OpenML
Supervised Classification on blood-transfusion-service-center

Supervised Classification on blood-transfusion-service-center

Task 10101 Supervised Classification blood-transfusion-service-center 386754 runs submitted
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  • OpenML-CC18 OpenML100 study_107 study_123 study_14 study_218 study_50 study_7 study_98 study_99
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7388, f_measure: 0.7457, kappa: 0.248, kb_relative_information_score: 0.0965, mean_absolute_error: 0.3143, mean_prior_absolute_error: 0.363, weighted_recall: 0.7794, number_of_instances: 748, precision: 0.7502, predictive_accuracy: 0.7794, prior_entropy: 0.7916, relative_absolute_error: 0.8657, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.394, root_relative_squared_error: 0.9253, unweighted_recall: 0.6003,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7383, f_measure: 0.762, kappa: 0.2974, kb_relative_information_score: 0.1102, mean_absolute_error: 0.3035, mean_prior_absolute_error: 0.363, weighted_recall: 0.7914, number_of_instances: 748, precision: 0.7687, predictive_accuracy: 0.7914, prior_entropy: 0.7916, relative_absolute_error: 0.8359, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.3939, root_relative_squared_error: 0.925, unweighted_recall: 0.6217,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7187, f_measure: 0.7539, kappa: 0.2849, kb_relative_information_score: 0.1218, mean_absolute_error: 0.3058, mean_prior_absolute_error: 0.363, weighted_recall: 0.7727, number_of_instances: 748, precision: 0.7487, predictive_accuracy: 0.7727, prior_entropy: 0.7916, relative_absolute_error: 0.8423, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.3991, root_relative_squared_error: 0.9372, unweighted_recall: 0.6249,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7282, f_measure: 0.767, kappa: 0.317, kb_relative_information_score: 0.1153, mean_absolute_error: 0.3061, mean_prior_absolute_error: 0.363, weighted_recall: 0.7901, number_of_instances: 748, precision: 0.7677, predictive_accuracy: 0.7901, prior_entropy: 0.7916, relative_absolute_error: 0.8431, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.3965, root_relative_squared_error: 0.9311, unweighted_recall: 0.6343,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7419, f_measure: 0.7611, kappa: 0.2935, kb_relative_information_score: 0.1206, mean_absolute_error: 0.3047, mean_prior_absolute_error: 0.363, weighted_recall: 0.7928, number_of_instances: 748, precision: 0.771, predictive_accuracy: 0.7928, prior_entropy: 0.7916, relative_absolute_error: 0.8394, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.3929, root_relative_squared_error: 0.9226, unweighted_recall: 0.6187,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7148, f_measure: 0.7443, kappa: 0.2501, kb_relative_information_score: 0.1201, mean_absolute_error: 0.3035, mean_prior_absolute_error: 0.363, weighted_recall: 0.7701, number_of_instances: 748, precision: 0.7406, predictive_accuracy: 0.7701, prior_entropy: 0.7916, relative_absolute_error: 0.8359, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.4015, root_relative_squared_error: 0.9428, unweighted_recall: 0.6057,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7308, f_measure: 0.7208, kappa: 0.169, kb_relative_information_score: 0.0693, mean_absolute_error: 0.317, mean_prior_absolute_error: 0.363, weighted_recall: 0.7714, number_of_instances: 748, precision: 0.7345, predictive_accuracy: 0.7714, prior_entropy: 0.7916, relative_absolute_error: 0.8731, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.3976, root_relative_squared_error: 0.9338, unweighted_recall: 0.5641,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.726, f_measure: 0.7562, kappa: 0.285, kb_relative_information_score: 0.1336, mean_absolute_error: 0.2987, mean_prior_absolute_error: 0.363, weighted_recall: 0.7807, number_of_instances: 748, precision: 0.755, predictive_accuracy: 0.7807, prior_entropy: 0.7916, relative_absolute_error: 0.8228, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.3991, root_relative_squared_error: 0.9372, unweighted_recall: 0.6205,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7334, f_measure: 0.7322, kappa: 0.2034, kb_relative_information_score: 0.0894, mean_absolute_error: 0.3175, mean_prior_absolute_error: 0.363, weighted_recall: 0.7781, number_of_instances: 748, precision: 0.7477, predictive_accuracy: 0.7781, prior_entropy: 0.7916, relative_absolute_error: 0.8747, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.3956, root_relative_squared_error: 0.929, unweighted_recall: 0.5781,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7362, f_measure: 0.7314, kappa: 0.2062, kb_relative_information_score: 0.0895, mean_absolute_error: 0.3107, mean_prior_absolute_error: 0.363, weighted_recall: 0.766, number_of_instances: 748, precision: 