OpenML
Supervised Classification on hypothyroid

Supervised Classification on hypothyroid

Task 4568 Supervised Classification hypothyroid 215 runs submitted
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.532, f_measure: 0.8973, kappa: 0.1119, kb_relative_information_score: 11178.7641, mean_absolute_error: 0.0724, mean_prior_absolute_error: 0.1426, number_of_instances: 37720, precision: 0.9303, predictive_accuracy: 0.9276, prior_entropy: 0.3928, recall: 0.9276, relative_absolute_error: 0.5076, root_mean_prior_squared_error: 0.2668, root_mean_squared_error: 0.269, root_relative_squared_error: 1.0083, scimark_benchmark: 1309.4708, usercpu_time_millis: 8250, usercpu_time_millis_testing: 1270, usercpu_time_millis_training: 6980,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9942, f_measure: 0.9765, kappa: 0.8325, kb_relative_information_score: 28778.9949, mean_absolute_error: 0.0279, mean_prior_absolute_error: 0.1426, number_of_instances: 37720, precision: 0.9763, predictive_accuracy: 0.9768, prior_entropy: 0.3928, recall: 0.9768, relative_absolute_error: 0.196, root_mean_prior_squared_error: 0.2668, root_mean_squared_error: 0.1276, root_relative_squared_error: 0.4784, scimark_benchmark: 1314.1215, usercpu_time_millis: 30, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9956, f_measure: 0.9809, kappa: 0.8641, kb_relative_information_score: 30109.0299, mean_absolute_error: 0.0254, mean_prior_absolute_error: 0.1426, number_of_instances: 37720, precision: 0.9808, predictive_accuracy: 0.9811, prior_entropy: 0.3928, recall: 0.9811, relative_absolute_error: 0.1783, root_mean_prior_squared_error: 0.2668, root_mean_squared_error: 0.1161, root_relative_squared_error: 0.4352, scimark_benchmark: 1335.2363, usercpu_time_millis: 40, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9934, f_measure: 0.9968, kappa: 0.9775, kb_relative_information_score: 35354.206, mean_absolute_error: 0.0068, mean_prior_absolute_error: 0.1426, number_of_instances: 37720, precision: 0.9968, predictive_accuracy: 0.9968, prior_entropy: 0.3928, recall: 0.9968, relative_absolute_error: 0.0478, root_mean_prior_squared_error: 0.2668, root_mean_squared_error: 0.0554, root_relative_squared_error: 0.2078, scimark_benchmark: 1336.4564, usercpu_time_millis: 140, usercpu_time_millis_training: 140,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, f_measure: 0.9957, kappa: 0.9698, kb_relative_information_score: 30764.9528, mean_absolute_error: 0.0256, mean_prior_absolute_error: 0.1426, number_of_instances: 37720, precision: 0.9957, predictive_accuracy: 0.9957, prior_entropy: 0.3928, recall: 0.9957, relative_absolute_error: 0.1794, root_mean_prior_squared_error: 0.2668, root_mean_squared_error: 0.082, root_relative_squared_error: 0.3073, scimark_benchmark: 940.3347, usercpu_time_millis: 1060, usercpu_time_millis_testing: 220, usercpu_time_millis_training: 840,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, f_measure: 0.9957, kappa: 0.9698, kb_relative_information_score: 30764.9528, mean_absolute_error: 0.0256, mean_prior_absolute_error: 0.1426, number_of_instances: 37720, precision: 0.9957, predictive_accuracy: 0.9957, prior_entropy: 0.3928, recall: 0.9957, relative_absolute_error: 0.1794, root_mean_prior_squared_error: 0.2668, root_mean_squared_error: 0.082, root_relative_squared_error: 0.3073, scimark_benchmark: 1357.7543, usercpu_time_millis: 870, usercpu_time_millis_testing: 160, usercpu_time_millis_training: 710,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.532, f_measure: 0.8973, kappa: 0.1119, kb_relative_information_score: 11178.7641, mean_absolute_error: 0.0724, mean_prior_absolute_error: 0.1426, number_of_instances: 37720, precision: 0.9303, predictive_accuracy: 0.9276, prior_entropy: 0.3928, recall: 0.9276, relative_absolute_error: 0.5076, root_mean_prior_squared_error: 0.2668, root_mean_squared_error: 0.269, root_relative_squared_error: 1.0083, scimark_benchmark: 1299.6719, usercpu_time_millis: 7730, usercpu_time_millis_testing: 1490, usercpu_time_millis_training: 6240,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9942, f_measure: 0.9765, kappa: 0.8325, kb_relative_information_score: 28778.9949, mean_absolute_error: 0.0279, mean_prior_absolute_error: 0.1426, number_of_instances: 37720, precision: 0.9763, predictive_accuracy: 0.9768, prior_entropy: 0.3928, recall: 0.9768, relative_absolute_error: 0.196, root_mean_prior_squared_error: 0.2668, root_mean_squared_error: 0.1276, root_relative_squared_error: 0.4784, scimark_benchmark: 