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Supervised Classification on diggle_table_a2

Supervised Classification on diggle_table_a2

Task 3578 Supervised Classification diggle_table_a2 447 runs submitted
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  • study_1 study_107 study_41 study_7 under100k under1m
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9966, f_measure: 0.9709, kappa: 0.9671, kb_relative_information_score: 298.6879, mean_absolute_error: 0.0086, mean_prior_absolute_error: 0.1961, number_of_instances: 310, precision: 0.9719, predictive_accuracy: 0.971, prior_entropy: 3.1238, recall: 0.971, relative_absolute_error: 0.0439, root_mean_prior_squared_error: 0.3131, root_mean_squared_error: 0.0759, root_relative_squared_error: 0.2423, scimark_benchmark: 1354.3488,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9935, kappa: 0.9927, kb_relative_information_score: 302.3419, mean_absolute_error: 0.0097, mean_prior_absolute_error: 0.1961, number_of_instances: 310, precision: 0.9937, predictive_accuracy: 0.9935, prior_entropy: 3.1238, recall: 0.9935, relative_absolute_error: 0.0496, root_mean_prior_squared_error: 0.3131, root_mean_squared_error: 0.0474, root_relative_squared_error: 0.1515, scimark_benchmark: 1278.6629, usercpu_time_millis: 70, usercpu_time_millis_training: 70,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9948, f_measure: 0.9088, kappa: 0.8976, kb_relative_information_score: 281.6744, mean_absolute_error: 0.0227, mean_prior_absolute_error: 0.1961, number_of_instances: 310, precision: 0.9161, predictive_accuracy: 0.9097, prior_entropy: 3.1238, recall: 0.9097, relative_absolute_error: 0.1156, root_mean_prior_squared_error: 0.3131, root_mean_squared_error: 0.1294, root_relative_squared_error: 0.4132, scimark_benchmark: 918.0213, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9966, f_measure: 0.9709, kappa: 0.9671, kb_relative_information_score: 298.6879, mean_absolute_error: 0.0086, mean_prior_absolute_error: 0.1961, number_of_instances: 310, precision: 0.9719, predictive_accuracy: 0.971, prior_entropy: 3.1238, recall: 0.971, relative_absolute_error: 0.0439, root_mean_prior_squared_error: 0.3131, root_mean_squared_error: 0.0759, root_relative_squared_error: 0.2423, scimark_benchmark: 918.0213,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9966, f_measure: 0.9709, kappa: 0.9671, kb_relative_information_score: 298.6879, mean_absolute_error: 0.0086, mean_prior_absolute_error: 0.1961, number_of_instances: 310, precision: 0.9719, predictive_accuracy: 0.971, prior_entropy: 3.1238, recall: 0.971, relative_absolute_error: 0.0439, root_mean_prior_squared_error: 0.3131, root_mean_squared_error: 0.0759, root_relative_squared_error: 0.2423, scimark_benchmark: 918.0213,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9966, f_measure: 0.9709, kappa: 0.9671, kb_relative_information_score: 298.6879, mean_absolute_error: 0.0086, mean_prior_absolute_error: 0.1961, number_of_instances: 310, precision: 0.9719, predictive_accuracy: 0.971, prior_entropy: 3.1238, recall: 0.971, relative_absolute_error: 0.0439, root_mean_prior_squared_error: 0.3131, root_mean_squared_error: 0.0759, root_relative_squared_error: 0.2423, scimark_benchmark: 938.0414,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 309.7134, mean_prior_absolute_error: 0.1961, number_of_instances: 310, precision: 1, predictive_accuracy: 1, prior_entropy: 3.1238, recall: 1, root_mean_prior_squared_error: 0.3131, scimark_benchmark: 1261.7298,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9935, kappa: 0.9927, kb_relative_information_score: 302.3419, mean_absolute_error: 0.0097, mean_prior_absolute_error: 0.1961, number_of_instances: 310, precision: 0.9937, predictive_accuracy: 0.9935, prior_entropy: 3.1238, recall: 0.9935, relative_absolute_error: 0.0496, root_mean_prior_squared_error: 0.3131, root_mean_squared_error: 0.0474, root_relative_squared_error: 0.1515, scimark_benchmark: 1260.1387, usercpu_time_millis: 60, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 50,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9948, f_measure: 0.9088, kappa: 0.8976, kb_relative_information_score: 281.6744, mean_absolute_error: 0.0227, mean_prior_absolute_error: 0.1961, number_of_instances: 310, precision: 0.9161, predictive_accuracy: 0.9097, prior_entropy: 3.1238, recall: 0.9097, relative_absolute_error: 0.1156, root_mean_prior_squared_error: 0.3131, root_mean_squared_error: 0.1294, root_relative_squared_error: 0.4132, scimark_benchmark: 1345.7204,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9966, f_measure: 