Task
Supervised Classification on wholesale-customers

Supervised Classification on wholesale-customers

Task 9991 Supervised Classification wholesale-customers 81 runs submitted
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 437.5377, mean_prior_absolute_error: 0.2958, number_of_instances: 440, precision: 1, predictive_accuracy: 1, prior_entropy: 1.1341, recall: 1, root_mean_prior_squared_error: 0.3839,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 434.9963, mean_absolute_error: 0.003, mean_prior_absolute_error: 0.2958, number_of_instances: 440, precision: 1, predictive_accuracy: 1, prior_entropy: 1.1341, recall: 1, relative_absolute_error: 0.0102, root_mean_prior_squared_error: 0.3839, root_mean_squared_error: 0.004, root_relative_squared_error: 0.0104,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 433.9812, mean_absolute_error: 0.0042, mean_prior_absolute_error: 0.2958, number_of_instances: 440, precision: 1, predictive_accuracy: 1, prior_entropy: 1.1341, recall: 1, relative_absolute_error: 0.0141, root_mean_prior_squared_error: 0.3839, root_mean_squared_error: 0.0116, root_relative_squared_error: 0.0301,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 437.5377, mean_prior_absolute_error: 0.2958, number_of_instances: 440, precision: 1, predictive_accuracy: 1, prior_entropy: 1.1341, recall: 1, root_mean_prior_squared_error: 0.3839,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 434.7205, mean_absolute_error: 0.0033, mean_prior_absolute_error: 0.2958, number_of_instances: 440, precision: 1, predictive_accuracy: 1, prior_entropy: 1.1341, recall: 1, relative_absolute_error: 0.0113, root_mean_prior_squared_error: 0.3839, root_mean_squared_error: 0.0042, root_relative_squared_error: 0.0109,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9954, kappa: 0.9897, kb_relative_information_score: 434.4161, mean_absolute_error: 0.0027, mean_prior_absolute_error: 0.2958, number_of_instances: 440, precision: 0.9955, predictive_accuracy: 0.9955, prior_entropy: 1.1341, recall: 0.9955, relative_absolute_error: 0.0092, root_mean_prior_squared_error: 0.3839, root_mean_squared_error: 0.0339, root_relative_squared_error: 0.0884,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 437.5377, mean_prior_absolute_error: 0.2958, number_of_instances: 440, precision: 1, predictive_accuracy: 1, prior_entropy: 1.1341, recall: 1, root_mean_prior_squared_error: 0.3839,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9943, f_measure: 0.9932, kappa: 0.9845, kb_relative_information_score: 427.6742, mean_absolute_error: 0.0062, mean_prior_absolute_error: 0.2958, number_of_instances: 440, precision: 0.9931, predictive_accuracy: 0.9932, prior_entropy: 1.1341, recall: 0.9932, relative_absolute_error: 0.0208, root_mean_prior_squared_error: 0.3839, root_mean_squared_error: 0.0714, root_relative_squared_error: 0.1859,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5492, f_measure: 0.5807, kappa: 0.0447, kb_relative_information_score: 1.1516, mean_absolute_error: 0.2785, mean_prior_absolute_error: 0.2958, number_of_instances: 440, precision: 0.5778, predictive_accuracy: 0.5841, prior_entropy: 1.1341, recall: 0.5841, relative_absolute_error: 0.9416, root_mean_prior_squared_error: 0.3839, root_mean_squared_error: 0.5166, root_relative_squared_error: 1.3455,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 354.5867, mean_absolute_error: 0.0832, mean_prior_absolute_error: 0.2958, number_of_instances: 440, precision: 1, predictive_accuracy: 1, prior_entropy: 1.1341, recall: 1, relative_absolute_error: 0.2814, root_mean_prior_squared_error: 0.3839, root_mean_squared_error: 0.1373, root_relative_squared_error: 0.3575,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 175.2605, mean_absolute_error: 0.2222, mean_prior_absolute_error: 0.2958, number_of_instances: 440, precision: 1, predictive_accuracy: 1, prior_entropy: 1.1341, recall: 1, relative_absolute_error: 0.7513, root_mean_prior_squared_error: 0.3839, root_mean_squared_error: 0.269, root_relative_squared_error: 0.7006,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9954, kappa: 0.9897, kb_relative_information_score: 433.0769, mean_absolute_error: 0.0034, mean_prior_absolute_error: 0.2958, number_of_instances: 440, precision: 0.9955, predictive_accuracy: 0.9955, prior_entropy: 1.1341, recall: 0.9955, relative_absolute_error: 0.0116, root_mean_prior_squared_error: 0.3839, root_mean_squared_error: 0.0392, root_relative_squared_error: 0.102,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 436.6952, mean_absolute_error: 0.001, mean_prior_absolute_error: 0.2958, number_of_instances: 440, precision: 1, predictive_accuracy: 1, prior_entropy: 