OpenML
Supervised Classification on blood-transfusion-service-center

Supervised Classification on blood-transfusion-service-center

Task 10101 Supervised Classification blood-transfusion-service-center 387155 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: 0.5104, f_measure: 0.6709, kappa: 0.0311, kb_relative_information_score: 0.2729, mean_absolute_error: 0.234, mean_prior_absolute_error: 0.363, number_of_instances: 748, precision: 0.7739, predictive_accuracy: 0.766, prior_entropy: 0.7916, recall: 0.766, relative_absolute_error: 0.6444, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.4837, root_relative_squared_error: 1.1359,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5047, f_measure: 0.6647, kappa: 0.0143, kb_relative_information_score: 0.2646, mean_absolute_error: 0.2366, mean_prior_absolute_error: 0.363, number_of_instances: 748, precision: 0.7407, predictive_accuracy: 0.7634, prior_entropy: 0.7916, recall: 0.7634, relative_absolute_error: 0.6518, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.4864, root_relative_squared_error: 1.1423,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 0.2604, mean_absolute_error: 0.238, mean_prior_absolute_error: 0.363, number_of_instances: 748, predictive_accuracy: 0.762, prior_entropy: 0.7916, recall: 0.762, relative_absolute_error: 0.6555, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.4878, root_relative_squared_error: 1.1455,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 0.2604, mean_absolute_error: 0.238, mean_prior_absolute_error: 0.363, number_of_instances: 748, predictive_accuracy: 0.762, prior_entropy: 0.7916, recall: 0.762, relative_absolute_error: 0.6555, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.4878, root_relative_squared_error: 1.1455,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6291, f_measure: 0.7605, kappa: 0.3005, kb_relative_information_score: 0.3228, mean_absolute_error: 0.2179, mean_prior_absolute_error: 0.363, number_of_instances: 748, precision: 0.7582, predictive_accuracy: 0.7821, prior_entropy: 0.7916, recall: 0.7821, relative_absolute_error: 0.6002, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.4668, root_relative_squared_error: 1.0962,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6215, f_measure: 0.756, kappa: 0.2855, kb_relative_information_score: 0.3144, mean_absolute_error: 0.2206, mean_prior_absolute_error: 0.363, number_of_instances: 748, precision: 0.7538, predictive_accuracy: 0.7794, prior_entropy: 0.7916, recall: 0.7794, relative_absolute_error: 0.6076, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.4697, root_relative_squared_error: 1.1029,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6215, f_measure: 0.756, kappa: 0.2855, kb_relative_information_score: 0.3144, mean_absolute_error: 0.2206, mean_prior_absolute_error: 0.363, number_of_instances: 748, precision: 0.7538, predictive_accuracy: 0.7794, prior_entropy: 0.7916, recall: 0.7794, relative_absolute_error: 0.6076, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.4697, root_relative_squared_error: 1.1029,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5075, f_measure: 0.6678, kappa: 0.0227, kb_relative_information_score: 0.2687, mean_absolute_error: 0.2353, mean_prior_absolute_error: 0.363, number_of_instances: 748, precision: 0.7613, predictive_accuracy: 0.7647, prior_entropy: 0.7916, recall: 0.7647, relative_absolute_error: 0.6481, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.4851, root_relative_squared_error: 1.1391,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5132, f_measure: 0.6739, kappa: 0.0394, kb_relative_information_score: 0.277, mean_absolute_error: 0.2326, mean_prior_absolute_error: 0.363, number_of_instances: 748, precision: 0.7827, predictive_accuracy: 0.7674, prior_entropy: 0.7916, recall: 0.7674, relative_absolute_error: 0.6407, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.4823, root_relative_squared_error: 1.1326,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5247, f_measure: 0.6537, kappa: 0.0489, kb_relative_information_score: -0.0803, mean_absolute_error: 0.3476, mean_prior_absolute_error: 0.363, number_of_instances: 748, precision: 0.6551, predictive_accuracy: 0.6524, prior_entropy: 