_absolute_error: 0.092, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1287, root_relative_squared_error: 0.4289,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9542, f_measure: 0.9173, kappa: 0.9084, kb_relative_information_score: 913756.3798, mean_absolute_error: 0.0165, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9172, predictive_accuracy: 0.9175, prior_entropy: 3.3219, recall: 0.9175, relative_absolute_error: 0.0916, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1284, root_relative_squared_error: 0.4281,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9946, f_measure: 0.9333, kappa: 0.9258, kb_relative_information_score: 916778.1071, mean_absolute_error: 0.0232, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9335, predictive_accuracy: 0.9333, prior_entropy: 3.3219, recall: 0.9333, relative_absolute_error: 0.129, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1015, root_relative_squared_error: 0.3382,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9946, f_measure: 0.9333, kappa: 0.9258, kb_relative_information_score: 916778.1071, mean_absolute_error: 0.0232, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9335, predictive_accuracy: 0.9333, prior_entropy: 3.3219, recall: 0.9333, relative_absolute_error: 0.129, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1015, root_relative_squared_error: 0.3382,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.995, f_measure: 0.9344, kappa: 0.927, kb_relative_information_score: 918029.559, mean_absolute_error: 0.0229, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9347, predictive_accuracy: 0.9343, prior_entropy: 3.3219, recall: 0.9343, relative_absolute_error: 0.127, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1003, root_relative_squared_error: 0.3344,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9975, f_measure: 0.9529, kappa: 0.9476, kb_relative_information_score: 938134.4166, mean_absolute_error: 0.0182, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.953, predictive_accuracy: 0.9528, prior_entropy: 3.3219, recall: 0.9528, relative_absolute_error: 0.1013, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0858, root_relative_squared_error: 0.286,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9978, f_measure: 0.9533, kappa: 0.948, kb_relative_information_score: 938714.7238, mean_absolute_error: 0.0181, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9534, predictive_accuracy: 0.9532, prior_entropy: 3.3219, recall: 0.9532, relative_absolute_error: 0.1004, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.085, root_relative_squared_error: 0.2833,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9951, f_measure: 0.9327, kappa: 0.9251, kb_relative_information_score: 917380.708, mean_absolute_error: 0.023, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9329, predictive_accuracy: 0.9326, prior_entropy: 3.3219, recall: 0.9326, relative_absolute_error: 0.1277, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1008, root_relative_squared_error: 0.336,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9953, f_measure: 0.9332, kappa: 0.9257, kb_relative_information_score: 917376.5834, mean_absolute_error: 0.023, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9334, predictive_accuracy: 0.9331, prior_entropy: 3.3219, recall: 0.9331, relative_absolute_error: 0.128, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1005, root_relative_squared_error: 0.3349,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9981, f_measure: 0.9547, kappa: 0.9496, kb_relative_information_score: 939106.2664, mean_absolute_error: 0.0182, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9549, predictive_accuracy: 0.9547, prior_entropy: 3.3219, recall: 0.9547, relative_absolute_error: 0.101, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0838, root_relative_squared_error: 0.2794,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9942, f_measure: 0.9268, kappa: 0.9189, kb_relative_information_score: 896172.1172, mean_absolute_error: 0.0306, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9268, predictive_accuracy: 0.927, prior_entropy: 3.3219, recall: 0.927, relative_absolute_error: 0.1702, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1105, root_relative_squared_error: 0.3684,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7017, f_measure: 0.0973, kappa: 0.1182, kb_relative_information_score: 197056.5479, mean_absolute_error: 0.1685, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.1532, predictive_accuracy: 0.2064, prior_entropy: 3.3219, recall: 0.2064, relative_absolute_error: 0.936, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2902, root_relative_squared_error: 0.9675,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9911, f_measure: 0.9372, kappa: 0.9301, kb_relative_information_score: 291237.8095, mean_absolute_error: 0.1608, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9373, predictive_accuracy: 0.9371, prior_entropy: 3.3219, recall: 0.9371, relative_absolute_error: 0.8934, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2725, root_relative_squared_error: 