0.9709, kappa: 0.9671, kb_relative_information_score: 298.6879, mean_absolute_error: 0.0086, mean_prior_absolute_error: 0.1961, number_of_instances: 310, precision: 0.9719, predictive_accuracy: 0.971, prior_entropy: 3.1238, recall: 0.971, relative_absolute_error: 0.0439, root_mean_prior_squared_error: 0.3131, root_mean_squared_error: 0.0759, root_relative_squared_error: 0.2423, scimark_benchmark: 1345.7204,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8759, f_measure: 0.8054, kappa: 0.7535, kb_relative_information_score: 235.0306, mean_absolute_error: 0.048, mean_prior_absolute_error: 0.1961, number_of_instances: 310, precision: 0.9192, predictive_accuracy: 0.7839, prior_entropy: 3.1238, recall: 0.7839, relative_absolute_error: 0.2449, root_mean_prior_squared_error: 0.3131, root_mean_squared_error: 0.2192, root_relative_squared_error: 0.7, scimark_benchmark: 926.6704, usercpu_time_millis: 50, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 40,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9948, f_measure: 0.9088, kappa: 0.8976, kb_relative_information_score: 281.6744, mean_absolute_error: 0.0227, mean_prior_absolute_error: 0.1961, number_of_instances: 310, precision: 0.9161, predictive_accuracy: 0.9097, prior_entropy: 3.1238, recall: 0.9097, relative_absolute_error: 0.1156, root_mean_prior_squared_error: 0.3131, root_mean_squared_error: 0.1294, root_relative_squared_error: 0.4132, scimark_benchmark: 1315.933,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9966, f_measure: 0.9709, kappa: 0.9671, kb_relative_information_score: 298.6879, mean_absolute_error: 0.0086, mean_prior_absolute_error: 0.1961, number_of_instances: 310, precision: 0.9719, predictive_accuracy: 0.971, prior_entropy: 3.1238, recall: 0.971, relative_absolute_error: 0.0439, root_mean_prior_squared_error: 0.3131, root_mean_squared_error: 0.0759, root_relative_squared_error: 0.2423, scimark_benchmark: 933.1165, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9966, f_measure: 0.9709, kappa: 0.9671, kb_relative_information_score: 298.6879, mean_absolute_error: 0.0086, mean_prior_absolute_error: 0.1961, number_of_instances: 310, precision: 0.9719, predictive_accuracy: 0.971, prior_entropy: 3.1238, recall: 0.971, relative_absolute_error: 0.0439, root_mean_prior_squared_error: 0.3131, root_mean_squared_error: 0.0759, root_relative_squared_error: 0.2423, scimark_benchmark: 926.6704, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9919, f_measure: 0.9645, kappa: 0.9598, kb_relative_information_score: 286.2768, mean_absolute_error: 0.0238, mean_prior_absolute_error: 0.1961, number_of_instances: 310, precision: 0.9647, predictive_accuracy: 0.9645, prior_entropy: 3.1238, recall: 0.9645, relative_absolute_error: 0.1211, root_mean_prior_squared_error: 0.3131, root_mean_squared_error: 0.0914, root_relative_squared_error: 0.2919, scimark_benchmark: 1315.933, usercpu_time_millis: 330, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 310,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9935, kappa: 0.9927, kb_relative_information_score: 302.3419, mean_absolute_error: 0.0097, mean_prior_absolute_error: 0.1961, number_of_instances: 310, precision: 0.9937, predictive_accuracy: 0.9935, prior_entropy: 3.1238, recall: 0.9935, relative_absolute_error: 0.0496, root_mean_prior_squared_error: 0.3131, root_mean_squared_error: 0.0474, root_relative_squared_error: 0.1515, scimark_benchmark: 1315.933, usercpu_time_millis: 70, usercpu_time_millis_training: 70,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9948, f_measure: 0.9088, kappa: 0.8976, kb_relative_information_score: 281.6744, mean_absolute_error: 0.0227, mean_prior_absolute_error: 0.1961, number_of_instances: 310, precision: 0.9161, predictive_accuracy: 0.9097, prior_entropy: 3.1238, recall: 0.9097, relative_absolute_error: 0.1156, root_mean_prior_squared_error: 0.3131, root_mean_squared_error: 0.1294, root_relative_squared_error: 0.4132, scimark_benchmark: 1350.073,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9966, f_measure: 0.9709, kappa: 0.9671, kb_relative_information_score: 298.6879, mean_absolute_error: 0.0086, mean_prior_absolute_error: 0.1961, number_of_instances: 310, precision: 0.9719, predictive_accuracy: 0.971, prior_entropy: 3.1238, recall: 0.971, relative_absolute_error: 0.0439, root_mean_prior_squared_error: 0.3131, root_mean_squared_error: 0.0759, root_relative_squared_error: 0.2423, scimark_benchmark: 1322.7383,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9966, f_measure: 0.9709, kappa: 0.9671, kb_relative_information_score: 