1.1341, recall: 1, relative_absolute_error: 0.0034, root_mean_prior_squared_error: 0.3839, root_mean_squared_error: 0.0028, root_relative_squared_error: 0.0073,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 436.7115, mean_absolute_error: 0.001, mean_prior_absolute_error: 0.2958, number_of_instances: 440, precision: 1, predictive_accuracy: 1, prior_entropy: 1.1341, recall: 1, relative_absolute_error: 0.0033, root_mean_prior_squared_error: 0.3839, root_mean_squared_error: 0.0027, root_relative_squared_error: 0.0071,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 437.5377, mean_prior_absolute_error: 0.2958, number_of_instances: 440, precision: 1, predictive_accuracy: 1, prior_entropy: 1.1341, recall: 1, root_mean_prior_squared_error: 0.3839,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9907, kappa: 0.9792, kb_relative_information_score: 268.6076, mean_absolute_error: 0.1628, mean_prior_absolute_error: 0.2958, number_of_instances: 440, precision: 0.991, predictive_accuracy: 0.9909, prior_entropy: 1.1341, recall: 0.9909, relative_absolute_error: 0.5504, root_mean_prior_squared_error: 0.3839, root_mean_squared_error: 0.2133, root_relative_squared_error: 0.5557,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4848, f_measure: 0.6004, kb_relative_information_score: -0.3696, mean_absolute_error: 0.2959, mean_prior_absolute_error: 0.2958, number_of_instances: 440, precision: 0.5158, predictive_accuracy: 0.7182, prior_entropy: 1.1341, recall: 0.7182, relative_absolute_error: 1.0005, root_mean_prior_squared_error: 0.3839, root_mean_squared_error: 0.384, root_relative_squared_error: 1.0001,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9954, kappa: 0.9897, kb_relative_information_score: 434.3596, mean_absolute_error: 0.0028, mean_prior_absolute_error: 0.2958, number_of_instances: 440, precision: 0.9955, predictive_accuracy: 0.9955, prior_entropy: 1.1341, recall: 0.9955, relative_absolute_error: 0.0094, root_mean_prior_squared_error: 0.3839, root_mean_squared_error: 0.0339, root_relative_squared_error: 0.0884,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 437.5162, mean_absolute_error: 0, mean_prior_absolute_error: 0.2958, number_of_instances: 440, precision: 1, predictive_accuracy: 1, prior_entropy: 1.1341, recall: 1, relative_absolute_error: 0.0001, root_mean_prior_squared_error: 0.3839, root_mean_squared_error: 0, root_relative_squared_error: 0.0001,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 437.4941, mean_absolute_error: 0.0001, mean_prior_absolute_error: 0.2958, number_of_instances: 440, precision: 1, predictive_accuracy: 1, prior_entropy: 1.1341, recall: 1, relative_absolute_error: 0.0002, root_mean_prior_squared_error: 0.3839, root_mean_squared_error: 0.0001, root_relative_squared_error: 0.0002,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 437.5377, mean_prior_absolute_error: 0.2958, number_of_instances: 440, precision: 1, predictive_accuracy: 1, prior_entropy: 1.1341, recall: 1, root_mean_prior_squared_error: 0.3839,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9839, f_measure: 0.982, kappa: 0.9589, kb_relative_information_score: 414.1305, mean_absolute_error: 0.0158, mean_prior_absolute_error: 0.2958, number_of_instances: 440, precision: 0.9823, predictive_accuracy: 0.9818, prior_entropy: 1.1341, recall: 0.9818, relative_absolute_error: 0.0535, root_mean_prior_squared_error: 0.3839, root_mean_squared_error: 0.1098, root_relative_squared_error: 0.286,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 420.0875, mean_absolute_error: 0.0195, mean_prior_absolute_error: 0.2958, number_of_instances: 440, precision: 1, predictive_accuracy: 1, prior_entropy: 1.1341, recall: 1, relative_absolute_error: 0.0659, root_mean_prior_squared_error: 0.3839, root_mean_squared_error: 0.0424, root_relative_squared_error: 0.1104,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 175.2605, mean_absolute_error: 0.2222, mean_prior_absolute_error: 0.2958, number_of_instances: 440, precision: 1, predictive_accuracy: 1, prior_entropy: 1.1341, recall: 1, relative_absolute_error: 0.7513, root_mean_prior_squared_error: 0.3839, root_mean_squared_error: 0.2722, root_relative_squared_error: 0.7089,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 175.2605, mean_absolute_error: 0.2222, mean_prior_absolute_error: 0.2958, number_of_instances: 440, precision: 1, predictive_accuracy: 1, prior_entropy: 1.1341, recall: 1, relative_absolute_error: 0.7513, root_mean_prior_squared_error: 0.3839, root_mean_squared_error: 0.2722, root_relative_squared_error: 0.7089,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9839, f_measure: 0.982, kappa: 0.9589, kb_relative_information_score: 