0.73, predictive_accuracy: 0.766, prior_entropy: 0.7916, relative_absolute_error: 0.8558, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.3964, root_relative_squared_error: 0.9309, unweighted_recall: 0.5838,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7343, f_measure: 0.7467, kappa: 0.2482, kb_relative_information_score: 0.0961, mean_absolute_error: 0.3142, mean_prior_absolute_error: 0.363, weighted_recall: 0.7848, number_of_instances: 748, precision: 0.7588, predictive_accuracy: 0.7848, prior_entropy: 0.7916, relative_absolute_error: 0.8654, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.394, root_relative_squared_error: 0.9253, unweighted_recall: 0.598,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7425, f_measure: 0.7618, kappa: 0.2978, kb_relative_information_score: 0.102, mean_absolute_error: 0.3082, mean_prior_absolute_error: 0.363, weighted_recall: 0.7901, number_of_instances: 748, precision: 0.7668, predictive_accuracy: 0.7901, prior_entropy: 0.7916, relative_absolute_error: 0.8488, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.3946, root_relative_squared_error: 0.9266, unweighted_recall: 0.6227,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.731, f_measure: 0.7585, kappa: 0.2899, kb_relative_information_score: 0.1187, mean_absolute_error: 0.303, mean_prior_absolute_error: 0.363, weighted_recall: 0.7848, number_of_instances: 748, precision: 0.7597, predictive_accuracy: 0.7848, prior_entropy: 0.7916, relative_absolute_error: 0.8346, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.3961, root_relative_squared_error: 0.9302, unweighted_recall: 0.6212,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7247, f_measure: 0.7551, kappa: 0.2822, kb_relative_information_score: 0.1166, mean_absolute_error: 0.3078, mean_prior_absolute_error: 0.363, weighted_recall: 0.7794, number_of_instances: 748, precision: 0.7534, predictive_accuracy: 0.7794, prior_entropy: 0.7916, relative_absolute_error: 0.8478, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.397, root_relative_squared_error: 0.9323, unweighted_recall: 0.6196,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.696, f_measure: 0.7375, kappa: 0.237, kb_relative_information_score: 0.0984, mean_absolute_error: 0.3055, mean_prior_absolute_error: 0.363, weighted_recall: 0.758, number_of_instances: 748, precision: 0.7303, predictive_accuracy: 0.758, prior_entropy: 0.7916, relative_absolute_error: 0.8414, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.4132, root_relative_squared_error: 0.9703, unweighted_recall: 0.6036,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7332, f_measure: 0.759, kappa: 0.2878, kb_relative_information_score: 0.0939, mean_absolute_error: 0.3087, mean_prior_absolute_error: 0.363, weighted_recall: 0.7901, number_of_instances: 748, precision: 0.7668, predictive_accuracy: 0.7901, prior_entropy: 0.7916, relative_absolute_error: 0.8504, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.3959, root_relative_squared_error: 0.9297, unweighted_recall: 0.6169,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7375, f_measure: 0.7559, kappa: 0.2793, kb_relative_information_score: 0.1027, mean_absolute_error: 0.31, mean_prior_absolute_error: 0.363, weighted_recall: 0.7861, number_of_instances: 748, precision: 0.7608, predictive_accuracy: 0.7861, prior_entropy: 0.7916, relative_absolute_error: 0.8538, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.3943, root_relative_squared_error: 0.9258, unweighted_recall: 0.6143,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7249, f_measure: 0.7507, kappa: 0.2648, kb_relative_information_score: 0.1142, mean_absolute_error: 0.3066, mean_prior_absolute_error: 0.363, weighted_recall: 0.7807, number_of_instances: 748, precision: 0.753, predictive_accuracy: 0.7807, prior_entropy: 0.7916, relative_absolute_error: 0.8446, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.3989, root_relative_squared_error: 0.9366, unweighted_recall: 0.6089,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.726, f_measure: 0.7445, kappa: 0.2485, kb_relative_information_score: 0.1046, mean_absolute_error: 0.3079, mean_prior_absolute_error: 0.363, weighted_recall: 0.7727, number_of_instances: 748, precision: 0.7427, predictive_accuracy: 0.7727, prior_entropy: 0.7916, relative_absolute_error: 0.8482, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.3998, root_relative_squared_error: 0.939, unweighted_recall: 0.6036,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7344, f_measure: 0.7361, kappa: 0.2164, kb_relative_information_score: 0.0634, mean_absolute_error: 0.3182, mean_prior_absolute_error: 0.363, weighted_recall: 0.7767, number_of_instances: 748, precision: 0.745, predictive_accuracy: 0.7767, prior_entropy: 0.7916, relative_absolute_error: 0.8766, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.3975, root_relative_squared_error: 