298.6879, mean_absolute_error: 0.0086, mean_prior_absolute_error: 0.1961, number_of_instances: 310, precision: 0.9719, predictive_accuracy: 0.971, prior_entropy: 3.1238, recall: 0.971, relative_absolute_error: 0.0439, root_mean_prior_squared_error: 0.3131, root_mean_squared_error: 0.0759, root_relative_squared_error: 0.2423, scimark_benchmark: 1322.7383,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9968, kappa: 0.9963, kb_relative_information_score: 303.8672, mean_absolute_error: 0.0077, mean_prior_absolute_error: 0.1961, number_of_instances: 310, precision: 0.9969, predictive_accuracy: 0.9968, prior_entropy: 3.1238, recall: 0.9968, relative_absolute_error: 0.0391, root_mean_prior_squared_error: 0.3131, root_mean_squared_error: 0.0296, root_relative_squared_error: 0.0945, scimark_benchmark: 916.6405, usercpu_time_millis: 60, usercpu_time_millis_training: 60,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 308.76, mean_absolute_error: 0.0014, mean_prior_absolute_error: 0.1961, number_of_instances: 310, precision: 1, predictive_accuracy: 1, prior_entropy: 3.1238, recall: 1, relative_absolute_error: 0.0073, root_mean_prior_squared_error: 0.3131, root_mean_squared_error: 0.0098, root_relative_squared_error: 0.0313, scimark_benchmark: 854.5188, usercpu_time_millis: 90, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 80,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7707, f_measure: 0.1093, kappa: 0.1505, kb_relative_information_score: 98.2452, mean_absolute_error: 0.1698, mean_prior_absolute_error: 0.1961, number_of_instances: 310, precision: 0.0693, predictive_accuracy: 0.2613, prior_entropy: 3.1238, recall: 0.2613, relative_absolute_error: 0.8661, root_mean_prior_squared_error: 0.3131, root_mean_squared_error: 0.2914, root_relative_squared_error: 0.9309, scimark_benchmark: 1349.9917,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9981, f_measure: 0.9903, kappa: 0.989, kb_relative_information_score: 305.6449, mean_absolute_error: 0.004, mean_prior_absolute_error: 0.1961, number_of_instances: 310, precision: 0.9906, predictive_accuracy: 0.9903, prior_entropy: 3.1238, recall: 0.9903, relative_absolute_error: 0.0202, root_mean_prior_squared_error: 0.3131, root_mean_squared_error: 0.0419, root_relative_squared_error: 0.1337, scimark_benchmark: 1335.5424, usercpu_time_millis: 20, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.965, f_measure: 0.9386, kappa: 0.9305, kb_relative_information_score: 289.3779, mean_absolute_error: 0.0136, mean_prior_absolute_error: 0.1961, number_of_instances: 310, precision: 0.9397, predictive_accuracy: 0.9387, prior_entropy: 3.1238, recall: 0.9387, relative_absolute_error: 0.0695, root_mean_prior_squared_error: 0.3131, root_mean_squared_error: 0.1167, root_relative_squared_error: 0.3727, scimark_benchmark: 1334.4761,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9948, f_measure: 0.9088, kappa: 0.8976, kb_relative_information_score: 281.6744, mean_absolute_error: 0.0227, mean_prior_absolute_error: 0.1961, number_of_instances: 310, precision: 0.9161, predictive_accuracy: 0.9097, prior_entropy: 3.1238, recall: 0.9097, relative_absolute_error: 0.1156, root_mean_prior_squared_error: 0.3131, root_mean_squared_error: 0.1294, root_relative_squared_error: 0.4132, scimark_benchmark: 1341.4232,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 306.7927, mean_absolute_error: 0.004, mean_prior_absolute_error: 0.1961, number_of_instances: 310, precision: 1, predictive_accuracy: 1, prior_entropy: 3.1238, recall: 1, relative_absolute_error: 0.0205, root_mean_prior_squared_error: 0.3131, root_mean_squared_error: 0.024, root_relative_squared_error: 0.0767, scimark_benchmark: 1335.6393, usercpu_time_millis: 720, usercpu_time_millis_training: 720,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6826, f_measure: 0.4408, kappa: 0.3705, kb_relative_information_score: 132.9236, mean_absolute_error: 0.1233, mean_prior_absolute_error: 0.1961, number_of_instances: 310, precision: 0.5004, predictive_accuracy: 0.4452, prior_entropy: 3.1238, recall: 0.4452, relative_absolute_error: 0.6288, root_mean_prior_squared_error: 0.3131, root_mean_squared_error: 0.3511, root_relative_squared_error: 1.1215, scimark_benchmark: 1261.7298, usercpu_time_millis: 110, usercpu_time_millis_training: 110,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9966, f_measure: 0.9709, kappa: 0.9671, kb_relative_information_score: 298.6879, mean_absolute_error: 0.0086, mean_prior_absolute_error: 0.1961, number_of_instances: 310, precision: 0.9719, predictive_accuracy: 0.971, prior_entropy: 3.1238, recall: 