414.0691, mean_absolute_error: 0.0158, mean_prior_absolute_error: 0.2958, number_of_instances: 440, precision: 0.9823, predictive_accuracy: 0.9818, prior_entropy: 1.1341, recall: 0.9818, relative_absolute_error: 0.0534, root_mean_prior_squared_error: 0.3839, root_mean_squared_error: 0.1099, root_relative_squared_error: 0.2864,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 175.2605, mean_absolute_error: 0.2222, mean_prior_absolute_error: 0.2958, number_of_instances: 440, precision: 1, predictive_accuracy: 1, prior_entropy: 1.1341, recall: 1, relative_absolute_error: 0.7513, root_mean_prior_squared_error: 0.3839, root_mean_squared_error: 0.2722, root_relative_squared_error: 0.7089,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 175.2605, mean_absolute_error: 0.2222, mean_prior_absolute_error: 0.2958, number_of_instances: 440, precision: 1, predictive_accuracy: 1, prior_entropy: 1.1341, recall: 1, relative_absolute_error: 0.7513, root_mean_prior_squared_error: 0.3839, root_mean_squared_error: 0.2722, root_relative_squared_error: 0.7089,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 437.5377, mean_prior_absolute_error: 0.2958, number_of_instances: 440, precision: 1, predictive_accuracy: 1, prior_entropy: 1.1341, recall: 1, root_mean_prior_squared_error: 0.3839,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9977, kappa: 0.9949, kb_relative_information_score: 412.3298, mean_absolute_error: 0.0258, mean_prior_absolute_error: 0.2958, number_of_instances: 440, precision: 0.9978, predictive_accuracy: 0.9977, prior_entropy: 1.1341, recall: 0.9977, relative_absolute_error: 0.0874, root_mean_prior_squared_error: 0.3839, root_mean_squared_error: 0.0677, root_relative_squared_error: 0.1763,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9953, f_measure: 0.9796, kappa: 0.9536, kb_relative_information_score: 413.9712, mean_absolute_error: 0.0182, mean_prior_absolute_error: 0.2958, number_of_instances: 440, precision: 0.9798, predictive_accuracy: 0.9795, prior_entropy: 1.1341, recall: 0.9795, relative_absolute_error: 0.0615, root_mean_prior_squared_error: 0.3839, root_mean_squared_error: 0.0922, root_relative_squared_error: 0.2402,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9879, f_measure: 0.9931, kappa: 0.9844, kb_relative_information_score: 428.6187, mean_absolute_error: 0.0045, mean_prior_absolute_error: 0.2958, number_of_instances: 440, precision: 0.9932, predictive_accuracy: 0.9932, prior_entropy: 1.1341, recall: 0.9932, relative_absolute_error: 0.0154, root_mean_prior_squared_error: 0.3839, root_mean_squared_error: 0.0674, root_relative_squared_error: 0.1756,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9758, f_measure: 0.9862, kappa: 0.9686, kb_relative_information_score: 420.7339, mean_absolute_error: 0.0091, mean_prior_absolute_error: 0.2958, number_of_instances: 440, precision: 0.9866, predictive_accuracy: 0.9864, prior_entropy: 1.1341, recall: 0.9864, relative_absolute_error: 0.0307, root_mean_prior_squared_error: 0.3839, root_mean_squared_error: 0.0953, root_relative_squared_error: 0.2483,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9677, f_measure: 0.9815, kappa: 0.9579, kb_relative_information_score: 415.3051, mean_absolute_error: 0.0121, mean_prior_absolute_error: 0.2958, number_of_instances: 440, precision: 0.9823, predictive_accuracy: 0.9818, prior_entropy: 1.1341, recall: 0.9818, relative_absolute_error: 0.041, root_mean_prior_squared_error: 0.3839, root_mean_squared_error: 0.1101, root_relative_squared_error: 0.2868,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9677, f_measure: 0.9815, kappa: 0.9579, kb_relative_information_score: 415.3051, mean_absolute_error: 0.0121, mean_prior_absolute_error: 0.2958, number_of_instances: 440, precision: 0.9823, predictive_accuracy: 0.9818, prior_entropy: 1.1341, recall: 0.9818, relative_absolute_error: 0.041, root_mean_prior_squared_error: 0.3839, root_mean_squared_error: 0.1101, root_relative_squared_error: 0.2868,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5061, f_measure: 0.0701, kappa: 0.012, kb_relative_information_score: -348.0856, mean_absolute_error: 0.5591, mean_prior_absolute_error: 0.2958, number_of_instances: 440, precision: 0.0448, predictive_accuracy: 0.1614, prior_entropy: 1.1341, recall: 0.1614, relative_absolute_error: 1.8901, root_mean_prior_squared_error: 0.3839, root_mean_squared_error: 0.7477, root_relative_squared_error: 1.9476,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5023, f_measure: 0.0685, kappa: 0.005, kb_relative_information_score: -349.1199, mean_absolute_error: 0.5591, mean_prior_absolute_error: 0.2958, number_of_instances: 