1354.3488, usercpu_time_millis: 30, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9956, f_measure: 0.9809, kappa: 0.8641, kb_relative_information_score: 30109.0299, mean_absolute_error: 0.0254, mean_prior_absolute_error: 0.1426, number_of_instances: 37720, precision: 0.9808, predictive_accuracy: 0.9811, prior_entropy: 0.3928, recall: 0.9811, relative_absolute_error: 0.1783, root_mean_prior_squared_error: 0.2668, root_mean_squared_error: 0.1161, root_relative_squared_error: 0.4352, scimark_benchmark: 1347.993, usercpu_time_millis: 50, usercpu_time_millis_testing: 40, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9942, f_measure: 0.9765, kappa: 0.8325, kb_relative_information_score: 28778.9949, mean_absolute_error: 0.0279, mean_prior_absolute_error: 0.1426, number_of_instances: 37720, precision: 0.9763, predictive_accuracy: 0.9768, prior_entropy: 0.3928, recall: 0.9768, relative_absolute_error: 0.196, root_mean_prior_squared_error: 0.2668, root_mean_squared_error: 0.1276, root_relative_squared_error: 0.4784, scimark_benchmark: 1322.7257, usercpu_time_millis: 40, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9891, f_measure: 0.9942, kappa: 0.959, kb_relative_information_score: 34914.9741, mean_absolute_error: 0.0084, mean_prior_absolute_error: 0.1426, number_of_instances: 37720, precision: 0.9942, predictive_accuracy: 0.9942, prior_entropy: 0.3928, recall: 0.9942, relative_absolute_error: 0.0591, root_mean_prior_squared_error: 0.2668, root_mean_squared_error: 0.0742, root_relative_squared_error: 0.278, scimark_benchmark: 1347.993, usercpu_time_millis: 4530, usercpu_time_millis_testing: 50, usercpu_time_millis_training: 4480,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.998, f_measure: 0.9969, kappa: 0.978, kb_relative_information_score: 33855.6132, mean_absolute_error: 0.0139, mean_prior_absolute_error: 0.1426, number_of_instances: 37720, precision: 0.9969, predictive_accuracy: 0.9968, prior_entropy: 0.3928, recall: 0.9968, relative_absolute_error: 0.0978, root_mean_prior_squared_error: 0.2668, root_mean_squared_error: 0.0601, root_relative_squared_error: 0.2252, scimark_benchmark: 1371.9645, usercpu_time_millis: 110, usercpu_time_millis_training: 110,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9942, f_measure: 0.9765, kappa: 0.8325, kb_relative_information_score: 28778.9949, mean_absolute_error: 0.0279, mean_prior_absolute_error: 0.1426, number_of_instances: 37720, precision: 0.9763, predictive_accuracy: 0.9768, prior_entropy: 0.3928, recall: 0.9768, relative_absolute_error: 0.196, root_mean_prior_squared_error: 0.2668, root_mean_squared_error: 0.1276, root_relative_squared_error: 0.4784, scimark_benchmark: 932.5646, usercpu_time_millis: 40, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9956, f_measure: 0.9809, kappa: 0.8641, kb_relative_information_score: 30109.0299, mean_absolute_error: 0.0254, mean_prior_absolute_error: 0.1426, number_of_instances: 37720, precision: 0.9808, predictive_accuracy: 0.9811, prior_entropy: 0.3928, recall: 0.9811, relative_absolute_error: 0.1783, root_mean_prior_squared_error: 0.2668, root_mean_squared_error: 0.1161, root_relative_squared_error: 0.4352, scimark_benchmark: 1341.5795, usercpu_time_millis: 40, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.998, f_measure: 0.9969, kappa: 0.978, kb_relative_information_score: 33855.6132, mean_absolute_error: 0.0139, mean_prior_absolute_error: 0.1426, number_of_instances: 37720, precision: 0.9969, predictive_accuracy: 0.9968, prior_entropy: 0.3928, recall: 0.9968, relative_absolute_error: 0.0978, root_mean_prior_squared_error: 0.2668, root_mean_squared_error: 0.0601, root_relative_squared_error: 0.2252, scimark_benchmark: 1280.6338, usercpu_time_millis: 140, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 130,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9921, f_measure: 0.9966, kappa: 0.976, kb_relative_information_score: 35924.175, mean_absolute_error: 0.0054, mean_prior_absolute_error: 0.1426, number_of_instances: 37720, precision: 0.9966, predictive_accuracy: 0.9966, prior_entropy: 0.3928, recall: 0.9966, relative_absolute_error: 0.038, root_mean_prior_squared_error: 0.2668, root_mean_squared_error: 0.057, root_relative_squared_error: 0.2136, scimark_benchmark: 1280.6338, usercpu_time_millis: 30, usercpu_time_millis_training: 30,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9956, f_measure: 0.9809, kappa: 0.8641, kb_relative_information_score: 30109.0299, mean_absolute_error: 0.0254, mean_prior_absolute_error: 