0.971, relative_absolute_error: 0.0439, root_mean_prior_squared_error: 0.3131, root_mean_squared_error: 0.0759, root_relative_squared_error: 0.2423, scimark_benchmark: 1316.5986,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 309.7134, mean_prior_absolute_error: 0.1961, number_of_instances: 310, precision: 1, predictive_accuracy: 1, prior_entropy: 3.1238, recall: 1, root_mean_prior_squared_error: 0.3131, scimark_benchmark: 1316.5986,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9717, f_measure: 0.589, kappa: 0.6008, kb_relative_information_score: 167.2049, mean_absolute_error: 0.1383, mean_prior_absolute_error: 0.1961, number_of_instances: 310, precision: 0.6781, predictive_accuracy: 0.6516, prior_entropy: 3.1238, recall: 0.6516, relative_absolute_error: 0.7052, root_mean_prior_squared_error: 0.3131, root_mean_squared_error: 0.2557, root_relative_squared_error: 0.8167, scimark_benchmark: 1331.482, usercpu_time_millis: 370, usercpu_time_millis_testing: 370,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9839, kappa: 0.9817, kb_relative_information_score: 304.1489, mean_absolute_error: 0.0057, mean_prior_absolute_error: 0.1961, number_of_instances: 310, precision: 0.9844, predictive_accuracy: 0.9839, prior_entropy: 3.1238, recall: 0.9839, relative_absolute_error: 0.0292, root_mean_prior_squared_error: 0.3131, root_mean_squared_error: 0.0521, root_relative_squared_error: 0.1664, scimark_benchmark: 1334.4761, usercpu_time_millis: 1090, usercpu_time_millis_testing: 1090,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 309.7134, mean_prior_absolute_error: 0.1961, number_of_instances: 310, precision: 1, predictive_accuracy: 1, prior_entropy: 3.1238, recall: 1, root_mean_prior_squared_error: 0.3131, scimark_benchmark: 1296.8947, usercpu_time_millis: 10, usercpu_time_millis_testing: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.574, f_measure: 0.1959, kappa: 0.1524, kb_relative_information_score: 69.2078, mean_absolute_error: 0.1677, mean_prior_absolute_error: 0.1961, number_of_instances: 310, precision: 0.264, predictive_accuracy: 0.2452, prior_entropy: 3.1238, recall: 0.2452, relative_absolute_error: 0.8554, root_mean_prior_squared_error: 0.3131, root_mean_squared_error: 0.4096, root_relative_squared_error: 1.3081, scimark_benchmark: 1329.8847, usercpu_time_millis: 140, usercpu_time_millis_training: 140,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 277.0719, mean_absolute_error: 0.045, mean_prior_absolute_error: 0.1961, number_of_instances: 310, precision: 1, predictive_accuracy: 1, prior_entropy: 3.1238, recall: 1, relative_absolute_error: 0.2295, root_mean_prior_squared_error: 0.3131, root_mean_squared_error: 0.0733, root_relative_squared_error: 0.2341, scimark_benchmark: 1360.2999, usercpu_time_millis: 20, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 309.7134, mean_prior_absolute_error: 0.1961, number_of_instances: 310, precision: 1, predictive_accuracy: 1, prior_entropy: 3.1238, recall: 1, root_mean_prior_squared_error: 0.3131, scimark_benchmark: 1249.4068, usercpu_time_millis: 20, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9935, kappa: 0.9927, kb_relative_information_score: 285.3594, mean_absolute_error: 0.0312, mean_prior_absolute_error: 0.1961, number_of_instances: 310, precision: 0.9937, predictive_accuracy: 0.9935, prior_entropy: 3.1238, recall: 0.9935, relative_absolute_error: 0.159, root_mean_prior_squared_error: 0.3131, root_mean_squared_error: 0.0888, root_relative_squared_error: 0.2837, scimark_benchmark: 1321.5205, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.9935, kappa: 0.9927, kb_relative_information_score: 307.419, mean_absolute_error: 0.0014, mean_prior_absolute_error: 0.1961, number_of_instances: 310, precision: 0.9937, predictive_accuracy: 0.9935, prior_entropy: 3.1238, recall: 0.9935, relative_absolute_error: 0.0073, root_mean_prior_squared_error: 0.3131, root_mean_squared_error: 0.0377, root_relative_squared_error: 0.1203, scimark_benchmark: 1321.5205, usercpu_time_millis: 270, usercpu_time_millis_training: 270,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.9935, kappa: 0.9927, kb_relative_information_score: 307.4193, mean_absolute_error: 0.0014, mean_prior_absolute_error: 0.1961, number_of_instances: 310, precision: 0.9937, predictive_accuracy: 0.9935, prior_entropy: 3.1238, recall: 0.9935, relative_absolute_error: 0.0073, root_mean_prior_squared_error: 0.3131, root_mean_squared_error: 0.0377, root_relative_squared_error: 0.1203, scimark_benchmark: 1318.8785, usercpu_time_millis: 150, usercpu_time_millis_training: 