440, precision: 0.0441, predictive_accuracy: 0.1614, prior_entropy: 1.1341, recall: 0.1614, relative_absolute_error: 1.8901, root_mean_prior_squared_error: 0.3839, root_mean_squared_error: 0.7477, root_relative_squared_error: 1.9476,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5072, f_measure: 0.0708, kappa: 0.014, kb_relative_information_score: -347.5685, mean_absolute_error: 0.5591, mean_prior_absolute_error: 0.2958, number_of_instances: 440, precision: 0.0454, predictive_accuracy: 0.1614, prior_entropy: 1.1341, recall: 0.1614, relative_absolute_error: 1.8901, root_mean_prior_squared_error: 0.3839, root_mean_squared_error: 0.7477, root_relative_squared_error: 1.9476,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.506, f_measure: 0.0708, kappa: 0.0122, kb_relative_information_score: -343.691, mean_absolute_error: 0.5561, mean_prior_absolute_error: 0.2958, number_of_instances: 440, precision: 0.0453, predictive_accuracy: 0.1659, prior_entropy: 1.1341, recall: 0.1659, relative_absolute_error: 1.8799, root_mean_prior_squared_error: 0.3839, root_mean_squared_error: 0.7457, root_relative_squared_error: 1.9423,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.512, f_measure: 0.0744, kappa: 0.0237, kb_relative_information_score: -335.8063, mean_absolute_error: 0.5515, mean_prior_absolute_error: 0.2958, number_of_instances: 440, precision: 0.0475, predictive_accuracy: 0.1727, prior_entropy: 1.1341, recall: 0.1727, relative_absolute_error: 1.8645, root_mean_prior_squared_error: 0.3839, root_mean_squared_error: 0.7426, root_relative_squared_error: 1.9343,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0521, kb_relative_information_score: -342.1418, mean_absolute_error: 0.55, mean_prior_absolute_error: 0.2958, number_of_instances: 440, precision: 0.0306, predictive_accuracy: 0.175, prior_entropy: 1.1341, recall: 0.175, relative_absolute_error: 1.8594, root_mean_prior_squared_error: 0.3839, root_mean_squared_error: 0.7416, root_relative_squared_error: 1.9317,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5159, f_measure: 0.0773, kappa: 0.0315, kb_relative_information_score: -327.9216, mean_absolute_error: 0.547, mean_prior_absolute_error: 0.2958, number_of_instances: 440, precision: 0.0494, predictive_accuracy: 0.1795, prior_entropy: 1.1341, recall: 0.1795, relative_absolute_error: 1.8491, root_mean_prior_squared_error: 0.3839, root_mean_squared_error: 0.7396, root_relative_squared_error: 1.9264,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5108, f_measure: 0.0735, kappa: 0.0213, kb_relative_information_score: -338.2621, mean_absolute_error: 0.553, mean_prior_absolute_error: 0.2958, number_of_instances: 440, precision: 0.047, predictive_accuracy: 0.1705, prior_entropy: 1.1341, recall: 0.1705, relative_absolute_error: 1.8696, root_mean_prior_squared_error: 0.3839, root_mean_squared_error: 0.7437, root_relative_squared_error: 1.937, usercpu_time_millis: 17.882, usercpu_time_millis_testing: 0.407, usercpu_time_millis_training: 17.475,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5119, f_measure: 0.0741, kappa: 0.0235, kb_relative_information_score: -334.3847, mean_absolute_error: 0.55, mean_prior_absolute_error: 0.2958, number_of_instances: 440, precision: 0.0473, predictive_accuracy: 0.175, prior_entropy: 1.1341, recall: 0.175, relative_absolute_error: 1.8594, root_mean_prior_squared_error: 0.3839, root_mean_squared_error: 0.7416, root_relative_squared_error: 1.9317, usercpu_time_millis: 0.338, usercpu_time_millis_testing: 0.042, usercpu_time_millis_training: 0.296,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.501, f_measure: 0.067, kappa: 0.0022, kb_relative_information_score: -350.6713, mean_absolute_error: 0.5591, mean_prior_absolute_error: 0.2958, number_of_instances: 440, precision: 0.0432, predictive_accuracy: 0.1614, prior_entropy: 1.1341, recall: 0.1614, relative_absolute_error: 1.8901, root_mean_prior_squared_error: 0.3839, root_mean_squared_error: 0.7477, root_relative_squared_error: 1.9476, usercpu_time_millis: 22.245, usercpu_time_millis_testing: 0.113, usercpu_time_millis_training: 22.132,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5088, f_measure: 0.0723, kappa: 0.0176, kb_relative_information_score: -340.718, mean_absolute_error: 0.5545, mean_prior_absolute_error: 0.2958, number_of_instances: 440, precision: 0.0462, predictive_accuracy: 0.1682, prior_entropy: 1.1341, recall: 0.1682, relative_absolute_error: 1.8747, root_mean_prior_squared_error: 0.3839, root_mean_squared_error: 0.7447, root_relative_squared_error: 1.9397, usercpu_time_millis: 5.628, usercpu_time_millis_testing: 0.635, usercpu_time_millis_training: 