Task
Supervised Classification on musk

Supervised Classification on musk

Task 146082 Supervised Classification musk 13306 runs submitted
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9979, kappa: 0.9919, kb_relative_information_score: 6496.0889, mean_absolute_error: 0.0041, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9979, predictive_accuracy: 0.9979, prior_entropy: 0.6204, recall: 0.9979, relative_absolute_error: 0.0159, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0406, root_relative_squared_error: 0.1125, scimark_benchmark: 1252.426, usercpu_time_millis: 347.962, usercpu_time_millis_testing: 1.178, usercpu_time_millis_training: 346.784,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9915, f_measure: 0.9651, kappa: 0.8641, kb_relative_information_score: 5173.3865, mean_absolute_error: 0.0556, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.965, predictive_accuracy: 0.9656, prior_entropy: 0.6204, recall: 0.9656, relative_absolute_error: 0.213, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.1667, root_relative_squared_error: 0.4618, scimark_benchmark: 1289.0487, usercpu_time_millis: 816.304, usercpu_time_millis_testing: 9.416, usercpu_time_millis_training: 806.888,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9974, f_measure: 0.9754, kappa: 0.9042, kb_relative_information_score: 5671.0631, mean_absolute_error: 0.0353, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9755, predictive_accuracy: 0.9758, prior_entropy: 0.6204, recall: 0.9758, relative_absolute_error: 0.1353, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.1353, root_relative_squared_error: 0.3746, scimark_benchmark: 1258.0813, usercpu_time_millis: 622.115, usercpu_time_millis_testing: 5.016, usercpu_time_millis_training: 617.099,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6581.6898, mean_absolute_error: 0.0006, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9997, predictive_accuracy: 0.9997, prior_entropy: 0.6204, recall: 0.9997, relative_absolute_error: 0.0022, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0151, root_relative_squared_error: 0.0419, scimark_benchmark: 1274.0092, usercpu_time_millis: 272.352, usercpu_time_millis_testing: 0.795, usercpu_time_millis_training: 271.557,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9862, f_measure: 0.9613, kappa: 0.8486, kb_relative_information_score: 5017.8662, mean_absolute_error: 0.0594, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9613, predictive_accuracy: 0.9621, prior_entropy: 0.6204, recall: 0.9621, relative_absolute_error: 0.2277, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.1656, root_relative_squared_error: 0.4585, scimark_benchmark: 1278.4683, usercpu_time_millis: 410.268, usercpu_time_millis_testing: 2.772, usercpu_time_millis_training: 407.496,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9991, kappa: 0.9965, kb_relative_information_score: 6492.1158, mean_absolute_error: 0.0044, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9991, predictive_accuracy: 0.9991, prior_entropy: 0.6204, recall: 0.9991, relative_absolute_error: 0.0169, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.031, root_relative_squared_error: 0.0857, scimark_benchmark: 1277.1037, usercpu_time_millis: 474.52, usercpu_time_millis_testing: 3.181, usercpu_time_millis_training: 471.339,
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Run description file not present.
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9982, kappa: 0.993, kb_relative_information_score: 6487.3317, mean_absolute_error: 0.0045, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9982, predictive_accuracy: 0.9982, prior_entropy: 0.6204, recall: 0.9982, relative_absolute_error: 0.0173, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0394, root_relative_squared_error: 0.1092, scimark_benchmark: 1274.4626, usercpu_time_millis: 388.263, usercpu_time_millis_testing: 2.814, usercpu_time_millis_training: 385.449,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6581.6898, mean_absolute_error: 0.0006, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9997, predictive_accuracy: 0.9997, prior_entropy: 0.6204, recall: 0.9997, relative_absolute_error: 0.0022, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0151, root_relative_squared_error: 0.0419, scimark_benchmark: 1269.4539, usercpu_time_millis: 248.328, usercpu_time_millis_testing: 0.747, usercpu_time_millis_training: 247.581,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.987, f_measure: 0.9629, kappa: 0.8558, kb_relative_information_score: 5154.0048, mean_absolute_error: 0.0558, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9628, predictive_accuracy: 0.9635, prior_entropy: 0.6204, recall: 0.9635, relative_absolute_error: 0.2139, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.1676, root_relative_squared_error: 0.4642, scimark_benchmark: 1278.0978, usercpu_time_millis: 