0.7916, recall: 0.6524, relative_absolute_error: 0.9574, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.5896, root_relative_squared_error: 1.3845,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5897, f_measure: 0.7394, kappa: 0.2268, kb_relative_information_score: 0.3103, mean_absolute_error: 0.2219, mean_prior_absolute_error: 0.363, number_of_instances: 748, precision: 0.7474, predictive_accuracy: 0.7781, prior_entropy: 0.7916, recall: 0.7781, relative_absolute_error: 0.6113, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.4711, root_relative_squared_error: 1.1063,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.533, f_measure: 0.6948, kappa: 0.0958, kb_relative_information_score: 0.2978, mean_absolute_error: 0.2259, mean_prior_absolute_error: 0.363, number_of_instances: 748, precision: 0.772, predictive_accuracy: 0.7741, prior_entropy: 0.7916, recall: 0.7741, relative_absolute_error: 0.6223, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.4753, root_relative_squared_error: 1.1162,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.595, f_measure: 0.7454, kappa: 0.2436, kb_relative_information_score: 0.3352, mean_absolute_error: 0.2139, mean_prior_absolute_error: 0.363, number_of_instances: 748, precision: 0.7619, predictive_accuracy: 0.7861, prior_entropy: 0.7916, recall: 0.7861, relative_absolute_error: 0.5892, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.4625, root_relative_squared_error: 1.0861,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6231, f_measure: 0.7593, kappa: 0.2932, kb_relative_information_score: 0.3311, mean_absolute_error: 0.2152, mean_prior_absolute_error: 0.363, number_of_instances: 748, precision: 0.7599, predictive_accuracy: 0.7848, prior_entropy: 0.7916, recall: 0.7848, relative_absolute_error: 0.5929, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.4639, root_relative_squared_error: 1.0895,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5911, f_measure: 0.7431, kappa: 0.2361, kb_relative_information_score: 0.3352, mean_absolute_error: 0.2139, mean_prior_absolute_error: 0.363, number_of_instances: 748, precision: 0.7628, predictive_accuracy: 0.7861, prior_entropy: 0.7916, recall: 0.7861, relative_absolute_error: 0.5892, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.4625, root_relative_squared_error: 1.0861,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 0.2604, mean_absolute_error: 0.238, mean_prior_absolute_error: 0.363, number_of_instances: 748, predictive_accuracy: 0.762, prior_entropy: 0.7916, recall: 0.762, relative_absolute_error: 0.6555, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.4878, root_relative_squared_error: 1.1455,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5329, f_measure: 0.6601, kappa: 0.0654, kb_relative_information_score: -0.0595, mean_absolute_error: 0.3409, mean_prior_absolute_error: 0.363, number_of_instances: 748, precision: 0.6611, predictive_accuracy: 0.6591, prior_entropy: 0.7916, recall: 0.6591, relative_absolute_error: 0.939, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.5839, root_relative_squared_error: 1.3711,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5335, f_measure: 0.6954, kappa: 0.0942, kb_relative_information_score: 0.2729, mean_absolute_error: 0.234, mean_prior_absolute_error: 0.363, number_of_instances: 748, precision: 0.7216, predictive_accuracy: 0.766, prior_entropy: 0.7916, recall: 0.766, relative_absolute_error: 0.6444, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.4837, root_relative_squared_error: 1.1359,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5229, f_measure: 0.6517, kappa: 0.0453, kb_relative_information_score: -0.0886, mean_absolute_error: 0.3503, mean_prior_absolute_error: 0.363, number_of_instances: 748, precision: 0.6538, predictive_accuracy: 0.6497, prior_entropy: 0.7916, recall: 0.6497, relative_absolute_error: 0.9648, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.5918, root_relative_squared_error: 1.3898,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6364, f_measure: 0.7664, kappa: 0.3177, kb_relative_information_score: 0.3394, mean_absolute_error: 0.2126, mean_prior_absolute_error: 0.363, number_of_instances: 748, precision: 0.7651, predictive_accuracy: 