4.993,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5068, f_measure: 0.0707, kappa: 0.0135, kb_relative_information_score: -345.6297, mean_absolute_error: 0.5576, mean_prior_absolute_error: 0.2958, number_of_instances: 440, precision: 0.0452, predictive_accuracy: 0.1636, prior_entropy: 1.1341, recall: 0.1636, relative_absolute_error: 1.885, root_mean_prior_squared_error: 0.3839, root_mean_squared_error: 0.7467, root_relative_squared_error: 1.9449, usercpu_time_millis: 0.286, usercpu_time_millis_testing: 0.1, usercpu_time_millis_training: 0.186,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5114, f_measure: 0.0739, kappa: 0.0224, kb_relative_information_score: -338.2621, mean_absolute_error: 0.553, mean_prior_absolute_error: 0.2958, number_of_instances: 440, precision: 0.0472, predictive_accuracy: 0.1705, prior_entropy: 1.1341, recall: 0.1705, relative_absolute_error: 1.8696, root_mean_prior_squared_error: 0.3839, root_mean_squared_error: 0.7437, root_relative_squared_error: 1.937, usercpu_time_millis: 19.397, usercpu_time_millis_testing: 3.809, usercpu_time_millis_training: 15.588,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5062, f_measure: 0.0702, kappa: 0.0122, kb_relative_information_score: -348.0856, mean_absolute_error: 0.5591, mean_prior_absolute_error: 0.2958, number_of_instances: 440, precision: 0.0449, predictive_accuracy: 0.1614, prior_entropy: 1.1341, recall: 0.1614, relative_absolute_error: 1.8901, root_mean_prior_squared_error: 0.3839, root_mean_squared_error: 0.7477, root_relative_squared_error: 1.9476, usercpu_time_millis: 74.251, usercpu_time_millis_testing: 0.186, usercpu_time_millis_training: 74.065,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5117, f_measure: 0.0742, kappa: 0.0231, kb_relative_information_score: -335.8063, mean_absolute_error: 0.5515, mean_prior_absolute_error: 0.2958, number_of_instances: 440, precision: 0.0474, predictive_accuracy: 0.1727, prior_entropy: 1.1341, recall: 0.1727, relative_absolute_error: 1.8645, root_mean_prior_squared_error: 0.3839, root_mean_squared_error: 0.7426, root_relative_squared_error: 1.9343, usercpu_time_millis: 3.821, usercpu_time_millis_testing: 0.107, usercpu_time_millis_training: 3.714,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5032, f_measure: 0.0688, kappa: 0.0068, kb_relative_information_score: -350.0243, mean_absolute_error: 0.5606, mean_prior_absolute_error: 0.2958, number_of_instances: 440, precision: 0.0441, predictive_accuracy: 0.1591, prior_entropy: 1.1341, recall: 0.1591, relative_absolute_error: 1.8952, root_mean_prior_squared_error: 0.3839, root_mean_squared_error: 0.7487, root_relative_squared_error: 1.9502, usercpu_time_millis: 7.41, usercpu_time_millis_testing: 0.032, usercpu_time_millis_training: 7.378,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5121, f_measure: 0.0748, kappa: 0.0242, kb_relative_information_score: -333.3504, mean_absolute_error: 0.55, mean_prior_absolute_error: 0.2958, number_of_instances: 440, precision: 0.0478, predictive_accuracy: 0.175, prior_entropy: 1.1341, recall: 0.175, relative_absolute_error: 1.8594, root_mean_prior_squared_error: 0.3839, root_mean_squared_error: 0.7416, root_relative_squared_error: 1.9317, usercpu_time_millis: 0.672, usercpu_time_millis_testing: 0.065, usercpu_time_millis_training: 0.607,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5163, f_measure: 0.0775, kappa: 0.0322, kb_relative_information_score: -327.9216, mean_absolute_error: 0.547, mean_prior_absolute_error: 0.2958, number_of_instances: 440, precision: 0.0495, predictive_accuracy: 0.1795, prior_entropy: 1.1341, recall: 0.1795, relative_absolute_error: 1.8491, root_mean_prior_squared_error: 0.3839, root_mean_squared_error: 0.7396, root_relative_squared_error: 1.9264, usercpu_time_millis: 2.681, usercpu_time_millis_testing: 0.985, usercpu_time_millis_training: 1.696,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5078, f_measure: 0.0714, kappa: 0.0154, kb_relative_information_score: -345.1126, mean_absolute_error: 0.5576, mean_prior_absolute_error: 0.2958, number_of_instances: 440, precision: 0.0457, predictive_accuracy: 0.1636, prior_entropy: 1.1341, recall: 0.1636, relative_absolute_error: 1.885, root_mean_prior_squared_error: 0.3839, root_mean_squared_error: 0.7467, root_relative_squared_error: 1.9449, usercpu_time_millis: 1.686, usercpu_time_millis_testing: 0.619, usercpu_time_millis_training: 1.067,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5069, f_measure: 0.071, kappa: 0.0138, kb_relative_information_score: -343.691, mean_absolute_error: 0.5561, mean_prior_absolute_error: 0.2958, number_of_instances: 440, precision: 0.0454, predictive_accuracy: 0.1659, prior_entropy: 