0.1426, number_of_instances: 37720, precision: 0.9808, predictive_accuracy: 0.9811, prior_entropy: 0.3928, recall: 0.9811, relative_absolute_error: 0.1783, root_mean_prior_squared_error: 0.2668, root_mean_squared_error: 0.1161, root_relative_squared_error: 0.4352, scimark_benchmark: 918.0213, usercpu_time_millis: 80, usercpu_time_millis_testing: 60, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9956, f_measure: 0.9809, kappa: 0.8641, kb_relative_information_score: 30109.0299, mean_absolute_error: 0.0254, mean_prior_absolute_error: 0.1426, number_of_instances: 37720, precision: 0.9808, predictive_accuracy: 0.9811, prior_entropy: 0.3928, recall: 0.9811, relative_absolute_error: 0.1783, root_mean_prior_squared_error: 0.2668, root_mean_squared_error: 0.1161, root_relative_squared_error: 0.4352, scimark_benchmark: 1288.1375, usercpu_time_millis: 40, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9956, f_measure: 0.9809, kappa: 0.8641, kb_relative_information_score: 30109.0299, mean_absolute_error: 0.0254, mean_prior_absolute_error: 0.1426, number_of_instances: 37720, precision: 0.9808, predictive_accuracy: 0.9811, prior_entropy: 0.3928, recall: 0.9811, relative_absolute_error: 0.1783, root_mean_prior_squared_error: 0.2668, root_mean_squared_error: 0.1161, root_relative_squared_error: 0.4352, scimark_benchmark: 1288.1375, usercpu_time_millis: 40, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9956, f_measure: 0.9809, kappa: 0.8641, kb_relative_information_score: 30109.0299, mean_absolute_error: 0.0254, mean_prior_absolute_error: 0.1426, number_of_instances: 37720, precision: 0.9808, predictive_accuracy: 0.9811, prior_entropy: 0.3928, recall: 0.9811, relative_absolute_error: 0.1783, root_mean_prior_squared_error: 0.2668, root_mean_squared_error: 0.1161, root_relative_squared_error: 0.4352, scimark_benchmark: 1312.2688, usercpu_time_millis: 40, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9956, f_measure: 0.9809, kappa: 0.8641, kb_relative_information_score: 30109.0299, mean_absolute_error: 0.0254, mean_prior_absolute_error: 0.1426, number_of_instances: 37720, precision: 0.9808, predictive_accuracy: 0.9811, prior_entropy: 0.3928, recall: 0.9811, relative_absolute_error: 0.1783, root_mean_prior_squared_error: 0.2668, root_mean_squared_error: 0.1161, root_relative_squared_error: 0.4352, scimark_benchmark: 1345.7204, usercpu_time_millis: 50, usercpu_time_millis_testing: 40, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9956, f_measure: 0.9809, kappa: 0.8641, kb_relative_information_score: 30109.0299, mean_absolute_error: 0.0254, mean_prior_absolute_error: 0.1426, number_of_instances: 37720, precision: 0.9808, predictive_accuracy: 0.9811, prior_entropy: 0.3928, recall: 0.9811, relative_absolute_error: 0.1783, root_mean_prior_squared_error: 0.2668, root_mean_squared_error: 0.1161, root_relative_squared_error: 0.4352, scimark_benchmark: 1345.7204, usercpu_time_millis: 40, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.998, f_measure: 0.9969, kappa: 0.978, kb_relative_information_score: 33855.6132, mean_absolute_error: 0.0139, mean_prior_absolute_error: 0.1426, number_of_instances: 37720, precision: 0.9969, predictive_accuracy: 0.9968, prior_entropy: 0.3928, recall: 0.9968, relative_absolute_error: 0.0978, root_mean_prior_squared_error: 0.2668, root_mean_squared_error: 0.0601, root_relative_squared_error: 0.2252, scimark_benchmark: 1327.2926, usercpu_time_millis: 120, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 110,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9956, f_measure: 0.9809, kappa: 0.8641, kb_relative_information_score: 30109.0299, mean_absolute_error: 0.0254, mean_prior_absolute_error: 0.1426, number_of_instances: 37720, precision: 0.9808, predictive_accuracy: 0.9811, prior_entropy: 0.3928, recall: 0.9811, relative_absolute_error: 0.1783, root_mean_prior_squared_error: 0.2668, root_mean_squared_error: 0.1161, root_relative_squared_error: 0.4352, scimark_benchmark: 1350.073, usercpu_time_millis: 50, usercpu_time_millis_testing: 40, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9956, f_measure: 0.9809, kappa: 0.8641, kb_relative_information_score: 30109.0299, mean_absolute_error: 0.0254, mean_prior_absolute_error: 0.1426, number_of_instances: 37720, precision: 0.9808, predictive_accuracy: 0.9811, prior_entropy: 0.3928, recall: 0.9811, relative_absolute_error: 0.1783, root_mean_prior_squared_error: 0.2668, root_mean_squared_error: 0.1161, root_relative_squared_error: 0.4352, scimark_benchmark: 