675.478, usercpu_time_millis_testing: 7.213, usercpu_time_millis_training: 668.265,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9991, kappa: 0.9965, kb_relative_information_score: 6491.0332, mean_absolute_error: 0.0045, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9991, predictive_accuracy: 0.9991, prior_entropy: 0.6204, recall: 0.9991, relative_absolute_error: 0.0171, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0316, root_relative_squared_error: 0.0876, scimark_benchmark: 1257.5538, usercpu_time_millis: 458.801, usercpu_time_millis_testing: 3.045, usercpu_time_millis_training: 455.756,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.92, f_measure: 0.9196, kappa: 0.6736, kb_relative_information_score: 3504.1929, mean_absolute_error: 0.1148, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9218, predictive_accuracy: 0.925, prior_entropy: 0.6204, recall: 0.925, relative_absolute_error: 0.4401, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.2448, root_relative_squared_error: 0.6781, scimark_benchmark: 1276.1956, usercpu_time_millis: 641.28, usercpu_time_millis_testing: 5.872, usercpu_time_millis_training: 635.408,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9992, kappa: 0.9971, kb_relative_information_score: 6540.8263, mean_absolute_error: 0.0024, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9992, predictive_accuracy: 0.9992, prior_entropy: 0.6204, recall: 0.9992, relative_absolute_error: 0.0092, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0228, root_relative_squared_error: 0.0632, scimark_benchmark: 1266.9942, usercpu_time_millis: 388.133, usercpu_time_millis_testing: 3.146, usercpu_time_millis_training: 384.987,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6581.6898, mean_absolute_error: 0.0006, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9997, predictive_accuracy: 0.9997, prior_entropy: 0.6204, recall: 0.9997, relative_absolute_error: 0.0022, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0151, root_relative_squared_error: 0.0419, scimark_benchmark: 1267.33, usercpu_time_millis: 265.87, usercpu_time_millis_testing: 0.753, usercpu_time_millis_training: 265.117,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6575.0592, mean_absolute_error: 0.001, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9997, predictive_accuracy: 0.9997, prior_entropy: 0.6204, recall: 0.9997, relative_absolute_error: 0.0038, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0158, root_relative_squared_error: 0.0438, scimark_benchmark: 1277.4645, usercpu_time_millis: 266.271, usercpu_time_millis_testing: 1.575, usercpu_time_millis_training: 264.696,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6559.6436, mean_absolute_error: 0.0015, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9997, predictive_accuracy: 0.9997, prior_entropy: 0.6204, recall: 0.9997, relative_absolute_error: 0.0057, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0185, root_relative_squared_error: 0.0513, scimark_benchmark: 1251.9957, usercpu_time_millis: 275.296, usercpu_time_millis_testing: 2.596, usercpu_time_millis_training: 272.7,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9962, kappa: 0.9855, kb_relative_information_score: 6439.4784, mean_absolute_error: 0.0063, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9962, predictive_accuracy: 0.9962, prior_entropy: 0.6204, recall: 0.9962, relative_absolute_error: 0.0241, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0522, root_relative_squared_error: 0.1445, scimark_benchmark: 1279.9296, usercpu_time_millis: 472.857, usercpu_time_millis_testing: 3.018, usercpu_time_millis_training: 469.839,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9831, f_measure: 0.949, kappa: 0.8005, kb_relative_information_score: 4704.012, mean_absolute_error: 0.0711, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9487, predictive_accuracy: 0.95, prior_entropy: 0.6204, recall: 0.95, relative_absolute_error: 0.2727, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.1952, root_relative_squared_error: 0.5406, scimark_benchmark: 1275.6469, usercpu_time_millis: 749.637, usercpu_time_millis_testing: 7.235, usercpu_time_millis_training: 742.402,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9952, f_measure: 0.9668, kappa: 0.8706, kb_relative_information_score: 5418.7977, mean_absolute_error: 0.045, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9667, predictive_accuracy: 0.9673, prior_entropy: 0.6204, recall: 0.9673, relative_absolute_error: 0.1726, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.1533, root_relative_squared_error: 0.4245, scimark_benchmark: 1259.848, usercpu_time_millis: 563.859, usercpu_time_millis_testing: 5.47, usercpu_time_millis_training: 558.389,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9775, f_measure: 0.9541, kappa: 0.8189, kb_relative_information_score: 4670.0904, mean_absolute_error: 