1.1341, recall: 0.1659, relative_absolute_error: 1.8799, root_mean_prior_squared_error: 0.3839, root_mean_squared_error: 0.7457, root_relative_squared_error: 1.9423, usercpu_time_millis: 0.457, usercpu_time_millis_testing: 0.331, usercpu_time_millis_training: 0.126,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5014, f_measure: 0.0676, kappa: 0.0032, kb_relative_information_score: -352.9973, mean_absolute_error: 0.5621, mean_prior_absolute_error: 0.2958, number_of_instances: 440, precision: 0.0433, predictive_accuracy: 0.1568, prior_entropy: 1.1341, recall: 0.1568, relative_absolute_error: 1.9003, root_mean_prior_squared_error: 0.3839, root_mean_squared_error: 0.7497, root_relative_squared_error: 1.9529, usercpu_time_millis: 0.277, usercpu_time_millis_testing: 0.047, usercpu_time_millis_training: 0.23,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5124, f_measure: 0.0749, kappa: 0.0247, kb_relative_information_score: -333.3504, mean_absolute_error: 0.55, mean_prior_absolute_error: 0.2958, number_of_instances: 440, precision: 0.0479, predictive_accuracy: 0.175, prior_entropy: 1.1341, recall: 0.175, relative_absolute_error: 1.8594, root_mean_prior_squared_error: 0.3839, root_mean_squared_error: 0.7416, root_relative_squared_error: 1.9317, usercpu_time_millis: 0.235, usercpu_time_millis_testing: 0.064, usercpu_time_millis_training: 0.171,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5124, f_measure: 0.0749, kappa: 0.0247, kb_relative_information_score: -333.3504, mean_absolute_error: 0.55, mean_prior_absolute_error: 0.2958, number_of_instances: 440, precision: 0.0479, predictive_accuracy: 0.175, prior_entropy: 1.1341, recall: 0.175, relative_absolute_error: 1.8594, root_mean_prior_squared_error: 0.3839, root_mean_squared_error: 0.7416, root_relative_squared_error: 1.9317, usercpu_time_millis: 0.657, usercpu_time_millis_testing: 0.058, usercpu_time_millis_training: 0.599,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5121, f_measure: 0.0742, kappa: 0.0238, kb_relative_information_score: -334.3847, mean_absolute_error: 0.55, mean_prior_absolute_error: 0.2958, number_of_instances: 440, precision: 0.0473, predictive_accuracy: 0.175, prior_entropy: 1.1341, recall: 0.175, relative_absolute_error: 1.8594, root_mean_prior_squared_error: 0.3839, root_mean_squared_error: 0.7416, root_relative_squared_error: 1.9317, usercpu_time_millis: 0.488, usercpu_time_millis_testing: 0.092, usercpu_time_millis_training: 0.396,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5091, f_measure: 0.0737, kappa: 0.0186, kb_relative_information_score: -332.9631, mean_absolute_error: 0.5485, mean_prior_absolute_error: 0.2958, number_of_instances: 440, precision: 0.0483, predictive_accuracy: 0.1773, prior_entropy: 1.1341, recall: 0.1773, relative_absolute_error: 1.8542, root_mean_prior_squared_error: 0.3839, root_mean_squared_error: 0.7406, root_relative_squared_error: 1.929, usercpu_time_millis: 0.22, usercpu_time_millis_testing: 0.061, usercpu_time_millis_training: 0.159,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.513, f_measure: 0.0746, kappa: 0.0254, kb_relative_information_score: -334.3847, mean_absolute_error: 0.55, mean_prior_absolute_error: 0.2958, number_of_instances: 440, precision: 0.0476, predictive_accuracy: 0.175, prior_entropy: 1.1341, recall: 0.175, relative_absolute_error: 1.8594, root_mean_prior_squared_error: 0.3839, root_mean_squared_error: 0.7416, root_relative_squared_error: 1.9317, usercpu_time_millis: 0.217, usercpu_time_millis_testing: 0.205, usercpu_time_millis_training: 0.012,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5051, f_measure: 0.0693, kappa: 0.0099, kb_relative_information_score: -350.5415, mean_absolute_error: 0.5606, mean_prior_absolute_error: 0.2958, number_of_instances: 440, precision: 0.0443, predictive_accuracy: 0.1591, prior_entropy: 1.1341, recall: 0.1591, relative_absolute_error: 1.8952, root_mean_prior_squared_error: 0.3839, root_mean_squared_error: 0.7487, root_relative_squared_error: 1.9502, usercpu_time_millis: 2.432, usercpu_time_millis_testing: 0.804, usercpu_time_millis_training: 1.628,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5174, f_measure: 0.0783, kappa: 0.0344, kb_relative_information_score: -325.4657, mean_absolute_error: 0.5455, mean_prior_absolute_error: 0.2958, number_of_instances: 440, precision: 0.05, predictive_accuracy: 0.1818, prior_entropy: 1.1341, recall: 0.1818, relative_absolute_error: 1.844, root_mean_prior_squared_error: 0.3839, root_mean_squared_error: 0.7385, root_relative_squared_error: 1.9237, usercpu_time_millis: 2.445, usercpu_time_millis_testing: 0.867, usercpu_time_millis_training: 