0.9083,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.989, f_measure: 0.8923, kappa: 0.8801, kb_relative_information_score: 795918.8961, mean_absolute_error: 0.0615, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8926, predictive_accuracy: 0.8921, prior_entropy: 3.3219, recall: 0.8921, relative_absolute_error: 0.3418, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1438, root_relative_squared_error: 0.4793,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9786, f_measure: 0.8409, kappa: 0.8233, kb_relative_information_score: 742711.5, mean_absolute_error: 0.0729, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8411, predictive_accuracy: 0.841, prior_entropy: 3.3219, recall: 0.841, relative_absolute_error: 0.4048, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1664, root_relative_squared_error: 0.5548,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9713, f_measure: 0.805, kappa: 0.7835, kb_relative_information_score: 680461.2101, mean_absolute_error: 0.0875, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8058, predictive_accuracy: 0.8052, prior_entropy: 3.3219, recall: 0.8052, relative_absolute_error: 0.486, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.184, root_relative_squared_error: 0.6134,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6162, f_measure: 0.1965, kappa: 0.12, kb_relative_information_score: 214159.134, mean_absolute_error: 0.1578, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.2044, predictive_accuracy: 0.208, prior_entropy: 3.3219, recall: 0.208, relative_absolute_error: 0.8764, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3585, root_relative_squared_error: 1.1949,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5513, f_measure: 0.1135, kappa: 0.1027, kb_relative_information_score: 156436.583, mean_absolute_error: 0.1613, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.1053, predictive_accuracy: 0.1933, prior_entropy: 3.3219, recall: 0.1933, relative_absolute_error: 0.8963, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4017, root_relative_squared_error: 1.3389,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5533, f_measure: 0.1133, kappa: 0.1026, kb_relative_information_score: 156476.0897, mean_absolute_error: 0.1614, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.105, predictive_accuracy: 0.1932, prior_entropy: 3.3219, recall: 0.1932, relative_absolute_error: 0.8964, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4015, root_relative_squared_error: 1.3384,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5771, f_measure: 0.1119, kappa: 0.0975, kb_relative_information_score: 151286.671, mean_absolute_error: 0.1636, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.1076, predictive_accuracy: 0.1887, prior_entropy: 3.3219, recall: 0.1887, relative_absolute_error: 0.9087, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.398, root_relative_squared_error: 1.3267,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9408, f_measure: 0.8599, kappa: 0.8456, kb_relative_information_score: 866717.9724, mean_absolute_error: 0.0285, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8665, predictive_accuracy: 0.861, prior_entropy: 3.3219, recall: 0.861, relative_absolute_error: 0.1585, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1547, root_relative_squared_error: 0.5156,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9916, f_measure: 0.8999, kappa: 0.889, kb_relative_information_score: 857667.2004, mean_absolute_error: 0.0427, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9064, predictive_accuracy: 0.9001, prior_entropy: 3.3219, recall: 0.9001, relative_absolute_error: 0.2374, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1291, root_relative_squared_error: 0.4304,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.989, f_measure: 0.9055, kappa: 0.8949, kb_relative_information_score: 901768.0467, mean_absolute_error: 0.0226, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9061, predictive_accuracy: 0.9054, prior_entropy: 3.3219, recall: 0.9054, relative_absolute_error: 0.1254, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1237, root_relative_squared_error: 0.4123,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.77, f_measure: 0.2844, kappa: 0.2415, kb_relative_information_score: 262586.799, mean_absolute_error: 0.1558, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.2982, predictive_accuracy: 0.3172, prior_entropy: 3.3219, recall: 0.3172, relative_absolute_error: 0.8654, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2795, root_relative_squared_error: 0.9315,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9931, f_measure: 0.9067, kappa: 0.8959, kb_relative_information_score: 907729.1991, mean_absolute_error: 0.0207, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9078, predictive_accuracy: 0.9063, prior_entropy: 3.3219, recall: 0.9063, relative_absolute_error: 0.1149, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1224, root_relative_squared_error: 0.408,

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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