0.0724, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9544, predictive_accuracy: 0.9554, prior_entropy: 0.6204, recall: 0.9554, relative_absolute_error: 0.2777, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.1851, root_relative_squared_error: 0.5128, scimark_benchmark: 1254.7728, usercpu_time_millis: 383.873, usercpu_time_millis_testing: 2.711, usercpu_time_millis_training: 381.162,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9936, f_measure: 0.9734, kappa: 0.8962, kb_relative_information_score: 5590.9322, mean_absolute_error: 0.0389, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9734, predictive_accuracy: 0.9738, prior_entropy: 0.6204, recall: 0.9738, relative_absolute_error: 0.1491, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.1417, root_relative_squared_error: 0.3924, scimark_benchmark: 1260.0771, usercpu_time_millis: 512.774, usercpu_time_millis_testing: 3.91, usercpu_time_millis_training: 508.864,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9992, f_measure: 0.9855, kappa: 0.9441, kb_relative_information_score: 6076.4934, mean_absolute_error: 0.0201, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9855, predictive_accuracy: 0.9856, prior_entropy: 0.6204, recall: 0.9856, relative_absolute_error: 0.0772, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0982, root_relative_squared_error: 0.2719, scimark_benchmark: 1263.9546, usercpu_time_millis: 504.304, usercpu_time_millis_testing: 4.421, usercpu_time_millis_training: 499.883,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9869, f_measure: 0.963, kappa: 0.856, kb_relative_information_score: 5152.6705, mean_absolute_error: 0.0558, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9628, predictive_accuracy: 0.9635, prior_entropy: 0.6204, recall: 0.9635, relative_absolute_error: 0.2141, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.1679, root_relative_squared_error: 0.4649, scimark_benchmark: 1255.3015, usercpu_time_millis: 637.397, usercpu_time_millis_testing: 5.639, usercpu_time_millis_training: 631.758,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6581.6898, mean_absolute_error: 0.0006, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9997, predictive_accuracy: 0.9997, prior_entropy: 0.6204, recall: 0.9997, relative_absolute_error: 0.0022, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0151, root_relative_squared_error: 0.0419, scimark_benchmark: 1291.2629, usercpu_time_millis: 282.286, usercpu_time_millis_testing: 0.794, usercpu_time_millis_training: 281.492,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9991, kappa: 0.9965, kb_relative_information_score: 6553.5169, mean_absolute_error: 0.0016, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9991, predictive_accuracy: 0.9991, prior_entropy: 0.6204, recall: 0.9991, relative_absolute_error: 0.006, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0271, root_relative_squared_error: 0.0751, scimark_benchmark: 1294.6624, usercpu_time_millis: 276.061, usercpu_time_millis_testing: 0.989, usercpu_time_millis_training: 275.072,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9989, kappa: 0.9959, kb_relative_information_score: 6518.9867, mean_absolute_error: 0.0033, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9989, predictive_accuracy: 0.9989, prior_entropy: 0.6204, recall: 0.9989, relative_absolute_error: 0.0127, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0286, root_relative_squared_error: 0.0791, scimark_benchmark: 1248.4673, usercpu_time_millis: 524.39, usercpu_time_millis_testing: 4.816, usercpu_time_millis_training: 519.574,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9967, f_measure: 0.9845, kappa: 0.9405, kb_relative_information_score: 5913.4809, mean_absolute_error: 0.0262, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9845, predictive_accuracy: 0.9845, prior_entropy: 0.6204, recall: 0.9845, relative_absolute_error: 0.1004, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.108, root_relative_squared_error: 0.299, scimark_benchmark: 1270.2848, usercpu_time_millis: 363.859, usercpu_time_millis_testing: 1.694, usercpu_time_millis_training: 362.165,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6580.4099, mean_absolute_error: 0.0007, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9997, predictive_accuracy: 0.9997, prior_entropy: 0.6204, recall: 0.9997, relative_absolute_error: 0.0025, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0164, root_relative_squared_error: 0.0454, scimark_benchmark: 1286.5008, usercpu_time_millis: 262.965, usercpu_time_millis_testing: 0.792, usercpu_time_millis_training: 262.173,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9991, kappa: 0.9965, kb_relative_information_score: 6551.5214, mean_absolute_error: 0.0017, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9991, predictive_accuracy: 0.9991, prior_entropy: 0.6204, recall: 