1.578,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5139, f_measure: 0.0756, kappa: 0.0272, kb_relative_information_score: -333.3504, mean_absolute_error: 0.55, mean_prior_absolute_error: 0.2958, number_of_instances: 440, precision: 0.0483, predictive_accuracy: 0.175, prior_entropy: 1.1341, recall: 0.175, relative_absolute_error: 1.8594, root_mean_prior_squared_error: 0.3839, root_mean_squared_error: 0.7416, root_relative_squared_error: 1.9317, usercpu_time_millis: 3.093, usercpu_time_millis_testing: 1.226, usercpu_time_millis_training: 1.867,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5106, f_measure: 0.0737, kappa: 0.0212, kb_relative_information_score: -337.745, mean_absolute_error: 0.553, mean_prior_absolute_error: 0.2958, number_of_instances: 440, precision: 0.0471, predictive_accuracy: 0.1705, prior_entropy: 1.1341, recall: 0.1705, relative_absolute_error: 1.8696, root_mean_prior_squared_error: 0.3839, root_mean_squared_error: 0.7437, root_relative_squared_error: 1.937, usercpu_time_millis: 371.773, usercpu_time_millis_testing: 7.788, usercpu_time_millis_training: 363.985,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5093, f_measure: 0.0727, kappa: 0.0186, kb_relative_information_score: -338.7793, mean_absolute_error: 0.553, mean_prior_absolute_error: 0.2958, number_of_instances: 440, precision: 0.0465, predictive_accuracy: 0.1705, prior_entropy: 1.1341, recall: 0.1705, relative_absolute_error: 1.8696, root_mean_prior_squared_error: 0.3839, root_mean_squared_error: 0.7437, root_relative_squared_error: 1.937, usercpu_time_millis: 0.519, usercpu_time_millis_testing: 0.238, usercpu_time_millis_training: 0.281,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5045, f_measure: 0.0698, kappa: 0.0093, kb_relative_information_score: -344.7253, mean_absolute_error: 0.5561, mean_prior_absolute_error: 0.2958, number_of_instances: 440, precision: 0.0449, predictive_accuracy: 0.1659, prior_entropy: 1.1341, recall: 0.1659, relative_absolute_error: 1.8799, root_mean_prior_squared_error: 0.3839, root_mean_squared_error: 0.7457, root_relative_squared_error: 1.9423, usercpu_time_millis: 1.173, usercpu_time_millis_testing: 0.061, usercpu_time_millis_training: 1.112,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0521, kb_relative_information_score: -342.1418, mean_absolute_error: 0.55, mean_prior_absolute_error: 0.2958, number_of_instances: 440, precision: 0.0306, predictive_accuracy: 0.175, prior_entropy: 1.1341, recall: 0.175, relative_absolute_error: 1.8594, root_mean_prior_squared_error: 0.3839, root_mean_squared_error: 0.7416, root_relative_squared_error: 1.9317, usercpu_time_millis: 0.525, usercpu_time_millis_testing: 0.046, usercpu_time_millis_training: 0.479,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5052, f_measure: 0.0694, kappa: 0.0101, kb_relative_information_score: -350.5415, mean_absolute_error: 0.5606, mean_prior_absolute_error: 0.2958, number_of_instances: 440, precision: 0.0444, predictive_accuracy: 0.1591, prior_entropy: 1.1341, recall: 0.1591, relative_absolute_error: 1.8952, root_mean_prior_squared_error: 0.3839, root_mean_squared_error: 0.7487, root_relative_squared_error: 1.9502, usercpu_time_millis: 0.511, usercpu_time_millis_testing: 0.088, usercpu_time_millis_training: 0.423,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5099, f_measure: 0.0728, kappa: 0.0194, kb_relative_information_score: -340.718, mean_absolute_error: 0.5545, mean_prior_absolute_error: 0.2958, number_of_instances: 440, precision: 0.0465, predictive_accuracy: 0.1682, prior_entropy: 1.1341, recall: 0.1682, relative_absolute_error: 1.8747, root_mean_prior_squared_error: 0.3839, root_mean_squared_error: 0.7447, root_relative_squared_error: 1.9397, usercpu_time_millis: 99.23, usercpu_time_millis_testing: 6.393, usercpu_time_millis_training: 92.837,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.509, f_measure: 0.0721, kappa: 0.0176, kb_relative_information_score: -343.1739, mean_absolute_error: 0.5561, mean_prior_absolute_error: 0.2958, number_of_instances: 440, precision: 0.0461, predictive_accuracy: 0.1659, prior_entropy: 1.1341, recall: 0.1659, relative_absolute_error: 1.8799, root_mean_prior_squared_error: 0.3839, root_mean_squared_error: 0.7457, root_relative_squared_error: 1.9423, usercpu_time_millis: 21.92, usercpu_time_millis_testing: 2.841, usercpu_time_millis_training: 19.079,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5055, f_measure: 0.0696, kappa: 0.0108, kb_relative_information_score: -348.6027, mean_absolute_error: 0.5591, mean_prior_absolute_error: 0.2958, number_of_instances: 440, precision: 0.0445, predictive_accuracy: 0.1614, prior_entropy: 