150,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 308.7404, mean_absolute_error: 0.0015, mean_prior_absolute_error: 0.1961, number_of_instances: 310, precision: 1, predictive_accuracy: 1, prior_entropy: 3.1238, recall: 1, relative_absolute_error: 0.0074, root_mean_prior_squared_error: 0.3131, root_mean_squared_error: 0.0098, root_relative_squared_error: 0.0312, scimark_benchmark: 1270.2428, usercpu_time_millis: 140, usercpu_time_millis_training: 140,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 308.9125, mean_absolute_error: 0.0012, mean_prior_absolute_error: 0.1961, number_of_instances: 310, precision: 1, predictive_accuracy: 1, prior_entropy: 3.1238, recall: 1, relative_absolute_error: 0.0061, root_mean_prior_squared_error: 0.3131, root_mean_squared_error: 0.0092, root_relative_squared_error: 0.0294, scimark_benchmark: 1262.9237, usercpu_time_millis: 50, usercpu_time_millis_training: 50,
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: 0.9668, f_measure: 0.9091, kappa: 0.8976, kb_relative_information_score: 280.2125, mean_absolute_error: 0.0218, mean_prior_absolute_error: 0.1961, number_of_instances: 310, precision: 0.9105, predictive_accuracy: 0.9097, prior_entropy: 3.1238, recall: 0.9097, relative_absolute_error: 0.1111, root_mean_prior_squared_error: 0.3131, root_mean_squared_error: 0.1356, root_relative_squared_error: 0.4332, scimark_benchmark: 1290.7136,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9668, f_measure: 0.9091, kappa: 0.8976, kb_relative_information_score: 280.2125, mean_absolute_error: 0.0218, mean_prior_absolute_error: 0.1961, number_of_instances: 310, precision: 0.9105, predictive_accuracy: 0.9097, prior_entropy: 3.1238, recall: 0.9097, relative_absolute_error: 0.1111, root_mean_prior_squared_error: 0.3131, root_mean_squared_error: 0.1356, root_relative_squared_error: 0.4332, scimark_benchmark: 934.4732, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 309.7134, mean_prior_absolute_error: 0.1961, number_of_instances: 310, precision: 1, predictive_accuracy: 1, prior_entropy: 3.1238, recall: 1, root_mean_prior_squared_error: 0.3131, scimark_benchmark: 1334.8495,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9796, f_measure: 0.8732, kappa: 0.8573, kb_relative_information_score: 268.9226, mean_absolute_error: 0.0292, mean_prior_absolute_error: 0.1961, number_of_instances: 310, precision: 0.8841, predictive_accuracy: 0.8742, prior_entropy: 3.1238, recall: 0.8742, relative_absolute_error: 0.1487, root_mean_prior_squared_error: 0.3131, root_mean_squared_error: 0.1624, root_relative_squared_error: 0.5187, scimark_benchmark: 1341.994, usercpu_time_millis: 10, usercpu_time_millis_testing: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9797, f_measure: 0.8702, kappa: 0.8536, kb_relative_information_score: 269.173, mean_absolute_error: 0.0292, mean_prior_absolute_error: 0.1961, number_of_instances: 310, precision: 0.881, predictive_accuracy: 0.871, prior_entropy: 3.1238, recall: 0.871, relative_absolute_error: 0.1488, root_mean_prior_squared_error: 0.3131, root_mean_squared_error: 0.1622, root_relative_squared_error: 0.5179, scimark_benchmark: 1339.944, usercpu_time_millis: 10, usercpu_time_millis_testing: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9754, f_measure: 0.7766, kappa: 0.7651, kb_relative_information_score: 160.5242, mean_absolute_error: 0.141, mean_prior_absolute_error: 0.1961, number_of_instances: 310, precision: 0.8534, predictive_accuracy: 0.7935, prior_entropy: 3.1238, recall: 0.7935, relative_absolute_error: 0.7189, root_mean_prior_squared_error: 0.3131, root_mean_squared_error: 0.2429, root_relative_squared_error: 0.7757, scimark_benchmark: 1315.4655, usercpu_time_millis: 20, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9979, f_measure: 0.9903, kappa: 0.989, kb_relative_information_score: 306.6617, mean_absolute_error: 0.0022, mean_prior_absolute_error: 0.1961, number_of_instances: 310, precision: 0.9904, predictive_accuracy: 0.9903, prior_entropy: 3.1238, recall: 0.9903, relative_absolute_error: 0.0112, root_mean_prior_squared_error: 0.3131, root_mean_squared_error: 0.0422, root_relative_squared_error: 0.1348, scimark_benchmark: 923.6051, usercpu_time_millis: 300, usercpu_time_millis_training: 300,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 305.6867, mean_absolute_error: 0.0062, mean_prior_absolute_error: 0.1961, number_of_instances: 310, precision: 1, predictive_accuracy: 1, prior_entropy: 3.1238, recall: 1, relative_absolute_error: 0.0314, root_mean_prior_squared_error: 0.3131, root_mean_squared_error: 