0.9335, unweighted_recall: 0.585,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6951, f_measure: 0.7381, kappa: 0.2412, kb_relative_information_score: 0.0983, mean_absolute_error: 0.3056, mean_prior_absolute_error: 0.363, weighted_recall: 0.7567, number_of_instances: 748, precision: 0.7306, predictive_accuracy: 0.7567, prior_entropy: 0.7916, relative_absolute_error: 0.8419, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.4152, root_relative_squared_error: 0.9749, unweighted_recall: 0.6066,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.728, f_measure: 0.7133, kappa: 0.1475, kb_relative_information_score: 0.0978, mean_absolute_error: 0.3075, mean_prior_absolute_error: 0.363, weighted_recall: 0.7607, number_of_instances: 748, precision: 0.7149, predictive_accuracy: 0.7607, prior_entropy: 0.7916, relative_absolute_error: 0.847, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.4003, root_relative_squared_error: 0.94, unweighted_recall: 0.5571,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7202, f_measure: 0.7251, kappa: 0.1868, kb_relative_information_score: 0.0978, mean_absolute_error: 0.3183, mean_prior_absolute_error: 0.363, weighted_recall: 0.762, number_of_instances: 748, precision: 0.7229, predictive_accuracy: 0.762, prior_entropy: 0.7916, relative_absolute_error: 0.8767, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.398, root_relative_squared_error: 0.9346, unweighted_recall: 0.5753,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7282, f_measure: 0.7507, kappa: 0.2721, kb_relative_information_score: 0.1281, mean_absolute_error: 0.3018, mean_prior_absolute_error: 0.363, weighted_recall: 0.7727, number_of_instances: 748, precision: 0.7464, predictive_accuracy: 0.7727, prior_entropy: 0.7916, relative_absolute_error: 0.8314, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.3963, root_relative_squared_error: 0.9306, unweighted_recall: 0.6171,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.729, f_measure: 0.7583, kappa: 0.2904, kb_relative_information_score: 0.1048, mean_absolute_error: 0.3061, mean_prior_absolute_error: 0.363, weighted_recall: 0.7834, number_of_instances: 748, precision: 0.7583, predictive_accuracy: 0.7834, prior_entropy: 0.7916, relative_absolute_error: 0.8433, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.3981, root_relative_squared_error: 0.9349, unweighted_recall: 0.6222,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7129, f_measure: 0.7434, kappa: 0.2466, kb_relative_information_score: 0.1172, mean_absolute_error: 0.3038, mean_prior_absolute_error: 0.363, weighted_recall: 0.7701, number_of_instances: 748, precision: 0.74, predictive_accuracy: 0.7701, prior_entropy: 0.7916, relative_absolute_error: 0.8369, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.4039, root_relative_squared_error: 0.9486, unweighted_recall: 0.6038,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7325, f_measure: 0.7516, kappa: 0.2689, kb_relative_information_score: 0.1191, mean_absolute_error: 0.3044, mean_prior_absolute_error: 0.363, weighted_recall: 0.7794, number_of_instances: 748, precision: 0.7519, predictive_accuracy: 0.7794, prior_entropy: 0.7916, relative_absolute_error: 0.8386, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.3953, root_relative_squared_error: 0.9282, unweighted_recall: 0.6119,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7385, f_measure: 0.7475, kappa: 0.2573, kb_relative_information_score: 0.13, mean_absolute_error: 0.3003, mean_prior_absolute_error: 0.363, weighted_recall: 0.7754, number_of_instances: 748, precision: 0.7464, predictive_accuracy: 0.7754, prior_entropy: 0.7916, relative_absolute_error: 0.8271, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.3979, root_relative_squared_error: 0.9344, unweighted_recall: 0.6073,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7253, f_measure: 0.7085, kappa: 0.1319, kb_relative_information_score: 0.0889, mean_absolute_error: 0.3233, mean_prior_absolute_error: 0.363, weighted_recall: 0.766, number_of_instances: 748, precision: 0.722, predictive_accuracy: 0.766, prior_entropy: 0.7916, relative_absolute_error: 0.8906, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.3974, root_relative_squared_error: 0.9331, unweighted_recall: 0.549,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7299, f_measure: 0.7581, kappa: 0.2844, kb_relative_information_score: 0.0871, mean_absolute_error: 0.3119, mean_prior_absolute_error: 0.363, weighted_recall: 0.7901, number_of_instances: 748, precision: 0.7668, predictive_accuracy: 0.7901, prior_entropy: 0.7916, relative_absolute_error: 0.8592, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.3978, root_relative_squared_error: 0.9341, unweighted_recall: 0.615,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7362, f_measure: 0.7567, kappa: 0.2833, kb_relative_information_score: 