0.9991, relative_absolute_error: 0.0064, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0281, root_relative_squared_error: 0.0779, scimark_benchmark: 1245.8083, usercpu_time_millis: 205.927, usercpu_time_millis_testing: 0.878, usercpu_time_millis_training: 205.049,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9974, kappa: 0.9901, kb_relative_information_score: 6467.2409, mean_absolute_error: 0.005, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9974, predictive_accuracy: 0.9974, prior_entropy: 0.6204, recall: 0.9974, relative_absolute_error: 0.0192, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0485, root_relative_squared_error: 0.1344, scimark_benchmark: 1260.055, usercpu_time_millis: 241.415, usercpu_time_millis_testing: 1.326, usercpu_time_millis_training: 240.089,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9934, f_measure: 0.9663, kappa: 0.8688, kb_relative_information_score: 5273.5604, mean_absolute_error: 0.0512, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9662, predictive_accuracy: 0.9668, prior_entropy: 0.6204, recall: 0.9668, relative_absolute_error: 0.1965, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.1612, root_relative_squared_error: 0.4463, scimark_benchmark: 1265.743, usercpu_time_millis: 723.829, usercpu_time_millis_testing: 6.595, usercpu_time_millis_training: 717.234,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6581.6898, mean_absolute_error: 0.0006, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9997, predictive_accuracy: 0.9997, prior_entropy: 0.6204, recall: 0.9997, relative_absolute_error: 0.0022, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0151, root_relative_squared_error: 0.0419, scimark_benchmark: 1276.2577, usercpu_time_millis: 251.703, usercpu_time_millis_testing: 0.724, usercpu_time_millis_training: 250.979,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9895, f_measure: 0.9544, kappa: 0.8224, kb_relative_information_score: 4833.4119, mean_absolute_error: 0.0645, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9542, predictive_accuracy: 0.9551, prior_entropy: 0.6204, recall: 0.9551, relative_absolute_error: 0.2475, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.1872, root_relative_squared_error: 0.5186, scimark_benchmark: 1287.6944, usercpu_time_millis: 687.432, usercpu_time_millis_testing: 7.343, usercpu_time_millis_training: 680.089,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9608, f_measure: 0.9363, kappa: 0.7447, kb_relative_information_score: 4216.8559, mean_absolute_error: 0.0888, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9374, predictive_accuracy: 0.9394, prior_entropy: 0.6204, recall: 0.9394, relative_absolute_error: 0.3403, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.2087, root_relative_squared_error: 0.5779, scimark_benchmark: 1253.221, usercpu_time_millis: 423.927, usercpu_time_millis_testing: 2.958, usercpu_time_millis_training: 420.969,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6580.1105, mean_absolute_error: 0.0007, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9997, predictive_accuracy: 0.9997, prior_entropy: 0.6204, recall: 0.9997, relative_absolute_error: 0.0026, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0165, root_relative_squared_error: 0.0456, scimark_benchmark: 1235.6513, usercpu_time_millis: 238.613, usercpu_time_millis_testing: 0.754, usercpu_time_millis_training: 237.859,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6562.5058, mean_absolute_error: 0.0012, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0047, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0233, root_relative_squared_error: 0.0646, scimark_benchmark: 1287.648, usercpu_time_millis: 279.863, usercpu_time_millis_testing: 0.937, usercpu_time_millis_training: 278.926,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9998, kappa: 0.9994, kb_relative_information_score: 6572.804, mean_absolute_error: 0.0012, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9998, predictive_accuracy: 0.9998, prior_entropy: 0.6204, recall: 0.9998, relative_absolute_error: 0.0046, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0114, root_relative_squared_error: 0.0317, scimark_benchmark: 1266.9598, usercpu_time_millis: 363.869, usercpu_time_millis_testing: 2.359, usercpu_time_millis_training: 361.51,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9983, kappa: 0.9936, kb_relative_information_score: 6516.987, mean_absolute_error: 0.0033, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9983, predictive_accuracy: 0.9983, prior_entropy: 0.6204, recall: 0.9983, relative_absolute_error: 0.0126, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.039, root_relative_squared_error: 0.1081, scimark_benchmark: 1284.5483, usercpu_time_millis: 285.951, usercpu_time_millis_testing: 0.534, usercpu_time_millis_training: 285.417,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6581.6898, mean_absolute_error: 