0.0098, root_relative_squared_error: 0.0313, scimark_benchmark: 1334.8495,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7793, f_measure: 0.1089, kappa: 0.1504, kb_relative_information_score: 98.1276, mean_absolute_error: 0.1699, mean_prior_absolute_error: 0.1961, number_of_instances: 310, precision: 0.0689, predictive_accuracy: 0.2613, prior_entropy: 3.1238, recall: 0.2613, relative_absolute_error: 0.8666, root_mean_prior_squared_error: 0.3131, root_mean_squared_error: 0.2915, root_relative_squared_error: 0.9311, scimark_benchmark: 1329.0992,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9769, f_measure: 0.9422, kappa: 0.9341, kb_relative_information_score: 288.6037, mean_absolute_error: 0.0154, mean_prior_absolute_error: 0.1961, number_of_instances: 310, precision: 0.9458, predictive_accuracy: 0.9419, prior_entropy: 3.1238, recall: 0.9419, relative_absolute_error: 0.0785, root_mean_prior_squared_error: 0.3131, root_mean_squared_error: 0.1114, root_relative_squared_error: 0.3557, scimark_benchmark: 939.9176, usercpu_time_millis: 20, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 308.6616, mean_absolute_error: 0.0016, mean_prior_absolute_error: 0.1961, number_of_instances: 310, precision: 1, predictive_accuracy: 1, prior_entropy: 3.1238, recall: 1, relative_absolute_error: 0.0081, root_mean_prior_squared_error: 0.3131, root_mean_squared_error: 0.0083, root_relative_squared_error: 0.0265, scimark_benchmark: 1307.7326, usercpu_time_millis: 80, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 70,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9817, f_measure: 0.9678, kappa: 0.9634, kb_relative_information_score: 298.9244, mean_absolute_error: 0.0072, mean_prior_absolute_error: 0.1961, number_of_instances: 310, precision: 0.968, predictive_accuracy: 0.9677, prior_entropy: 3.1238, recall: 0.9677, relative_absolute_error: 0.0366, root_mean_prior_squared_error: 0.3131, root_mean_squared_error: 0.0847, root_relative_squared_error: 0.2704, scimark_benchmark: 932.0242,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9968, kappa: 0.9963, kb_relative_information_score: 303.8672, mean_absolute_error: 0.0077, mean_prior_absolute_error: 0.1961, number_of_instances: 310, precision: 0.9969, predictive_accuracy: 0.9968, prior_entropy: 3.1238, recall: 0.9968, relative_absolute_error: 0.0391, root_mean_prior_squared_error: 0.3131, root_mean_squared_error: 0.0296, root_relative_squared_error: 0.0945, scimark_benchmark: 1322.496, usercpu_time_millis: 50, usercpu_time_millis_training: 50,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9968, kappa: 0.9963, kb_relative_information_score: 303.8672, mean_absolute_error: 0.0077, mean_prior_absolute_error: 0.1961, number_of_instances: 310, precision: 0.9969, predictive_accuracy: 0.9968, prior_entropy: 3.1238, recall: 0.9968, relative_absolute_error: 0.0391, root_mean_prior_squared_error: 0.3131, root_mean_squared_error: 0.0296, root_relative_squared_error: 0.0945, scimark_benchmark: 1331.6907, usercpu_time_millis: 40, usercpu_time_millis_training: 40,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9968, kappa: 0.9963, kb_relative_information_score: 287.2791, mean_absolute_error: 0.0293, mean_prior_absolute_error: 0.1961, number_of_instances: 310, precision: 0.9969, predictive_accuracy: 0.9968, prior_entropy: 3.1238, recall: 0.9968, relative_absolute_error: 0.1493, root_mean_prior_squared_error: 0.3131, root_mean_squared_error: 0.0827, root_relative_squared_error: 0.2643, scimark_benchmark: 1334.8495, usercpu_time_millis: 120, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 100,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9935, kappa: 0.9927, kb_relative_information_score: 286.8462, mean_absolute_error: 0.0297, mean_prior_absolute_error: 0.1961, number_of_instances: 310, precision: 0.9937, predictive_accuracy: 0.9935, prior_entropy: 3.1238, recall: 0.9935, relative_absolute_error: 0.1514, root_mean_prior_squared_error: 0.3131, root_mean_squared_error: 0.0843, root_relative_squared_error: 0.2691, scimark_benchmark: 1334.8495, usercpu_time_millis: 60, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 50,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9774, kappa: 0.9744, kb_relative_information_score: 282.8431, mean_absolute_error: 0.0335, mean_prior_absolute_error: 0.1961, number_of_instances: 310, precision: 0.9778, predictive_accuracy: 0.9774, prior_entropy: 3.1238, recall: 0.9774, relative_absolute_error: 0.1707, root_mean_prior_squared_error: 0.3131, root_mean_squared_error: 0.0967, root_relative_squared_error: 0.3089, scimark_benchmark: 