0.1078, mean_absolute_error: 0.31, mean_prior_absolute_error: 0.363, weighted_recall: 0.7848, number_of_instances: 748, precision: 0.7592, predictive_accuracy: 0.7848, prior_entropy: 0.7916, relative_absolute_error: 0.854, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.3933, root_relative_squared_error: 0.9236, unweighted_recall: 0.6173,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7219, f_measure: 0.7436, kappa: 0.245, kb_relative_information_score: 0.1172, mean_absolute_error: 0.3037, mean_prior_absolute_error: 0.363, weighted_recall: 0.7727, number_of_instances: 748, precision: 0.7422, predictive_accuracy: 0.7727, prior_entropy: 0.7916, relative_absolute_error: 0.8365, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.4022, root_relative_squared_error: 0.9444, unweighted_recall: 0.6017,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7353, f_measure: 0.7647, kappa: 0.3072, kb_relative_information_score: 0.1241, mean_absolute_error: 0.3043, mean_prior_absolute_error: 0.363, weighted_recall: 0.7914, number_of_instances: 748, precision: 0.7688, predictive_accuracy: 0.7914, prior_entropy: 0.7916, relative_absolute_error: 0.8381, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.3918, root_relative_squared_error: 0.9201, unweighted_recall: 0.6275,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7275, f_measure: 0.7535, kappa: 0.275, kb_relative_information_score: 0.1322, mean_absolute_error: 0.303, mean_prior_absolute_error: 0.363, weighted_recall: 0.7807, number_of_instances: 748, precision: 0.7539, predictive_accuracy: 0.7807, prior_entropy: 0.7916, relative_absolute_error: 0.8345, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.3964, root_relative_squared_error: 0.9308, unweighted_recall: 0.6147,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7386, f_measure: 0.7092, kappa: 0.1345, kb_relative_information_score: 0.1069, mean_absolute_error: 0.3127, mean_prior_absolute_error: 0.363, weighted_recall: 0.7607, number_of_instances: 748, precision: 0.7128, predictive_accuracy: 0.7607, prior_entropy: 0.7916, relative_absolute_error: 0.8613, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.3938, root_relative_squared_error: 0.9248, unweighted_recall: 0.5513,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7361, f_measure: 0.7662, kappa: 0.3089, kb_relative_information_score: 0.1022, mean_absolute_error: 0.309, mean_prior_absolute_error: 0.363, weighted_recall: 0.7968, number_of_instances: 748, precision: 0.7771, predictive_accuracy: 0.7968, prior_entropy: 0.7916, relative_absolute_error: 0.8512, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.3937, root_relative_squared_error: 0.9246, unweighted_recall: 0.6252,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7209, f_measure: 0.6963, kappa: 0.0958, kb_relative_information_score: 0.08, mean_absolute_error: 0.3146, mean_prior_absolute_error: 0.363, weighted_recall: 0.762, number_of_instances: 748, precision: 0.7098, predictive_accuracy: 0.762, prior_entropy: 0.7916, relative_absolute_error: 0.8666, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.4002, root_relative_squared_error: 0.9397, unweighted_recall: 0.5348,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.734, f_measure: 0.7267, kappa: 0.187, kb_relative_information_score: 0.0807, mean_absolute_error: 0.3114, mean_prior_absolute_error: 0.363, weighted_recall: 0.7741, number_of_instances: 748, precision: 0.7399, predictive_accuracy: 0.7741, prior_entropy: 0.7916, relative_absolute_error: 0.8578, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.3971, root_relative_squared_error: 0.9324, unweighted_recall: 0.5716,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7326, f_measure: 0.7412, kappa: 0.2314, kb_relative_information_score: 0.0987, mean_absolute_error: 0.3124, mean_prior_absolute_error: 0.363, weighted_recall: 0.7821, number_of_instances: 748, precision: 0.7545, predictive_accuracy: 0.7821, prior_entropy: 0.7916, relative_absolute_error: 0.8606, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.3952, root_relative_squared_error: 0.928, unweighted_recall: 0.5904,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7306, f_measure: 0.7124, kappa: 0.1438, kb_relative_information_score: 0.0763, mean_absolute_error: 0.3227, mean_prior_absolute_error: 0.363, weighted_recall: 0.7741, number_of_instances: 748, precision: 0.7438, predictive_accuracy: 0.7741, prior_entropy: 0.7916, relative_absolute_error: 0.8889, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.3969, root_relative_squared_error: 0.9319, unweighted_recall: 0.5523,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7202, f_measure: 0.7148, kappa: 0.1506, kb_relative_information_score: 0.0618, mean_absolute_error: 0.321, mean_prior_absolute_error: 0.363, weighted_recall: 0.7687, number_of_instances: 748, precision: 0.7285, predictive_accuracy: 