0.0006, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9997, predictive_accuracy: 0.9997, prior_entropy: 0.6204, recall: 0.9997, relative_absolute_error: 0.0022, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0151, root_relative_squared_error: 0.0419, scimark_benchmark: 1279.5136, usercpu_time_millis: 257.077, usercpu_time_millis_testing: 0.819, usercpu_time_millis_training: 256.258,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9537, f_measure: 0.9324, kappa: 0.7285, kb_relative_information_score: 4041.4453, mean_absolute_error: 0.0946, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9336, predictive_accuracy: 0.9359, prior_entropy: 0.6204, recall: 0.9359, relative_absolute_error: 0.3626, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.2165, root_relative_squared_error: 0.5996, scimark_benchmark: 1272.518, usercpu_time_millis: 491.872, usercpu_time_millis_testing: 3.02, usercpu_time_millis_training: 488.852,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9828, f_measure: 0.9439, kappa: 0.782, kb_relative_information_score: 4455.1394, mean_absolute_error: 0.0767, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9435, predictive_accuracy: 0.9447, prior_entropy: 0.6204, recall: 0.9447, relative_absolute_error: 0.2942, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.2048, root_relative_squared_error: 0.5672, scimark_benchmark: 1269.9264, usercpu_time_millis: 675.994, usercpu_time_millis_testing: 6.303, usercpu_time_millis_training: 669.691,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6581.6898, mean_absolute_error: 0.0006, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9997, predictive_accuracy: 0.9997, prior_entropy: 0.6204, recall: 0.9997, relative_absolute_error: 0.0022, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0151, root_relative_squared_error: 0.0419, scimark_benchmark: 1270.7549, usercpu_time_millis: 283.213, usercpu_time_millis_testing: 0.829, usercpu_time_millis_training: 282.384,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9924, f_measure: 0.9715, kappa: 0.8891, kb_relative_information_score: 5511.704, mean_absolute_error: 0.0419, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9716, predictive_accuracy: 0.972, prior_entropy: 0.6204, recall: 0.972, relative_absolute_error: 0.1607, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.146, root_relative_squared_error: 0.4043, scimark_benchmark: 1277.9495, usercpu_time_millis: 551.254, usercpu_time_millis_testing: 3.807, usercpu_time_millis_training: 547.447,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9937, f_measure: 0.9771, kappa: 0.9115, kb_relative_information_score: 5578.1711, mean_absolute_error: 0.0391, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.977, predictive_accuracy: 0.9773, prior_entropy: 0.6204, recall: 0.9773, relative_absolute_error: 0.1499, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.1314, root_relative_squared_error: 0.3639, scimark_benchmark: 1261.2952, usercpu_time_millis: 354.501, usercpu_time_millis_testing: 2.512, usercpu_time_millis_training: 351.989,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9818, f_measure: 0.9596, kappa: 0.8443, kb_relative_information_score: 4587.1294, mean_absolute_error: 0.0704, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9595, predictive_accuracy: 0.9598, prior_entropy: 0.6204, recall: 0.9598, relative_absolute_error: 0.2698, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.1825, root_relative_squared_error: 0.5055, scimark_benchmark: 1282.5908, usercpu_time_millis: 525.713, usercpu_time_millis_testing: 4.799, usercpu_time_millis_training: 520.914,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6581.6898, mean_absolute_error: 0.0006, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9997, predictive_accuracy: 0.9997, prior_entropy: 0.6204, recall: 0.9997, relative_absolute_error: 0.0022, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0151, root_relative_squared_error: 0.0419, scimark_benchmark: 1257.2178, usercpu_time_millis: 276.091, usercpu_time_millis_testing: 0.788, usercpu_time_millis_training: 275.303,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9829, f_measure: 0.9488, kappa: 0.7996, kb_relative_information_score: 4705.4924, mean_absolute_error: 0.0709, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9485, predictive_accuracy: 0.9498, prior_entropy: 0.6204, recall: 0.9498, relative_absolute_error: 0.2717, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.1956, root_relative_squared_error: 0.5417, scimark_benchmark: 1263.3334, usercpu_time_millis: 575.619, usercpu_time_millis_testing: 4.316, usercpu_time_millis_training: 571.303,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9829, f_measure: 0.9597, kappa: 0.8419, kb_relative_information_score: 5103.5071, mean_absolute_error: 0.0569, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9599, predictive_accuracy: 