1354.3488, usercpu_time_millis: 50, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9931, f_measure: 0.9962, kappa: 0.973, kb_relative_information_score: 35647.814, mean_absolute_error: 0.006, mean_prior_absolute_error: 0.1426, number_of_instances: 37720, precision: 0.9962, predictive_accuracy: 0.9962, prior_entropy: 0.3928, recall: 0.9962, relative_absolute_error: 0.0421, root_mean_prior_squared_error: 0.2668, root_mean_squared_error: 0.0595, root_relative_squared_error: 0.2229, scimark_benchmark: 1334.6745, usercpu_time_millis: 20, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9956, f_measure: 0.9975, kappa: 0.9823, kb_relative_information_score: 34127.1447, mean_absolute_error: 0.0138, mean_prior_absolute_error: 0.1426, number_of_instances: 37720, precision: 0.9975, predictive_accuracy: 0.9975, prior_entropy: 0.3928, recall: 0.9975, relative_absolute_error: 0.0968, root_mean_prior_squared_error: 0.2668, root_mean_squared_error: 0.0547, root_relative_squared_error: 0.205, scimark_benchmark: 1337.446, usercpu_time_millis: 900, usercpu_time_millis_training: 900,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9913, f_measure: 0.9947, kappa: 0.9628, kb_relative_information_score: 35635.7844, mean_absolute_error: 0.0055, mean_prior_absolute_error: 0.1426, number_of_instances: 37720, precision: 0.9947, predictive_accuracy: 0.9947, prior_entropy: 0.3928, recall: 0.9947, relative_absolute_error: 0.0386, root_mean_prior_squared_error: 0.2668, root_mean_squared_error: 0.0707, root_relative_squared_error: 0.265, scimark_benchmark: 996.6105, usercpu_time_millis: 6640, usercpu_time_millis_training: 6640,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6918, f_measure: 0.9144, kappa: 0.3922, kb_relative_information_score: 6690.4969, mean_absolute_error: 0.0847, mean_prior_absolute_error: 0.1426, number_of_instances: 37720, precision: 0.9135, predictive_accuracy: 0.9154, prior_entropy: 0.3928, recall: 0.9154, relative_absolute_error: 0.5937, root_mean_prior_squared_error: 0.2668, root_mean_squared_error: 0.2909, root_relative_squared_error: 1.0904, scimark_benchmark: 1301.1661, usercpu_time_millis: 410, usercpu_time_millis_training: 410,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6768, f_measure: 0.9136, kappa: 0.3676, kb_relative_information_score: 7393.8283, mean_absolute_error: 0.0829, mean_prior_absolute_error: 0.1426, number_of_instances: 37720, precision: 0.9105, predictive_accuracy: 0.9174, prior_entropy: 0.3928, recall: 0.9174, relative_absolute_error: 0.5813, root_mean_prior_squared_error: 0.2668, root_mean_squared_error: 0.2874, root_relative_squared_error: 1.077, scimark_benchmark: 1318.6149, usercpu_time_millis: 2910, usercpu_time_millis_testing: 2900, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.998, f_measure: 0.9969, kappa: 0.978, kb_relative_information_score: 33855.6132, mean_absolute_error: 0.0139, mean_prior_absolute_error: 0.1426, number_of_instances: 37720, precision: 0.9969, predictive_accuracy: 0.9968, prior_entropy: 0.3928, recall: 0.9968, relative_absolute_error: 0.0978, root_mean_prior_squared_error: 0.2668, root_mean_squared_error: 0.0601, root_relative_squared_error: 0.2252, scimark_benchmark: 1314.7093, usercpu_time_millis: 130, usercpu_time_millis_training: 130,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9926, f_measure: 0.9965, kappa: 0.9752, kb_relative_information_score: 36132.6546, mean_absolute_error: 0.0045, mean_prior_absolute_error: 0.1426, number_of_instances: 37720, precision: 0.9965, predictive_accuracy: 0.9964, prior_entropy: 0.3928, recall: 0.9964, relative_absolute_error: 0.0312, root_mean_prior_squared_error: 0.2668, root_mean_squared_error: 0.0557, root_relative_squared_error: 0.2088, scimark_benchmark: 1293.6566, usercpu_time_millis: 590, usercpu_time_millis_training: 590,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9936, f_measure: 0.9971, kappa: 0.9793, kb_relative_information_score: 35396.2148, mean_absolute_error: 0.0067, mean_prior_absolute_error: 0.1426, number_of_instances: 37720, precision: 0.9971, predictive_accuracy: 0.9971, prior_entropy: 0.3928, recall: 0.9971, relative_absolute_error: 0.0469, root_mean_prior_squared_error: 0.2668, root_mean_squared_error: 0.0533, root_relative_squared_error: 0.1997, scimark_benchmark: 1343.6648, usercpu_time_millis: 3190, usercpu_time_millis_testing: 50, usercpu_time_millis_training: 3140,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9811, f_measure: 0.9801, kappa: 0.8684, kb_relative_information_score: 