1338.9143, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.9935, kappa: 0.9927, kb_relative_information_score: 307.419, mean_absolute_error: 0.0014, mean_prior_absolute_error: 0.1961, number_of_instances: 310, precision: 0.9937, predictive_accuracy: 0.9935, prior_entropy: 3.1238, recall: 0.9935, relative_absolute_error: 0.0073, root_mean_prior_squared_error: 0.3131, root_mean_squared_error: 0.0377, root_relative_squared_error: 0.1203, scimark_benchmark: 1332.6319, usercpu_time_millis: 560, usercpu_time_millis_training: 560,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8759, f_measure: 0.8054, kappa: 0.7535, kb_relative_information_score: 235.0306, mean_absolute_error: 0.048, mean_prior_absolute_error: 0.1961, number_of_instances: 310, precision: 0.9192, predictive_accuracy: 0.7839, prior_entropy: 3.1238, recall: 0.7839, relative_absolute_error: 0.2449, root_mean_prior_squared_error: 0.3131, root_mean_squared_error: 0.2192, root_relative_squared_error: 0.7, scimark_benchmark: 935.5075, usercpu_time_millis: 60, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 40,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9709, kappa: 0.9671, kb_relative_information_score: 299.662, mean_absolute_error: 0.0078, mean_prior_absolute_error: 0.1961, number_of_instances: 310, precision: 0.9715, predictive_accuracy: 0.971, prior_entropy: 3.1238, recall: 0.971, relative_absolute_error: 0.0398, root_mean_prior_squared_error: 0.3131, root_mean_squared_error: 0.0671, root_relative_squared_error: 0.2143, scimark_benchmark: 906.4475,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4848, f_measure: 0.0309, kb_relative_information_score: 0.2738, mean_absolute_error: 0.1961, mean_prior_absolute_error: 0.1961, number_of_instances: 310, precision: 0.0175, predictive_accuracy: 0.1323, prior_entropy: 3.1238, recall: 0.1323, relative_absolute_error: 1.0001, root_mean_prior_squared_error: 0.3131, root_mean_squared_error: 0.3131, root_relative_squared_error: 1.0001, scimark_benchmark: 926.6704,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9798, f_measure: 0.9201, kappa: 0.9087, kb_relative_information_score: 142.5561, mean_absolute_error: 0.1508, mean_prior_absolute_error: 0.1961, number_of_instances: 310, precision: 0.9243, predictive_accuracy: 0.9194, prior_entropy: 3.1238, recall: 0.9194, relative_absolute_error: 0.769, root_mean_prior_squared_error: 0.3131, root_mean_squared_error: 0.2511, root_relative_squared_error: 0.8019, scimark_benchmark: 932.0242,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9797, f_measure: 0.8694, kappa: 0.8536, kb_relative_information_score: 269.6909, mean_absolute_error: 0.0289, mean_prior_absolute_error: 0.1961, number_of_instances: 310, precision: 0.8817, predictive_accuracy: 0.871, prior_entropy: 3.1238, recall: 0.871, relative_absolute_error: 0.1473, root_mean_prior_squared_error: 0.3131, root_mean_squared_error: 0.1611, root_relative_squared_error: 0.5145, scimark_benchmark: 934.1747, usercpu_time_millis: 20, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9935, kappa: 0.9927, kb_relative_information_score: 287.1897, mean_absolute_error: 0.0294, mean_prior_absolute_error: 0.1961, number_of_instances: 310, precision: 0.9937, predictive_accuracy: 0.9935, prior_entropy: 3.1238, recall: 0.9935, relative_absolute_error: 0.1499, root_mean_prior_squared_error: 0.3131, root_mean_squared_error: 0.0829, root_relative_squared_error: 0.2648, scimark_benchmark: 1028.5889, usercpu_time_millis: 40, usercpu_time_millis_training: 40,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9935, kappa: 0.9927, kb_relative_information_score: 307.4744, mean_absolute_error: 0.0013, mean_prior_absolute_error: 0.1961, number_of_instances: 310, precision: 0.9937, predictive_accuracy: 0.9935, prior_entropy: 3.1238, recall: 0.9935, relative_absolute_error: 0.0069, root_mean_prior_squared_error: 0.3131, root_mean_squared_error: 0.0356, root_relative_squared_error: 0.1138, scimark_benchmark: 925.4974, usercpu_time_millis: 80, usercpu_time_millis_training: 80,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9935, kappa: 0.9927, kb_relative_information_score: 307.647, mean_absolute_error: 0.0015, mean_prior_absolute_error: 0.1961, number_of_instances: 310, precision: 0.9937, predictive_accuracy: 0.9935, prior_entropy: 3.1238, recall: 0.9935, relative_absolute_error: 0.0078, root_mean_prior_squared_error: 0.3131, root_mean_squared_error: 0.0331, root_relative_squared_error: 0.1056, scimark_benchmark: 869.6028, usercpu_time_millis: 70, usercpu_time_millis_training: 70,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 