0.7874, prior_entropy: 0.7916, recall: 0.7874, relative_absolute_error: 0.5855, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.461, root_relative_squared_error: 1.0827,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 0.2604, mean_absolute_error: 0.238, mean_prior_absolute_error: 0.363, number_of_instances: 748, predictive_accuracy: 0.762, prior_entropy: 0.7916, recall: 0.762, relative_absolute_error: 0.6555, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.4878, root_relative_squared_error: 1.1455,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6078, f_measure: 0.7508, kappa: 0.2641, kb_relative_information_score: 0.3228, mean_absolute_error: 0.2179, mean_prior_absolute_error: 0.363, number_of_instances: 748, precision: 0.7547, predictive_accuracy: 0.7821, prior_entropy: 0.7916, recall: 0.7821, relative_absolute_error: 0.6002, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.4668, root_relative_squared_error: 1.0962,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5334, f_measure: 0.6952, kappa: 0.0947, kb_relative_information_score: 0.2812, mean_absolute_error: 0.2313, mean_prior_absolute_error: 0.363, number_of_instances: 748, precision: 0.733, predictive_accuracy: 0.7687, prior_entropy: 0.7916, recall: 0.7687, relative_absolute_error: 0.6371, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.4809, root_relative_squared_error: 1.1293,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5349, f_measure: 0.6967, kappa: 0.1009, kb_relative_information_score: 0.2978, mean_absolute_error: 0.2259, mean_prior_absolute_error: 0.363, number_of_instances: 748, precision: 0.7659, predictive_accuracy: 0.7741, prior_entropy: 0.7916, recall: 0.7741, relative_absolute_error: 0.6223, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.4753, root_relative_squared_error: 1.1162,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.533, f_measure: 0.6948, kappa: 0.0958, kb_relative_information_score: 0.2978, mean_absolute_error: 0.2259, mean_prior_absolute_error: 0.363, number_of_instances: 748, precision: 0.772, predictive_accuracy: 0.7741, prior_entropy: 0.7916, recall: 0.7741, relative_absolute_error: 0.6223, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.4753, root_relative_squared_error: 1.1162,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6192, f_measure: 0.7576, kappa: 0.2866, kb_relative_information_score: 0.3311, mean_absolute_error: 0.2152, mean_prior_absolute_error: 0.363, number_of_instances: 748, precision: 0.7594, predictive_accuracy: 0.7848, prior_entropy: 0.7916, recall: 0.7848, relative_absolute_error: 0.5929, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.4639, root_relative_squared_error: 1.0895,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6241, f_measure: 0.7591, kappa: 0.2937, kb_relative_information_score: 0.3269, mean_absolute_error: 0.2166, mean_prior_absolute_error: 0.363, number_of_instances: 748, precision: 0.7586, predictive_accuracy: 0.7834, prior_entropy: 0.7916, recall: 0.7834, relative_absolute_error: 0.5966, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.4654, root_relative_squared_error: 1.0928,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4991, f_measure: 0.6585, kappa: -0.0027, kb_relative_information_score: 0.2563, mean_absolute_error: 0.2393, mean_prior_absolute_error: 0.363, number_of_instances: 748, precision: 0.5805, predictive_accuracy: 0.7607, prior_entropy: 0.7916, recall: 0.7607, relative_absolute_error: 0.6592, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.4892, root_relative_squared_error: 1.1488,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5132, f_measure: 0.6739, kappa: 0.0394, kb_relative_information_score: 0.277, mean_absolute_error: 0.2326, mean_prior_absolute_error: 0.363, number_of_instances: 748, precision: 0.7827, predictive_accuracy: 0.7674, prior_entropy: 0.7916, recall: 0.7674, relative_absolute_error: 0.6407, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.4823, root_relative_squared_error: 1.1326,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 0.2604, mean_absolute_error: 0.238, mean_prior_absolute_error: 0.363, number_of_instances: 748, predictive_accuracy: 0.762, prior_entropy: 0.7916, recall: 0.762, relative_absolute_error: 