28064.0305, mean_absolute_error: 0.0333, mean_prior_absolute_error: 0.1426, number_of_instances: 37720, precision: 0.9832, predictive_accuracy: 0.9791, prior_entropy: 0.3928, recall: 0.9791, relative_absolute_error: 0.2339, root_mean_prior_squared_error: 0.2668, root_mean_squared_error: 0.1293, root_relative_squared_error: 0.4848, scimark_benchmark: 1358.4523, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9938, f_measure: 0.9964, kappa: 0.9748, kb_relative_information_score: 35804.0557, mean_absolute_error: 0.0045, mean_prior_absolute_error: 0.1426, number_of_instances: 37720, precision: 0.9964, predictive_accuracy: 0.9964, prior_entropy: 0.3928, recall: 0.9964, relative_absolute_error: 0.0315, root_mean_prior_squared_error: 0.2668, root_mean_squared_error: 0.0577, root_relative_squared_error: 0.2161, scimark_benchmark: 1350.4702, usercpu_time_millis: 420, usercpu_time_millis_training: 420,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7724, f_measure: 0.6478, kappa: 0.1069, kb_relative_information_score: -180801.8341, mean_absolute_error: 0.4216, mean_prior_absolute_error: 0.1426, number_of_instances: 37720, precision: 0.9119, predictive_accuracy: 0.5503, prior_entropy: 0.3928, recall: 0.5503, relative_absolute_error: 2.957, root_mean_prior_squared_error: 0.2668, root_mean_squared_error: 0.4519, root_relative_squared_error: 1.6936, scimark_benchmark: 906.4475, usercpu_time_millis: 50, usercpu_time_millis_testing: 40, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7028, f_measure: 0.9094, kappa: 0.2297, kb_relative_information_score: -217391.0164, mean_absolute_error: 0.4957, mean_prior_absolute_error: 0.1426, number_of_instances: 37720, precision: 0.9337, predictive_accuracy: 0.9331, prior_entropy: 0.3928, recall: 0.9331, relative_absolute_error: 3.4767, root_mean_prior_squared_error: 0.2668, root_mean_squared_error: 0.4958, root_relative_squared_error: 1.858, scimark_benchmark: 916.6405, usercpu_time_millis: 10, usercpu_time_millis_testing: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9842, f_measure: 0.9787, kappa: 0.8541, kb_relative_information_score: 27465.992, mean_absolute_error: 0.0339, mean_prior_absolute_error: 0.1426, number_of_instances: 37720, precision: 0.9796, predictive_accuracy: 0.9782, prior_entropy: 0.3928, recall: 0.9782, relative_absolute_error: 0.2375, root_mean_prior_squared_error: 0.2668, root_mean_squared_error: 0.1317, root_relative_squared_error: 0.4934, scimark_benchmark: 1339.4189, usercpu_time_millis: 90, usercpu_time_millis_testing: 40, usercpu_time_millis_training: 50,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9956, f_measure: 0.9975, kappa: 0.9823, kb_relative_information_score: 34127.1447, mean_absolute_error: 0.0138, mean_prior_absolute_error: 0.1426, number_of_instances: 37720, precision: 0.9975, predictive_accuracy: 0.9975, prior_entropy: 0.3928, recall: 0.9975, relative_absolute_error: 0.0968, root_mean_prior_squared_error: 0.2668, root_mean_squared_error: 0.0547, root_relative_squared_error: 0.205, scimark_benchmark: 1368.9272, usercpu_time_millis: 860, usercpu_time_millis_training: 860,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9958, f_measure: 0.9511, kappa: 0.614, kb_relative_information_score: 19475.4774, mean_absolute_error: 0.0748, mean_prior_absolute_error: 0.1426, number_of_instances: 37720, precision: 0.9578, predictive_accuracy: 0.9578, prior_entropy: 0.3928, recall: 0.9578, relative_absolute_error: 0.5247, root_mean_prior_squared_error: 0.2668, root_mean_squared_error: 0.1578, root_relative_squared_error: 0.5913, scimark_benchmark: 934.1747, usercpu_time_millis: 340, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 320,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9932, f_measure: 0.997, kappa: 0.9791, kb_relative_information_score: 35404.5591, mean_absolute_error: 0.0067, mean_prior_absolute_error: 0.1426, number_of_instances: 37720, precision: 0.997, predictive_accuracy: 0.997, prior_entropy: 0.3928, recall: 0.997, relative_absolute_error: 0.0469, root_mean_prior_squared_error: 0.2668, root_mean_squared_error: 0.0535, root_relative_squared_error: 0.2005, scimark_benchmark: 939.449, usercpu_time_millis: 860, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 840,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9932, f_measure: 0.9969, kappa: 0.978, kb_relative_information_score: 35377.8091, mean_absolute_error: 0.0068, mean_prior_absolute_error: 0.1426, number_of_instances: 37720, precision: 0.9969, predictive_accuracy: 