0.7687, prior_entropy: 0.7916, relative_absolute_error: 0.8842, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.401, root_relative_squared_error: 0.9417, unweighted_recall: 0.5565,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7354, f_measure: 0.7709, kappa: 0.3323, kb_relative_information_score: 0.1169, mean_absolute_error: 0.3049, mean_prior_absolute_error: 0.363, weighted_recall: 0.7901, number_of_instances: 748, precision: 0.7692, predictive_accuracy: 0.7901, prior_entropy: 0.7916, relative_absolute_error: 0.8399, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.3958, root_relative_squared_error: 0.9295, unweighted_recall: 0.644,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.741, f_measure: 0.7748, kappa: 0.3367, kb_relative_information_score: 0.1069, mean_absolute_error: 0.3063, mean_prior_absolute_error: 0.363, weighted_recall: 0.8008, number_of_instances: 748, precision: 0.7822, predictive_accuracy: 0.8008, prior_entropy: 0.7916, relative_absolute_error: 0.8438, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.3924, root_relative_squared_error: 0.9214, unweighted_recall: 0.6394,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7283, f_measure: 0.7443, kappa: 0.2501, kb_relative_information_score: 0.1217, mean_absolute_error: 0.303, mean_prior_absolute_error: 0.363, weighted_recall: 0.7701, number_of_instances: 748, precision: 0.7406, predictive_accuracy: 0.7701, prior_entropy: 0.7916, relative_absolute_error: 0.8345, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.3995, root_relative_squared_error: 0.9381, unweighted_recall: 0.6057,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7376, f_measure: 0.7642, kappa: 0.3026, kb_relative_information_score: 0.1063, mean_absolute_error: 0.3065, mean_prior_absolute_error: 0.363, weighted_recall: 0.7955, number_of_instances: 748, precision: 0.7751, predictive_accuracy: 0.7955, prior_entropy: 0.7916, relative_absolute_error: 0.8443, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.3944, root_relative_squared_error: 0.9261, unweighted_recall: 0.6224,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7275, f_measure: 0.7595, kappa: 0.2927, kb_relative_information_score: 0.1091, mean_absolute_error: 0.3051, mean_prior_absolute_error: 0.363, weighted_recall: 0.7861, number_of_instances: 748, precision: 0.7614, predictive_accuracy: 0.7861, prior_entropy: 0.7916, relative_absolute_error: 0.8404, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.3982, root_relative_squared_error: 0.9351, unweighted_recall: 0.622,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7185, f_measure: 0.7065, kappa: 0.1263, kb_relative_information_score: 0.0746, mean_absolute_error: 0.3241, mean_prior_absolute_error: 0.363, weighted_recall: 0.7701, number_of_instances: 748, precision: 0.7328, predictive_accuracy: 0.7701, prior_entropy: 0.7916, relative_absolute_error: 0.8926, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.3985, root_relative_squared_error: 0.9357, unweighted_recall: 0.5458,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7088, f_measure: 0.7406, kappa: 0.2352, kb_relative_information_score: 0.1181, mean_absolute_error: 0.2978, mean_prior_absolute_error: 0.363, weighted_recall: 0.7714, number_of_instances: 748, precision: 0.7396, predictive_accuracy: 0.7714, prior_entropy: 0.7916, relative_absolute_error: 0.8202, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.4099, root_relative_squared_error: 0.9626, unweighted_recall: 0.5969,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6729, f_measure: 0.736, kappa: 0.2293, kb_relative_information_score: 0.1143, mean_absolute_error: 0.2927, mean_prior_absolute_error: 0.363, weighted_recall: 0.7594, number_of_instances: 748, precision: 0.7292, predictive_accuracy: 0.7594, prior_entropy: 0.7916, relative_absolute_error: 0.8062, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.4305, root_relative_squared_error: 1.0109, unweighted_recall: 0.5987,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4955, kb_relative_information_score: 0.0008, mean_absolute_error: 0.3627, mean_prior_absolute_error: 0.363, weighted_recall: 0.762, number_of_instances: 748, predictive_accuracy: 0.762, prior_entropy: 0.7916, relative_absolute_error: 0.999, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.4258, root_relative_squared_error: 1, unweighted_recall: 0.5,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4955, kb_relative_information_score: 0.0008, mean_absolute_error: 0.3627, mean_prior_absolute_error: 0.363, weighted_recall: 0.762, number_of_instances: 748, predictive_accuracy: 0.762, prior_entropy: 0.7916, relative_absolute_error: 0.999, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.4258, root_relative_squared_error: 1, unweighted_recall: 0.5,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7212, f_measure: 0.7502, kappa: 