0.6555, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.4878, root_relative_squared_error: 1.1455,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 0.2604, mean_absolute_error: 0.238, mean_prior_absolute_error: 0.363, number_of_instances: 748, predictive_accuracy: 0.762, prior_entropy: 0.7916, recall: 0.762, relative_absolute_error: 0.6555, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.4878, root_relative_squared_error: 1.1455,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 0.2604, mean_absolute_error: 0.238, mean_prior_absolute_error: 0.363, number_of_instances: 748, predictive_accuracy: 0.762, prior_entropy: 0.7916, recall: 0.762, relative_absolute_error: 0.6555, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.4878, root_relative_squared_error: 1.1455,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 0.2604, mean_absolute_error: 0.238, mean_prior_absolute_error: 0.363, number_of_instances: 748, predictive_accuracy: 0.762, prior_entropy: 0.7916, recall: 0.762, relative_absolute_error: 0.6555, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.4878, root_relative_squared_error: 1.1455,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 0.2604, mean_absolute_error: 0.238, mean_prior_absolute_error: 0.363, number_of_instances: 748, predictive_accuracy: 0.762, prior_entropy: 0.7916, recall: 0.762, relative_absolute_error: 0.6555, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.4878, root_relative_squared_error: 1.1455,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 0.2604, mean_absolute_error: 0.238, mean_prior_absolute_error: 0.363, number_of_instances: 748, predictive_accuracy: 0.762, prior_entropy: 0.7916, recall: 0.762, relative_absolute_error: 0.6555, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.4878, root_relative_squared_error: 1.1455,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6278, f_measure: 0.7621, kappa: 0.3024, kb_relative_information_score: 0.3352, mean_absolute_error: 0.2139, mean_prior_absolute_error: 0.363, number_of_instances: 748, precision: 0.7622, predictive_accuracy: 0.7861, prior_entropy: 0.7916, recall: 0.7861, relative_absolute_error: 0.5892, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.4625, root_relative_squared_error: 1.0861,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 0.2604, mean_absolute_error: 0.238, mean_prior_absolute_error: 0.363, number_of_instances: 748, predictive_accuracy: 0.762, prior_entropy: 0.7916, recall: 0.762, relative_absolute_error: 0.6555, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.4878, root_relative_squared_error: 1.1455,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4982, f_measure: 0.6578, kappa: -0.0053, kb_relative_information_score: 0.2521, mean_absolute_error: 0.2406, mean_prior_absolute_error: 0.363, number_of_instances: 748, precision: 0.5802, predictive_accuracy: 0.7594, prior_entropy: 0.7916, recall: 0.7594, relative_absolute_error: 0.6628, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.4906, root_relative_squared_error: 1.152,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5302, f_measure: 0.692, kappa: 0.0879, kb_relative_information_score: 0.2937, mean_absolute_error: 0.2273, mean_prior_absolute_error: 0.363, number_of_instances: 748, precision: 0.7677, predictive_accuracy: 0.7727, prior_entropy: 0.7916, recall: 0.7727, relative_absolute_error: 0.626, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.4767, root_relative_squared_error: 1.1195,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5019, f_measure: 0.6616, kappa: 0.0059, kb_relative_information_score: 0.2604, mean_absolute_error: 0.238, mean_prior_absolute_error: 0.363, number_of_instances: 748, precision: 0.7002, predictive_accuracy: 0.762, prior_entropy: 0.7916, recall: 0.762, relative_absolute_error: 0.6555, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.4878, root_relative_squared_error: 1.1455,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5132, f_measure: 0.6739, kappa: 0.0394, kb_relative_information_score: 0.277, mean_absolute_error: 0.2326, mean_prior_absolute_error: 0.363, number_of_instances: 748, precision: 0.7827, predictive_accuracy: 0.7674, prior_entropy: 0.7916, recall: 0.7674, relative_absolute_error: 