0.9607, prior_entropy: 0.6204, recall: 0.9607, relative_absolute_error: 0.2183, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.1712, root_relative_squared_error: 0.4742, scimark_benchmark: 1270.2054, usercpu_time_millis: 550.355, usercpu_time_millis_testing: 4.615, usercpu_time_millis_training: 545.74,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6580.9976, mean_absolute_error: 0.0006, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9997, predictive_accuracy: 0.9997, prior_entropy: 0.6204, recall: 0.9997, relative_absolute_error: 0.0024, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.016, root_relative_squared_error: 0.0444, scimark_benchmark: 1237.762, usercpu_time_millis: 239.074, usercpu_time_millis_testing: 0.754, usercpu_time_millis_training: 238.32,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.992, f_measure: 0.9729, kappa: 0.8948, kb_relative_information_score: 5414.9979, mean_absolute_error: 0.0449, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9728, predictive_accuracy: 0.9732, prior_entropy: 0.6204, recall: 0.9732, relative_absolute_error: 0.1721, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.1414, root_relative_squared_error: 0.3917, scimark_benchmark: 1280.3341, usercpu_time_millis: 359.128, usercpu_time_millis_testing: 2.497, usercpu_time_millis_training: 356.631,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9832, f_measure: 0.9491, kappa: 0.801, kb_relative_information_score: 4704.4469, mean_absolute_error: 0.0711, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9488, predictive_accuracy: 0.9501, prior_entropy: 0.6204, recall: 0.9501, relative_absolute_error: 0.2725, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.1953, root_relative_squared_error: 0.5408, scimark_benchmark: 1274.9489, usercpu_time_millis: 732.895, usercpu_time_millis_testing: 7.515, usercpu_time_millis_training: 725.38,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9992, kappa: 0.9971, kb_relative_information_score: 6535.6165, mean_absolute_error: 0.0025, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9992, predictive_accuracy: 0.9992, prior_entropy: 0.6204, recall: 0.9992, relative_absolute_error: 0.0095, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0274, root_relative_squared_error: 0.076, scimark_benchmark: 1281.0812, usercpu_time_millis: 282.533, usercpu_time_millis_testing: 1.468, usercpu_time_millis_training: 281.065,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9988, kappa: 0.9954, kb_relative_information_score: 6550.6699, mean_absolute_error: 0.0017, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9988, predictive_accuracy: 0.9988, prior_entropy: 0.6204, recall: 0.9988, relative_absolute_error: 0.0065, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0287, root_relative_squared_error: 0.0795, scimark_benchmark: 1280.7432, usercpu_time_millis: 256.276, usercpu_time_millis_testing: 0.973, usercpu_time_millis_training: 255.303,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6580.7304, mean_absolute_error: 0.0006, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9997, predictive_accuracy: 0.9997, prior_entropy: 0.6204, recall: 0.9997, relative_absolute_error: 0.0024, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0163, root_relative_squared_error: 0.0451, scimark_benchmark: 1274.1444, usercpu_time_millis: 253.266, usercpu_time_millis_testing: 0.79, usercpu_time_millis_training: 252.476,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9884, f_measure: 0.9566, kappa: 0.8294, kb_relative_information_score: 4942.9609, mean_absolute_error: 0.0607, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9567, predictive_accuracy: 0.9577, prior_entropy: 0.6204, recall: 0.9577, relative_absolute_error: 0.2329, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.1756, root_relative_squared_error: 0.4863, scimark_benchmark: 1254.6191, usercpu_time_millis: 534.475, usercpu_time_millis_testing: 5.602, usercpu_time_millis_training: 528.873,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9956, kappa: 0.9832, kb_relative_information_score: 6372.4068, mean_absolute_error: 0.0091, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9956, predictive_accuracy: 0.9956, prior_entropy: 0.6204, recall: 0.9956, relative_absolute_error: 0.035, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0605, root_relative_squared_error: 0.1676, scimark_benchmark: 1279.2022, usercpu_time_millis: 438.571, usercpu_time_millis_testing: 2.858, usercpu_time_millis_training: 435.713,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9984, f_measure: 0.9781, kappa: 0.9152, kb_relative_information_score: 5869.3718, mean_absolute_error: 0.0284, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9781, predictive_accuracy: 0.9783, prior_entropy: 0.6204, recall: 0.9783, relative_absolute_error: 