0.2675, kb_relative_information_score: 0.1304, mean_absolute_error: 0.2933, mean_prior_absolute_error: 0.363, weighted_recall: 0.7754, number_of_instances: 748, precision: 0.7478, predictive_accuracy: 0.7754, prior_entropy: 0.7916, relative_absolute_error: 0.808, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.4075, root_relative_squared_error: 0.9569, unweighted_recall: 0.6131,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7268, f_measure: 0.7353, kappa: 0.2239, kb_relative_information_score: 0.1073, mean_absolute_error: 0.3016, mean_prior_absolute_error: 0.363, weighted_recall: 0.762, number_of_instances: 748, precision: 0.7298, predictive_accuracy: 0.762, prior_entropy: 0.7916, relative_absolute_error: 0.8309, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.4085, root_relative_squared_error: 0.9594, unweighted_recall: 0.5947,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6907, f_measure: 0.7305, kappa: 0.2069, kb_relative_information_score: 0.0713, mean_absolute_error: 0.316, mean_prior_absolute_error: 0.363, weighted_recall: 0.7607, number_of_instances: 748, precision: 0.7254, predictive_accuracy: 0.7607, prior_entropy: 0.7916, relative_absolute_error: 0.8705, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.4116, root_relative_squared_error: 0.9665, unweighted_recall: 0.5861,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4955, kb_relative_information_score: 0.0008, mean_absolute_error: 0.3627, mean_prior_absolute_error: 0.363, weighted_recall: 0.762, number_of_instances: 748, predictive_accuracy: 0.762, prior_entropy: 0.7916, relative_absolute_error: 0.999, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.4258, root_relative_squared_error: 1, unweighted_recall: 0.5,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4955, kb_relative_information_score: 0.0008, mean_absolute_error: 0.3627, mean_prior_absolute_error: 0.363, weighted_recall: 0.762, number_of_instances: 748, predictive_accuracy: 0.762, prior_entropy: 0.7916, relative_absolute_error: 0.999, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.4258, root_relative_squared_error: 1, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6839, f_measure: 0.7325, kappa: 0.2121, kb_relative_information_score: 0.0656, mean_absolute_error: 0.3139, mean_prior_absolute_error: 0.363, weighted_recall: 0.7634, number_of_instances: 748, precision: 0.7286, predictive_accuracy: 0.7634, prior_entropy: 0.7916, relative_absolute_error: 0.8647, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.4174, root_relative_squared_error: 0.9801, unweighted_recall: 0.5878,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4955, kb_relative_information_score: 0.0008, mean_absolute_error: 0.3627, mean_prior_absolute_error: 0.363, weighted_recall: 0.762, number_of_instances: 748, predictive_accuracy: 0.762, prior_entropy: 0.7916, relative_absolute_error: 0.999, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.4258, root_relative_squared_error: 1, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7276, f_measure: 0.7619, kappa: 0.3028, kb_relative_information_score: 0.1231, mean_absolute_error: 0.2961, mean_prior_absolute_error: 0.363, weighted_recall: 0.7848, number_of_instances: 748, precision: 0.7609, predictive_accuracy: 0.7848, prior_entropy: 0.7916, relative_absolute_error: 0.8156, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.4045, root_relative_squared_error: 0.9499, unweighted_recall: 0.6289,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5161, f_measure: 0.6827, kappa: 0.0612, kb_relative_information_score: 0.0139, mean_absolute_error: 0.3561, mean_prior_absolute_error: 0.363, weighted_recall: 0.7674, number_of_instances: 748, precision: 0.7396, predictive_accuracy: 0.7674, prior_entropy: 0.7916, relative_absolute_error: 0.9808, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.4237, root_relative_squared_error: 0.9949, unweighted_recall: 0.5209,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6972, f_measure: 0.7282, kappa: 0.2061, kb_relative_information_score: 0.0565, mean_absolute_error: 0.318, mean_prior_absolute_error: 0.363, weighted_recall: 0.7527, number_of_instances: 748, precision: 0.7202, predictive_accuracy: 0.7527, prior_entropy: 0.7916, relative_absolute_error: 0.8758, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.4176, root_relative_squared_error: 0.9806, unweighted_recall: 0.5885,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7051, f_measure: 0.7763, kappa: 0.3494, kb_relative_information_score: 0.1231, mean_absolute_error: 0.2981, mean_prior_absolute_error: 0.363, weighted_recall: 0.7941, number_of_instances: 748, precision: 0.7747, predictive_accuracy: 0.7941, prior_entropy: 0.7916, relative_absolute_error: 0.8212, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.4082, root_relative_squared_error: 0.9587, unweighted_recall: 