0.6407, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.4823, root_relative_squared_error: 1.1326,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5104, f_measure: 0.6709, kappa: 0.0311, kb_relative_information_score: 0.2729, mean_absolute_error: 0.234, mean_prior_absolute_error: 0.363, number_of_instances: 748, precision: 0.7739, predictive_accuracy: 0.766, prior_entropy: 0.7916, recall: 0.766, relative_absolute_error: 0.6444, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.4837, root_relative_squared_error: 1.1359,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5362, f_measure: 0.6979, kappa: 0.1024, kb_relative_information_score: 0.2854, mean_absolute_error: 0.2299, mean_prior_absolute_error: 0.363, number_of_instances: 748, precision: 0.7375, predictive_accuracy: 0.7701, prior_entropy: 0.7916, recall: 0.7701, relative_absolute_error: 0.6334, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.4795, root_relative_squared_error: 1.1261,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 0.2604, mean_absolute_error: 0.238, mean_prior_absolute_error: 0.363, number_of_instances: 748, predictive_accuracy: 0.762, prior_entropy: 0.7916, recall: 0.762, relative_absolute_error: 0.6555, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.4878, root_relative_squared_error: 1.1455,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 0.2604, mean_absolute_error: 0.238, mean_prior_absolute_error: 0.363, number_of_instances: 748, predictive_accuracy: 0.762, prior_entropy: 0.7916, recall: 0.762, relative_absolute_error: 0.6555, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.4878, root_relative_squared_error: 1.1455,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4991, f_measure: 0.6585, kappa: -0.0027, kb_relative_information_score: 0.2563, mean_absolute_error: 0.2393, mean_prior_absolute_error: 0.363, number_of_instances: 748, precision: 0.5805, predictive_accuracy: 0.7607, prior_entropy: 0.7916, recall: 0.7607, relative_absolute_error: 0.6592, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.4892, root_relative_squared_error: 1.1488,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5132, f_measure: 0.6739, kappa: 0.0394, kb_relative_information_score: 0.277, mean_absolute_error: 0.2326, mean_prior_absolute_error: 0.363, number_of_instances: 748, precision: 0.7827, predictive_accuracy: 0.7674, prior_entropy: 0.7916, recall: 0.7674, relative_absolute_error: 0.6407, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.4823, root_relative_squared_error: 1.1326,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6254, f_measure: 0.7576, kappa: 0.2919, kb_relative_information_score: 0.3144, mean_absolute_error: 0.2206, mean_prior_absolute_error: 0.363, number_of_instances: 748, precision: 0.7547, predictive_accuracy: 0.7794, prior_entropy: 0.7916, recall: 0.7794, relative_absolute_error: 0.6076, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.4697, root_relative_squared_error: 1.1029,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5311, f_measure: 0.6928, kappa: 0.0907, kb_relative_information_score: 0.2978, mean_absolute_error: 0.2259, mean_prior_absolute_error: 0.363, number_of_instances: 748, precision: 0.7798, predictive_accuracy: 0.7741, prior_entropy: 0.7916, recall: 0.7741, relative_absolute_error: 0.6223, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.4753, root_relative_squared_error: 1.1162,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5104, f_measure: 0.6709, kappa: 0.0311, kb_relative_information_score: 0.2729, mean_absolute_error: 0.234, mean_prior_absolute_error: 0.363, number_of_instances: 748, precision: 0.7739, predictive_accuracy: 0.766, prior_entropy: 0.7916, recall: 0.766, relative_absolute_error: 0.6444, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.4837, root_relative_squared_error: 1.1359,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4982, f_measure: 0.6578, kappa: -0.0053, kb_relative_information_score: 0.2521, mean_absolute_error: 0.2406, mean_prior_absolute_error: 0.363, number_of_instances: 748, precision: 0.5802, predictive_accuracy: 0.7594, prior_entropy: 0.7916, recall: 0.7594, relative_absolute_error: 0.6628, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.4906, root_relative_squared_error: 