0.9969, prior_entropy: 0.3928, recall: 0.9969, relative_absolute_error: 0.0476, root_mean_prior_squared_error: 0.2668, root_mean_squared_error: 0.0541, root_relative_squared_error: 0.2028, scimark_benchmark: 895.5332, usercpu_time_millis: 410, usercpu_time_millis_training: 410,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9846, f_measure: 0.9808, kappa: 0.8701, kb_relative_information_score: 27388.1459, mean_absolute_error: 0.039, mean_prior_absolute_error: 0.1426, number_of_instances: 37720, precision: 0.9824, predictive_accuracy: 0.9801, prior_entropy: 0.3928, recall: 0.9801, relative_absolute_error: 0.2732, root_mean_prior_squared_error: 0.2668, root_mean_squared_error: 0.1276, root_relative_squared_error: 0.4782, scimark_benchmark: 937.1527, usercpu_time_millis: 30, usercpu_time_millis_training: 30,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9953, f_measure: 0.9952, kappa: 0.9664, kb_relative_information_score: 35317.0574, mean_absolute_error: 0.007, mean_prior_absolute_error: 0.1426, number_of_instances: 37720, precision: 0.9952, predictive_accuracy: 0.9952, prior_entropy: 0.3928, recall: 0.9952, relative_absolute_error: 0.0491, root_mean_prior_squared_error: 0.2668, root_mean_squared_error: 0.0662, root_relative_squared_error: 0.248, scimark_benchmark: 935.5075, usercpu_time_millis: 1650, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 1620,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9956, f_measure: 0.995, kappa: 0.9651, kb_relative_information_score: 34817.8007, mean_absolute_error: 0.0088, mean_prior_absolute_error: 0.1426, number_of_instances: 37720, precision: 0.995, predictive_accuracy: 0.995, prior_entropy: 0.3928, recall: 0.995, relative_absolute_error: 0.0614, root_mean_prior_squared_error: 0.2668, root_mean_squared_error: 0.0669, root_relative_squared_error: 0.2509, scimark_benchmark: 937.1527, usercpu_time_millis: 800, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 780,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9952, f_measure: 0.9941, kappa: 0.9591, kb_relative_information_score: 33799.4844, mean_absolute_error: 0.0116, mean_prior_absolute_error: 0.1426, number_of_instances: 37720, precision: 0.9942, predictive_accuracy: 0.9941, prior_entropy: 0.3928, recall: 0.9941, relative_absolute_error: 0.0817, root_mean_prior_squared_error: 0.2668, root_mean_squared_error: 0.0716, root_relative_squared_error: 0.2683, scimark_benchmark: 916.6405, usercpu_time_millis: 420, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 410,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9941, f_measure: 0.9921, kappa: 0.9456, kb_relative_information_score: 32345.9499, mean_absolute_error: 0.0159, mean_prior_absolute_error: 0.1426, number_of_instances: 37720, precision: 0.9925, predictive_accuracy: 0.992, prior_entropy: 0.3928, recall: 0.992, relative_absolute_error: 0.1114, root_mean_prior_squared_error: 0.2668, root_mean_squared_error: 0.0818, root_relative_squared_error: 0.3065, scimark_benchmark: 930.5999, usercpu_time_millis: 220, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 210,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9929, f_measure: 0.9911, kappa: 0.9389, kb_relative_information_score: 30952.4215, mean_absolute_error: 0.0199, mean_prior_absolute_error: 0.1426, number_of_instances: 37720, precision: 0.9916, predictive_accuracy: 0.9909, prior_entropy: 0.3928, recall: 0.9909, relative_absolute_error: 0.1399, root_mean_prior_squared_error: 0.2668, root_mean_squared_error: 0.0944, root_relative_squared_error: 0.3539, scimark_benchmark: 1335.643, usercpu_time_millis: 100, usercpu_time_millis_training: 100,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7501, f_measure: 0.9186, kappa: 0.327, kb_relative_information_score: -5138.9702, mean_absolute_error: 0.0926, mean_prior_absolute_error: 0.1426, number_of_instances: 37720, precision: 0.9272, predictive_accuracy: 0.9355, prior_entropy: 0.3928, recall: 0.9355, relative_absolute_error: 0.6496, root_mean_prior_squared_error: 0.2668, root_mean_squared_error: 0.2396, root_relative_squared_error: 0.8981, scimark_benchmark: 1321.9426, usercpu_time_millis: 5760, usercpu_time_millis_testing: 5760,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7389, f_measure: 0.9228, kappa: 0.3817, kb_relative_information_score: -888.3786, mean_absolute_error: 0.0881, mean_prior_absolute_error: 0.1426, number_of_instances: 37720, precision: 0.9235, predictive_accuracy: 0.935, prior_entropy: 0.3928, recall: 0.935, relative_absolute_error: 