0.1089, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.1192, root_relative_squared_error: 0.3302, scimark_benchmark: 1284.1925, usercpu_time_millis: 499.452, usercpu_time_millis_testing: 3.138, usercpu_time_millis_training: 496.314,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6581.6898, mean_absolute_error: 0.0006, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9997, predictive_accuracy: 0.9997, prior_entropy: 0.6204, recall: 0.9997, relative_absolute_error: 0.0022, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0151, root_relative_squared_error: 0.0419, scimark_benchmark: 1288.6223, usercpu_time_millis: 314.266, usercpu_time_millis_testing: 0.834, usercpu_time_millis_training: 313.432,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6581.6898, mean_absolute_error: 0.0006, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9997, predictive_accuracy: 0.9997, prior_entropy: 0.6204, recall: 0.9997, relative_absolute_error: 0.0022, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0151, root_relative_squared_error: 0.0419, scimark_benchmark: 1290.0083, usercpu_time_millis: 319.663, usercpu_time_millis_testing: 1.003, usercpu_time_millis_training: 318.66,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9967, kappa: 0.9873, kb_relative_information_score: 6441.0331, mean_absolute_error: 0.0061, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9967, predictive_accuracy: 0.9967, prior_entropy: 0.6204, recall: 0.9967, relative_absolute_error: 0.0236, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0527, root_relative_squared_error: 0.1459, scimark_benchmark: 1263.7837, usercpu_time_millis: 245.614, usercpu_time_millis_testing: 1.333, usercpu_time_millis_training: 244.281,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6581.6898, mean_absolute_error: 0.0006, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9997, predictive_accuracy: 0.9997, prior_entropy: 0.6204, recall: 0.9997, relative_absolute_error: 0.0022, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0151, root_relative_squared_error: 0.0419, scimark_benchmark: 1267.4477, usercpu_time_millis: 314.937, usercpu_time_millis_testing: 0.967, usercpu_time_millis_training: 313.97,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6575.1624, mean_absolute_error: 0.001, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9997, predictive_accuracy: 0.9997, prior_entropy: 0.6204, recall: 0.9997, relative_absolute_error: 0.0038, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0167, root_relative_squared_error: 0.0463, scimark_benchmark: 1259.2187, usercpu_time_millis: 210.415, usercpu_time_millis_testing: 1.345, usercpu_time_millis_training: 209.07,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6581.6898, mean_absolute_error: 0.0006, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9997, predictive_accuracy: 0.9997, prior_entropy: 0.6204, recall: 0.9997, relative_absolute_error: 0.0022, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0151, root_relative_squared_error: 0.0419, scimark_benchmark: 1276.5979, usercpu_time_millis: 312.152, usercpu_time_millis_testing: 0.883, usercpu_time_millis_training: 311.269,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.992, kappa: 0.9691, kb_relative_information_score: 6282.1658, mean_absolute_error: 0.0125, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.992, predictive_accuracy: 0.992, prior_entropy: 0.6204, recall: 0.992, relative_absolute_error: 0.0477, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0757, root_relative_squared_error: 0.2096, scimark_benchmark: 1256.9034, usercpu_time_millis: 513.062, usercpu_time_millis_testing: 3.867, usercpu_time_millis_training: 509.195,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9989, kappa: 0.9959, kb_relative_information_score: 6525.2627, mean_absolute_error: 0.0028, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9989, predictive_accuracy: 0.9989, prior_entropy: 0.6204, recall: 0.9989, relative_absolute_error: 0.0108, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0287, root_relative_squared_error: 0.0795, scimark_benchmark: 1280.8567, usercpu_time_millis: 431.556, usercpu_time_millis_testing: 3.286, usercpu_time_millis_training: 428.27,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.989, f_measure: 0.9672, kappa: 0.8723, kb_relative_information_score: 5178.9655, mean_absolute_error: 0.0535, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9672, predictive_accuracy: 0.9677, prior_entropy: 0.6204, recall: 0.9677, relative_absolute_error: 0.2052, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.1553, root_relative_squared_error: 0.4302, scimark_benchmark: 1261.9436, usercpu_time_millis: 364.7, usercpu_time_millis_testing: 2.61, usercpu_time_millis_training: 362.09,

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

OpenML bootcamp

From your own software

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

OpenML APIs