0.6524,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7056, f_measure: 0.7556, kappa: 0.2805, kb_relative_information_score: 0.1148, mean_absolute_error: 0.2991, mean_prior_absolute_error: 0.363, weighted_recall: 0.7834, number_of_instances: 748, precision: 0.7574, predictive_accuracy: 0.7834, prior_entropy: 0.7916, relative_absolute_error: 0.824, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.4093, root_relative_squared_error: 0.9613, unweighted_recall: 0.6164,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6928, f_measure: 0.7234, kappa: 0.1841, kb_relative_information_score: 0.0585, mean_absolute_error: 0.3196, mean_prior_absolute_error: 0.363, weighted_recall: 0.7567, number_of_instances: 748, precision: 0.7178, predictive_accuracy: 0.7567, prior_entropy: 0.7916, relative_absolute_error: 0.8803, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.4074, root_relative_squared_error: 0.9568, unweighted_recall: 0.5757,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6882, f_measure: 0.7314, kappa: 0.2116, kb_relative_information_score: 0.0977, mean_absolute_error: 0.3002, mean_prior_absolute_error: 0.363, weighted_recall: 0.7594, number_of_instances: 748, precision: 0.7254, predictive_accuracy: 0.7594, prior_entropy: 0.7916, relative_absolute_error: 0.8268, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.4207, root_relative_squared_error: 0.988, unweighted_recall: 0.589,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.582, f_measure: 0.6732, kappa: 0.0367, kb_relative_information_score: -0.0096, mean_absolute_error: 0.3515, mean_prior_absolute_error: 0.363, weighted_recall: 0.766, number_of_instances: 748, precision: 0.7541, predictive_accuracy: 0.766, prior_entropy: 0.7916, relative_absolute_error: 0.9683, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.4213, root_relative_squared_error: 0.9895, unweighted_recall: 0.5123,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7134, f_measure: 0.7576, kappa: 0.2919, kb_relative_information_score: 0.1244, mean_absolute_error: 0.3001, mean_prior_absolute_error: 0.363, weighted_recall: 0.7794, number_of_instances: 748, precision: 0.7547, predictive_accuracy: 0.7794, prior_entropy: 0.7916, relative_absolute_error: 0.8265, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.4025, root_relative_squared_error: 0.9451, unweighted_recall: 0.6254,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6703, f_measure: 0.7104, kappa: 0.1588, kb_relative_information_score: 0.0569, mean_absolute_error: 0.3086, mean_prior_absolute_error: 0.363, weighted_recall: 0.7326, number_of_instances: 748, precision: 0.6994, predictive_accuracy: 0.7326, prior_entropy: 0.7916, relative_absolute_error: 0.8502, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.4449, root_relative_squared_error: 1.0447, unweighted_recall: 0.5696,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4955, kb_relative_information_score: 0.0008, mean_absolute_error: 0.3627, mean_prior_absolute_error: 0.363, weighted_recall: 0.762, number_of_instances: 748, predictive_accuracy: 0.762, prior_entropy: 0.7916, relative_absolute_error: 0.999, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.4258, root_relative_squared_error: 1, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7119, f_measure: 0.771, kappa: 0.3286, kb_relative_information_score: 0.1242, mean_absolute_error: 0.296, mean_prior_absolute_error: 0.363, weighted_recall: 0.7941, number_of_instances: 748, precision: 0.773, predictive_accuracy: 0.7941, prior_entropy: 0.7916, relative_absolute_error: 0.8154, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.4084, root_relative_squared_error: 0.959, unweighted_recall: 0.6389,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6899, f_measure: 0.7293, kappa: 0.1951, kb_relative_information_score: 0.0864, mean_absolute_error: 0.3163, mean_prior_absolute_error: 0.363, weighted_recall: 0.7741, number_of_instances: 748, precision: 0.74, predictive_accuracy: 0.7741, prior_entropy: 0.7916, relative_absolute_error: 0.8713, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.4114, root_relative_squared_error: 0.966, unweighted_recall: 0.5755,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6739, f_measure: 0.7437, kappa: 0.2416, kb_relative_information_score: 0.0986, mean_absolute_error: 0.3059, mean_prior_absolute_error: 0.363, weighted_recall: 0.7781, number_of_instances: 748, precision: 0.7481, predictive_accuracy: 0.7781, prior_entropy: 0.7916, relative_absolute_error: 0.8426, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.4176, root_relative_squared_error: 0.9806, unweighted_recall: 0.5975,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6535, f_measure: 0.7334, kappa: 0.2178, kb_relative_information_score: 0.0381, mean_absolute_error: 0.3176, mean_prior_absolute_error: 0.363, weighted_recall: 0.7607, number_of_instances: 748, precision: 