0.6176, root_mean_prior_squared_error: 0.2668, root_mean_squared_error: 0.244, root_relative_squared_error: 0.9145, scimark_benchmark: 1318.1432, usercpu_time_millis: 6640, usercpu_time_millis_testing: 6640,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6455, f_measure: 0.9301, kappa: 0.4254, kb_relative_information_score: 17179.2769, mean_absolute_error: 0.056, mean_prior_absolute_error: 0.1426, number_of_instances: 37720, precision: 0.9439, predictive_accuracy: 0.944, prior_entropy: 0.3928, recall: 0.944, relative_absolute_error: 0.3925, root_mean_prior_squared_error: 0.2668, root_mean_squared_error: 0.2366, root_relative_squared_error: 0.8866, scimark_benchmark: 1442.7264, usercpu_time_millis: 490, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 480,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.8858, kb_relative_information_score: 9433.8654, mean_absolute_error: 0.0771, mean_prior_absolute_error: 0.1426, number_of_instances: 37720, precision: 0.8517, predictive_accuracy: 0.9229, prior_entropy: 0.3928, recall: 0.9229, relative_absolute_error: 0.5411, root_mean_prior_squared_error: 0.2668, root_mean_squared_error: 0.2778, root_relative_squared_error: 1.041, scimark_benchmark: 916.6405, usercpu_time_millis: 5970, usercpu_time_millis_testing: 770, usercpu_time_millis_training: 5200,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9755, f_measure: 0.9635, kappa: 0.7213, kb_relative_information_score: 21730.0394, mean_absolute_error: 0.0543, mean_prior_absolute_error: 0.1426, number_of_instances: 37720, precision: 0.9664, predictive_accuracy: 0.9669, prior_entropy: 0.3928, recall: 0.9669, relative_absolute_error: 0.3805, root_mean_prior_squared_error: 0.2668, root_mean_squared_error: 0.1547, root_relative_squared_error: 0.58, scimark_benchmark: 939.5205, usercpu_time_millis: 495790, usercpu_time_millis_testing: 4460, usercpu_time_millis_training: 491330,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.573, f_measure: 0.9103, kappa: 0.238, kb_relative_information_score: 13311.4181, mean_absolute_error: 0.0665, mean_prior_absolute_error: 0.1426, number_of_instances: 37720, precision: 0.9339, predictive_accuracy: 0.9335, prior_entropy: 0.3928, recall: 0.9335, relative_absolute_error: 0.4667, root_mean_prior_squared_error: 0.2668, root_mean_squared_error: 0.258, root_relative_squared_error: 0.9668, scimark_benchmark: 940.3347, usercpu_time_millis: 1280, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 1270,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9762, f_measure: 0.9682, kappa: 0.7616, kb_relative_information_score: 23412.5773, mean_absolute_error: 0.0495, mean_prior_absolute_error: 0.1426, number_of_instances: 37720, precision: 0.9698, predictive_accuracy: 0.9706, prior_entropy: 0.3928, recall: 0.9706, relative_absolute_error: 0.347, root_mean_prior_squared_error: 0.2668, root_mean_squared_error: 0.147, root_relative_squared_error: 0.5508, scimark_benchmark: 1339.3974, usercpu_time_millis: 2820, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 2810,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6918, f_measure: 0.9144, kappa: 0.3922, kb_relative_information_score: 6690.4969, mean_absolute_error: 0.0847, mean_prior_absolute_error: 0.1426, number_of_instances: 37720, precision: 0.9135, predictive_accuracy: 0.9154, prior_entropy: 0.3928, recall: 0.9154, relative_absolute_error: 0.5937, root_mean_prior_squared_error: 0.2668, root_mean_squared_error: 0.2909, root_relative_squared_error: 1.0904, scimark_benchmark: 1337.7959, usercpu_time_millis: 480, usercpu_time_millis_training: 480,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9942, f_measure: 0.9765, kappa: 0.8325, kb_relative_information_score: 28778.9949, mean_absolute_error: 0.0279, mean_prior_absolute_error: 0.1426, number_of_instances: 37720, precision: 0.9763, predictive_accuracy: 0.9768, prior_entropy: 0.3928, recall: 0.9768, relative_absolute_error: 0.196, root_mean_prior_squared_error: 0.2668, root_mean_squared_error: 0.1276, root_relative_squared_error: 0.4784, scimark_benchmark: 1350.9691, usercpu_time_millis: 30, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, f_measure: 0.9957, kappa: 0.9698, kb_relative_information_score: 30764.9528, mean_absolute_error: 0.0256, mean_prior_absolute_error: 0.1426, number_of_instances: 37720, precision: 0.9957, predictive_accuracy: 0.9957, prior_entropy: 0.3928, recall: 0.9957, relative_absolute_error: 0.1794, root_mean_prior_squared_error: 0.2668, root_mean_squared_error: 0.082, root_relative_squared_error: 