1.152,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5095, f_measure: 0.6702, kappa: 0.0284, kb_relative_information_score: 0.2687, mean_absolute_error: 0.2353, mean_prior_absolute_error: 0.363, number_of_instances: 748, precision: 0.742, predictive_accuracy: 0.7647, prior_entropy: 0.7916, recall: 0.7647, relative_absolute_error: 0.6481, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.4851, root_relative_squared_error: 1.1391,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6184, f_measure: 0.7565, kappa: 0.2839, kb_relative_information_score: 0.3269, mean_absolute_error: 0.2166, mean_prior_absolute_error: 0.363, number_of_instances: 748, precision: 0.7577, predictive_accuracy: 0.7834, prior_entropy: 0.7916, recall: 0.7834, relative_absolute_error: 0.5966, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.4654, root_relative_squared_error: 1.0928,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5104, f_measure: 0.6709, kappa: 0.0311, kb_relative_information_score: 0.2729, mean_absolute_error: 0.234, mean_prior_absolute_error: 0.363, number_of_instances: 748, precision: 0.7739, predictive_accuracy: 0.766, prior_entropy: 0.7916, recall: 0.766, relative_absolute_error: 0.6444, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.4837, root_relative_squared_error: 1.1359,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5104, f_measure: 0.6709, kappa: 0.0311, kb_relative_information_score: 0.2729, mean_absolute_error: 0.234, mean_prior_absolute_error: 0.363, number_of_instances: 748, precision: 0.7739, predictive_accuracy: 0.766, prior_entropy: 0.7916, recall: 0.766, relative_absolute_error: 0.6444, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.4837, root_relative_squared_error: 1.1359,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5362, f_measure: 0.6979, kappa: 0.1024, kb_relative_information_score: 0.2854, mean_absolute_error: 0.2299, mean_prior_absolute_error: 0.363, number_of_instances: 748, precision: 0.7375, predictive_accuracy: 0.7701, prior_entropy: 0.7916, recall: 0.7701, relative_absolute_error: 0.6334, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.4795, root_relative_squared_error: 1.1261,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 0.2604, mean_absolute_error: 0.238, mean_prior_absolute_error: 0.363, number_of_instances: 748, predictive_accuracy: 0.762, prior_entropy: 0.7916, recall: 0.762, relative_absolute_error: 0.6555, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.4878, root_relative_squared_error: 1.1455,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5939, f_measure: 0.7453, kappa: 0.2427, kb_relative_information_score: 0.3394, mean_absolute_error: 0.2126, mean_prior_absolute_error: 0.363, number_of_instances: 748, precision: 0.765, predictive_accuracy: 0.7874, prior_entropy: 0.7916, recall: 0.7874, relative_absolute_error: 0.5855, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.461, root_relative_squared_error: 1.0827,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5151, f_measure: 0.6762, kappa: 0.045, kb_relative_information_score: 0.277, mean_absolute_error: 0.2326, mean_prior_absolute_error: 0.363, number_of_instances: 748, precision: 0.7634, predictive_accuracy: 0.7674, prior_entropy: 0.7916, recall: 0.7674, relative_absolute_error: 0.6407, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.4823, root_relative_squared_error: 1.1326,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5517, f_measure: 0.6861, kappa: 0.1099, kb_relative_information_score: 0.0568, mean_absolute_error: 0.3035, mean_prior_absolute_error: 0.363, number_of_instances: 748, precision: 0.6778, predictive_accuracy: 0.6965, prior_entropy: 0.7916, recall: 0.6965, relative_absolute_error: 0.8359, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.5509, root_relative_squared_error: 1.2936,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 0.2604, mean_absolute_error: 0.238, mean_prior_absolute_error: 0.363, number_of_instances: 748, predictive_accuracy: 0.762, prior_entropy: 0.7916, recall: 0.762, relative_absolute_error: 0.6555, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.4878, root_relative_squared_error: 1.1455,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4982, f_measure: 