0.7276, predictive_accuracy: 0.7607, prior_entropy: 0.7916, relative_absolute_error: 0.8749, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.4423, root_relative_squared_error: 1.0386, unweighted_recall: 0.5918,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6625, f_measure: 0.7135, kappa: 0.1512, kb_relative_information_score: 0.0558, mean_absolute_error: 0.3285, mean_prior_absolute_error: 0.363, weighted_recall: 0.754, number_of_instances: 748, precision: 0.7086, predictive_accuracy: 0.754, prior_entropy: 0.7916, relative_absolute_error: 0.9049, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.4179, root_relative_squared_error: 0.9814, unweighted_recall: 0.5604,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.709, f_measure: 0.7235, kappa: 0.1774, kb_relative_information_score: 0.0699, mean_absolute_error: 0.3203, mean_prior_absolute_error: 0.363, weighted_recall: 0.7714, number_of_instances: 748, precision: 0.7346, predictive_accuracy: 0.7714, prior_entropy: 0.7916, relative_absolute_error: 0.8823, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.4008, root_relative_squared_error: 0.9411, unweighted_recall: 0.568,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7279, f_measure: 0.7462, kappa: 0.2561, kb_relative_information_score: 0.1038, mean_absolute_error: 0.3036, mean_prior_absolute_error: 0.363, weighted_recall: 0.7714, number_of_instances: 748, precision: 0.7427, predictive_accuracy: 0.7714, prior_entropy: 0.7916, relative_absolute_error: 0.8363, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.4034, root_relative_squared_error: 0.9473, unweighted_recall: 0.6085,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4955, kb_relative_information_score: 0.0008, mean_absolute_error: 0.3627, mean_prior_absolute_error: 0.363, weighted_recall: 0.762, number_of_instances: 748, predictive_accuracy: 0.762, prior_entropy: 0.7916, relative_absolute_error: 0.999, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.4258, root_relative_squared_error: 1, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6762, f_measure: 0.6817, kappa: 0.0524, kb_relative_information_score: 0.023, mean_absolute_error: 0.3311, mean_prior_absolute_error: 0.363, weighted_recall: 0.7393, number_of_instances: 748, precision: 0.6674, predictive_accuracy: 0.7393, prior_entropy: 0.7916, relative_absolute_error: 0.912, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.4155, root_relative_squared_error: 0.9758, unweighted_recall: 0.5199,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7137, f_measure: 0.7592, kappa: 0.2982, kb_relative_information_score: 0.1111, mean_absolute_error: 0.3019, mean_prior_absolute_error: 0.363, weighted_recall: 0.7794, number_of_instances: 748, precision: 0.7557, predictive_accuracy: 0.7794, prior_entropy: 0.7916, relative_absolute_error: 0.8317, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.403, root_relative_squared_error: 0.9463, unweighted_recall: 0.6292,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4955, kb_relative_information_score: 0.0008, mean_absolute_error: 0.3627, mean_prior_absolute_error: 0.363, weighted_recall: 0.762, number_of_instances: 748, predictive_accuracy: 0.762, prior_entropy: 0.7916, relative_absolute_error: 0.999, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.4258, root_relative_squared_error: 1, unweighted_recall: 0.5,

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

In supervised classification, you are given an input dataset in which instances are labeled with a certain class. The goal is to build a model that predicts the class for future unlabeled instances. The model is evaluated using a train-test procedure, e.g. cross-validation.

To make results by different users comparable, you are given the exact train-test folds to be used, and you need to return at least the predictions generated by your model for each of the test instances. OpenML will use these predictions to calculate a range of evaluation measures on the server.

You can also upload your own evaluation measures, provided that the code for doing so is available from the implementation used. For extremely large datasets, it may be infeasible to upload all predictions. In those cases, you need to compute and provide the evaluations yourself.

Optionally, you can upload the model trained on all the input data. There is no restriction on the file format, but please use a well-known format or PMML.

Given inputs

Expected outputs

evaluations A list of user-defined evaluations of the task as key-value pairs. KeyValue (optional)
model A file containing the model built on all the input data. File (optional)
predictions The desired output format Predictions (optional)

How to submit runs

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Use one of our APIs to download data from OpenML and upload your results

OpenML APIs