0.3073, scimark_benchmark: 1250.8301, usercpu_time_millis: 900, usercpu_time_millis_testing: 180, usercpu_time_millis_training: 720,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9399, f_measure: 0.9808, kappa: 0.8643, kb_relative_information_score: 30298.5641, mean_absolute_error: 0.0204, mean_prior_absolute_error: 0.1426, number_of_instances: 37720, precision: 0.9807, predictive_accuracy: 0.9809, prior_entropy: 0.3928, recall: 0.9809, relative_absolute_error: 0.1433, root_mean_prior_squared_error: 0.2668, root_mean_squared_error: 0.1348, root_relative_squared_error: 0.5052, scimark_benchmark: 1333.5799, usercpu_time_millis: 10, usercpu_time_millis_testing: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9928, f_measure: 0.9967, kappa: 0.9771, kb_relative_information_score: 35728.9501, mean_absolute_error: 0.0059, mean_prior_absolute_error: 0.1426, number_of_instances: 37720, precision: 0.9967, predictive_accuracy: 0.9967, prior_entropy: 0.3928, recall: 0.9967, relative_absolute_error: 0.0413, root_mean_prior_squared_error: 0.2668, root_mean_squared_error: 0.0561, root_relative_squared_error: 0.2103, scimark_benchmark: 1307.3269, usercpu_time_millis: 20, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9927, f_measure: 0.9974, kappa: 0.9816, kb_relative_information_score: 36099.0959, mean_absolute_error: 0.0049, mean_prior_absolute_error: 0.1426, number_of_instances: 37720, precision: 0.9974, predictive_accuracy: 0.9974, prior_entropy: 0.3928, recall: 0.9974, relative_absolute_error: 0.0344, root_mean_prior_squared_error: 0.2668, root_mean_squared_error: 0.0505, root_relative_squared_error: 0.1894, scimark_benchmark: 1308.9788, usercpu_time_millis: 700, usercpu_time_millis_training: 700,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9243, f_measure: 0.9836, kappa: 0.8823, kb_relative_information_score: 31749.1811, mean_absolute_error: 0.0161, mean_prior_absolute_error: 0.1426, number_of_instances: 37720, precision: 0.9835, predictive_accuracy: 0.9839, prior_entropy: 0.3928, recall: 0.9839, relative_absolute_error: 0.1131, root_mean_prior_squared_error: 0.2668, root_mean_squared_error: 0.127, root_relative_squared_error: 0.4758, scimark_benchmark: 1341.5768, usercpu_time_millis: 330, usercpu_time_millis_testing: 110, usercpu_time_millis_training: 220,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.521, f_measure: 0.8674, kappa: 0.0443, kb_relative_information_score: -9537.0611, mean_absolute_error: 0.129, mean_prior_absolute_error: 0.1426, number_of_instances: 37720, precision: 0.8639, predictive_accuracy: 0.871, prior_entropy: 0.3928, recall: 0.871, relative_absolute_error: 0.905, root_mean_prior_squared_error: 0.2668, root_mean_squared_error: 0.3592, root_relative_squared_error: 1.3462, scimark_benchmark: 1350.9691, usercpu_time_millis: 4870, usercpu_time_millis_testing: 420, usercpu_time_millis_training: 4450,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9909, f_measure: 0.9966, kappa: 0.9758, kb_relative_information_score: 35951.3821, mean_absolute_error: 0.0056, mean_prior_absolute_error: 0.1426, number_of_instances: 37720, precision: 0.9966, predictive_accuracy: 0.9966, prior_entropy: 0.3928, recall: 0.9966, relative_absolute_error: 0.039, root_mean_prior_squared_error: 0.2668, root_mean_squared_error: 0.0569, root_relative_squared_error: 0.2133, scimark_benchmark: 1330.0803, usercpu_time_millis: 30, usercpu_time_millis_training: 30,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9538, f_measure: 0.9759, kappa: 0.8378, kb_relative_information_score: 28492.0369, mean_absolute_error: 0.025, mean_prior_absolute_error: 0.1426, number_of_instances: 37720, precision: 0.9779, predictive_accuracy: 0.975, prior_entropy: 0.3928, recall: 0.975, relative_absolute_error: 0.1755, root_mean_prior_squared_error: 0.2668, root_mean_squared_error: 0.1582, root_relative_squared_error: 0.5929, scimark_benchmark: 1384.4418,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.986, f_measure: 0.9946, kappa: 0.9624, kb_relative_information_score: 35665.5093, mean_absolute_error: 0.0054, mean_prior_absolute_error: 0.1426, number_of_instances: 37720, precision: 0.9947, predictive_accuracy: 0.9946, prior_entropy: 0.3928, recall: 0.9946, relative_absolute_error: 0.0379, root_mean_prior_squared_error: 0.2668, root_mean_squared_error: 0.0735, root_relative_squared_error: 0.2756, scimark_benchmark: 1392.1129, usercpu_time_millis: 60, usercpu_time_millis_training: 60,

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