0.6578, kappa: -0.0053, kb_relative_information_score: 0.2521, mean_absolute_error: 0.2406, mean_prior_absolute_error: 0.363, number_of_instances: 748, precision: 0.5802, predictive_accuracy: 0.7594, prior_entropy: 0.7916, recall: 0.7594, relative_absolute_error: 0.6628, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.4906, root_relative_squared_error: 1.152,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 0.2604, mean_absolute_error: 0.238, mean_prior_absolute_error: 0.363, number_of_instances: 748, predictive_accuracy: 0.762, prior_entropy: 0.7916, recall: 0.762, relative_absolute_error: 0.6555, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.4878, root_relative_squared_error: 1.1455,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4982, f_measure: 0.6578, kappa: -0.0053, kb_relative_information_score: 0.2521, mean_absolute_error: 0.2406, mean_prior_absolute_error: 0.363, number_of_instances: 748, precision: 0.5802, predictive_accuracy: 0.7594, prior_entropy: 0.7916, recall: 0.7594, relative_absolute_error: 0.6628, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.4906, root_relative_squared_error: 1.152,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.54, f_measure: 0.7015, kappa: 0.1121, kb_relative_information_score: 0.2854, mean_absolute_error: 0.2299, mean_prior_absolute_error: 0.363, number_of_instances: 748, precision: 0.735, predictive_accuracy: 0.7701, prior_entropy: 0.7916, recall: 0.7701, relative_absolute_error: 0.6334, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.4795, root_relative_squared_error: 1.1261,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5381, f_measure: 0.6997, kappa: 0.1073, kb_relative_information_score: 0.2854, mean_absolute_error: 0.2299, mean_prior_absolute_error: 0.363, number_of_instances: 748, precision: 0.7361, predictive_accuracy: 0.7701, prior_entropy: 0.7916, recall: 0.7701, relative_absolute_error: 0.6334, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.4795, root_relative_squared_error: 1.1261,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.604, f_measure: 0.7488, kappa: 0.2571, kb_relative_information_score: 0.3228, mean_absolute_error: 0.2179, mean_prior_absolute_error: 0.363, number_of_instances: 748, precision: 0.7544, predictive_accuracy: 0.7821, prior_entropy: 0.7916, recall: 0.7821, relative_absolute_error: 0.6002, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.4668, root_relative_squared_error: 1.0962,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4982, f_measure: 0.6578, kappa: -0.0053, kb_relative_information_score: 0.2521, mean_absolute_error: 0.2406, mean_prior_absolute_error: 0.363, number_of_instances: 748, precision: 0.5802, predictive_accuracy: 0.7594, prior_entropy: 0.7916, recall: 0.7594, relative_absolute_error: 0.6628, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.4906, root_relative_squared_error: 1.152,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6321, f_measure: 0.761, kappa: 0.304, kb_relative_information_score: 0.3186, mean_absolute_error: 0.2193, mean_prior_absolute_error: 0.363, number_of_instances: 748, precision: 0.7576, predictive_accuracy: 0.7807, prior_entropy: 0.7916, recall: 0.7807, relative_absolute_error: 0.6039, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.4682, root_relative_squared_error: 1.0996,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5153, f_measure: 0.6769, kappa: 0.045, kb_relative_information_score: 0.2687, mean_absolute_error: 0.2353, mean_prior_absolute_error: 0.363, number_of_instances: 748, precision: 0.7238, predictive_accuracy: 0.7647, prior_entropy: 0.7916, recall: 0.7647, relative_absolute_error: 0.6481, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.4851, root_relative_squared_error: 1.1391,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4146, f_measure: 0.5768, kappa: -0.1725, kb_relative_information_score: -0.3088, mean_absolute_error: 0.4211, mean_prior_absolute_error: 0.363, number_of_instances: 748, precision: 0.5747, predictive_accuracy: 0.5789, prior_entropy: 0.7916, recall: 0.5789, relative_absolute_error: 1.16, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.6489, root_relative_squared_error: 