1.1341, recall: 0.1614, relative_absolute_error: 1.8901, root_mean_prior_squared_error: 0.3839, root_mean_squared_error: 0.7477, root_relative_squared_error: 1.9476, usercpu_time_millis: 2.785, usercpu_time_millis_testing: 0.274, usercpu_time_millis_training: 2.511,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5124, f_measure: 0.0749, kappa: 0.0247, kb_relative_information_score: -333.3504, mean_absolute_error: 0.55, mean_prior_absolute_error: 0.2958, number_of_instances: 440, precision: 0.0479, predictive_accuracy: 0.175, prior_entropy: 1.1341, recall: 0.175, relative_absolute_error: 1.8594, root_mean_prior_squared_error: 0.3839, root_mean_squared_error: 0.7416, root_relative_squared_error: 1.9317, usercpu_time_millis: 0.786, usercpu_time_millis_testing: 0.078, usercpu_time_millis_training: 0.708,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5099, f_measure: 0.0728, kappa: 0.0194, kb_relative_information_score: -340.718, mean_absolute_error: 0.5545, mean_prior_absolute_error: 0.2958, number_of_instances: 440, precision: 0.0465, predictive_accuracy: 0.1682, prior_entropy: 1.1341, recall: 0.1682, relative_absolute_error: 1.8747, root_mean_prior_squared_error: 0.3839, root_mean_squared_error: 0.7447, root_relative_squared_error: 1.9397, usercpu_time_millis: 22.62, usercpu_time_millis_testing: 3.203, usercpu_time_millis_training: 19.417,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4981, f_measure: 0.0647, kappa: -0.0036, kb_relative_information_score: -356.1002, mean_absolute_error: 0.5621, mean_prior_absolute_error: 0.2958, number_of_instances: 440, precision: 0.0417, predictive_accuracy: 0.1568, prior_entropy: 1.1341, recall: 0.1568, relative_absolute_error: 1.9003, root_mean_prior_squared_error: 0.3839, root_mean_squared_error: 0.7497, root_relative_squared_error: 1.9529, usercpu_time_millis: 1.344, usercpu_time_millis_testing: 0.29, usercpu_time_millis_training: 1.054,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5132, f_measure: 0.0743, kappa: 0.0233, kb_relative_information_score: -331.2953, mean_absolute_error: 0.5539, mean_prior_absolute_error: 0.2958, number_of_instances: 440, precision: 0.0474, predictive_accuracy: 0.1727, prior_entropy: 1.1341, recall: 0.1727, relative_absolute_error: 1.8724, root_mean_prior_squared_error: 0.3839, root_mean_squared_error: 0.7094, root_relative_squared_error: 1.8479,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5143, f_measure: 0.0742, kappa: 0.0231, kb_relative_information_score: -330.8375, mean_absolute_error: 0.5536, mean_prior_absolute_error: 0.2958, number_of_instances: 440, precision: 0.0474, predictive_accuracy: 0.1727, prior_entropy: 1.1341, recall: 0.1727, relative_absolute_error: 1.8715, root_mean_prior_squared_error: 0.3839, root_mean_squared_error: 0.7091, root_relative_squared_error: 1.847,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.514, f_measure: 0.0743, kappa: 0.0235, kb_relative_information_score: -331.0367, mean_absolute_error: 0.5537, mean_prior_absolute_error: 0.2958, number_of_instances: 440, precision: 0.0475, predictive_accuracy: 0.1727, prior_entropy: 1.1341, recall: 0.1727, relative_absolute_error: 1.872, root_mean_prior_squared_error: 0.3839, root_mean_squared_error: 0.7086, root_relative_squared_error: 1.8457,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5248, f_measure: 0.0756, kappa: 0.0272, kb_relative_information_score: -332.2186, mean_absolute_error: 0.5491, mean_prior_absolute_error: 0.2958, number_of_instances: 440, precision: 0.0483, predictive_accuracy: 0.175, prior_entropy: 1.1341, recall: 0.175, relative_absolute_error: 1.8565, root_mean_prior_squared_error: 0.3839, root_mean_squared_error: 0.7186, root_relative_squared_error: 1.8717,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5248, f_measure: 0.0756, kappa: 0.0272, kb_relative_information_score: -332.2186, mean_absolute_error: 0.5491, mean_prior_absolute_error: 0.2958, number_of_instances: 440, precision: 0.0483, predictive_accuracy: 0.175, prior_entropy: 1.1341, recall: 0.175, relative_absolute_error: 1.8565, root_mean_prior_squared_error: 0.3839, root_mean_squared_error: 0.7186, root_relative_squared_error: 1.8717,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5248, f_measure: 0.0756, kappa: 0.0272, kb_relative_information_score: -332.2186, mean_absolute_error: 0.5491, mean_prior_absolute_error: 0.2958, number_of_instances: 440, precision: 0.0483, predictive_accuracy: 0.175, prior_entropy: 1.1341, recall: 0.175, relative_absolute_error: 1.8565, root_mean_prior_squared_error: 0.3839, root_mean_squared_error: 0.7186, root_relative_squared_error: 1.8717,

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