1.5239,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5381, f_measure: 0.6997, kappa: 0.1073, kb_relative_information_score: 0.2854, mean_absolute_error: 0.2299, mean_prior_absolute_error: 0.363, number_of_instances: 748, precision: 0.7361, predictive_accuracy: 0.7701, prior_entropy: 0.7916, recall: 0.7701, relative_absolute_error: 0.6334, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.4795, root_relative_squared_error: 1.1261,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5104, f_measure: 0.6709, kappa: 0.0311, kb_relative_information_score: 0.2729, mean_absolute_error: 0.234, mean_prior_absolute_error: 0.363, number_of_instances: 748, precision: 0.7739, predictive_accuracy: 0.766, prior_entropy: 0.7916, recall: 0.766, relative_absolute_error: 0.6444, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.4837, root_relative_squared_error: 1.1359,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6166, f_measure: 0.7544, kappa: 0.2784, kb_relative_information_score: 0.3186, mean_absolute_error: 0.2193, mean_prior_absolute_error: 0.363, number_of_instances: 748, precision: 0.7543, predictive_accuracy: 0.7807, prior_entropy: 0.7916, recall: 0.7807, relative_absolute_error: 0.6039, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.4682, root_relative_squared_error: 1.0996,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6226, f_measure: 0.7557, kappa: 0.286, kb_relative_information_score: 0.3103, mean_absolute_error: 0.2219, mean_prior_absolute_error: 0.363, number_of_instances: 748, precision: 0.7528, predictive_accuracy: 0.7781, prior_entropy: 0.7916, recall: 0.7781, relative_absolute_error: 0.6113, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.4711, root_relative_squared_error: 1.1063,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6022, f_measure: 0.7329, kappa: 0.2287, kb_relative_information_score: 0.223, mean_absolute_error: 0.25, mean_prior_absolute_error: 0.363, number_of_instances: 748, precision: 0.7248, predictive_accuracy: 0.75, prior_entropy: 0.7916, recall: 0.75, relative_absolute_error: 0.6886, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.5, root_relative_squared_error: 1.1742,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4982, f_measure: 0.6578, kappa: -0.0053, kb_relative_information_score: 0.2521, mean_absolute_error: 0.2406, mean_prior_absolute_error: 0.363, number_of_instances: 748, precision: 0.5802, predictive_accuracy: 0.7594, prior_entropy: 0.7916, recall: 0.7594, relative_absolute_error: 0.6628, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.4906, root_relative_squared_error: 1.152,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4982, f_measure: 0.6578, kappa: -0.0053, kb_relative_information_score: 0.2521, mean_absolute_error: 0.2406, mean_prior_absolute_error: 0.363, number_of_instances: 748, precision: 0.5802, predictive_accuracy: 0.7594, prior_entropy: 0.7916, recall: 0.7594, relative_absolute_error: 0.6628, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.4906, root_relative_squared_error: 1.152,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5132, f_measure: 0.6739, kappa: 0.0394, kb_relative_information_score: 0.277, mean_absolute_error: 0.2326, mean_prior_absolute_error: 0.363, number_of_instances: 748, precision: 0.7827, predictive_accuracy: 0.7674, prior_entropy: 0.7916, recall: 0.7674, relative_absolute_error: 0.6407, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.4823, root_relative_squared_error: 1.1326,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4778, f_measure: 0.6188, kappa: -0.0438, kb_relative_information_score: -0.1925, mean_absolute_error: 0.3837, mean_prior_absolute_error: 0.363, number_of_instances: 748, precision: 0.6214, predictive_accuracy: 0.6163, prior_entropy: 0.7916, recall: 0.6163, relative_absolute_error: 1.0569, root_mean_prior_squared_error: 0.4258, root_mean_squared_error: 0.6194, root_relative_squared_error: 1.4546,

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

Using your favorite machine learning environment

Download this task directly in your environment and automatically upload your results

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From your own software

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

OpenML APIs