309.0162, mean_absolute_error: 0.001, mean_prior_absolute_error: 0.1961, number_of_instances: 310, precision: 1, predictive_accuracy: 1, prior_entropy: 3.1238, recall: 1, relative_absolute_error: 0.0053, root_mean_prior_squared_error: 0.3131, root_mean_squared_error: 0.0094, root_relative_squared_error: 0.0299, scimark_benchmark: 940.0008, usercpu_time_millis: 40, usercpu_time_millis_training: 40,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 309.1052, mean_absolute_error: 0.0009, mean_prior_absolute_error: 0.1961, number_of_instances: 310, precision: 1, predictive_accuracy: 1, prior_entropy: 3.1238, recall: 1, relative_absolute_error: 0.0045, root_mean_prior_squared_error: 0.3131, root_mean_squared_error: 0.0105, root_relative_squared_error: 0.0334, scimark_benchmark: 889.3151, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9834, f_measure: 0.971, kappa: 0.9671, kb_relative_information_score: 299.9452, mean_absolute_error: 0.0065, mean_prior_absolute_error: 0.1961, number_of_instances: 310, precision: 0.9714, predictive_accuracy: 0.971, prior_entropy: 3.1238, recall: 0.971, relative_absolute_error: 0.0329, root_mean_prior_squared_error: 0.3131, root_mean_squared_error: 0.0803, root_relative_squared_error: 0.2565, scimark_benchmark: 1363.434,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7707, f_measure: 0.1093, kappa: 0.1505, kb_relative_information_score: 98.2452, mean_absolute_error: 0.1698, mean_prior_absolute_error: 0.1961, number_of_instances: 310, precision: 0.0693, predictive_accuracy: 0.2613, prior_entropy: 3.1238, recall: 0.2613, relative_absolute_error: 0.8661, root_mean_prior_squared_error: 0.3131, root_mean_squared_error: 0.2914, root_relative_squared_error: 0.9309, scimark_benchmark: 1333.5799,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7707, f_measure: 0.1093, kappa: 0.1505, kb_relative_information_score: 98.2452, mean_absolute_error: 0.1698, mean_prior_absolute_error: 0.1961, number_of_instances: 310, precision: 0.0693, predictive_accuracy: 0.2613, prior_entropy: 3.1238, recall: 0.2613, relative_absolute_error: 0.8661, root_mean_prior_squared_error: 0.3131, root_mean_squared_error: 0.2914, root_relative_squared_error: 0.9309, scimark_benchmark: 935.5075,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7707, f_measure: 0.1093, kappa: 0.1505, kb_relative_information_score: 98.2452, mean_absolute_error: 0.1698, mean_prior_absolute_error: 0.1961, number_of_instances: 310, precision: 0.0693, predictive_accuracy: 0.2613, prior_entropy: 3.1238, recall: 0.2613, relative_absolute_error: 0.8661, root_mean_prior_squared_error: 0.3131, root_mean_squared_error: 0.2914, root_relative_squared_error: 0.9309, scimark_benchmark: 918.0213,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7707, f_measure: 0.1093, kappa: 0.1505, kb_relative_information_score: 98.2452, mean_absolute_error: 0.1698, mean_prior_absolute_error: 0.1961, number_of_instances: 310, precision: 0.0693, predictive_accuracy: 0.2613, prior_entropy: 3.1238, recall: 0.2613, relative_absolute_error: 0.8661, root_mean_prior_squared_error: 0.3131, root_mean_squared_error: 0.2914, root_relative_squared_error: 0.9309, scimark_benchmark: 937.1527, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7707, f_measure: 0.1093, kappa: 0.1505, kb_relative_information_score: 98.2452, mean_absolute_error: 0.1698, mean_prior_absolute_error: 0.1961, number_of_instances: 310, precision: 0.0693, predictive_accuracy: 0.2613, prior_entropy: 3.1238, recall: 0.2613, relative_absolute_error: 0.8661, root_mean_prior_squared_error: 0.3131, root_mean_squared_error: 0.2914, root_relative_squared_error: 0.9309, scimark_benchmark: 1324.8395,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9835, kappa: 0.9817, kb_relative_information_score: 303.9592, mean_absolute_error: 0.0067, mean_prior_absolute_error: 0.1961, number_of_instances: 310, precision: 0.9848, predictive_accuracy: 0.9839, prior_entropy: 3.1238, recall: 0.9839, relative_absolute_error: 0.0341, root_mean_prior_squared_error: 0.3131, root_mean_squared_error: 0.0509, root_relative_squared_error: 0.1624, scimark_benchmark: 1384.4418, usercpu_time_millis: 10, usercpu_time_millis_testing: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9968, kappa: 0.9963, kb_relative_information_score: 306.725, mean_absolute_error: 0.004, mean_prior_absolute_error: 0.1961, number_of_instances: 310, precision: 0.9969, predictive_accuracy: 0.9968, prior_entropy: 3.1238, recall: 0.9968, relative_absolute_error: 0.0204, root_mean_prior_squared_error: 0.3131, root_mean_squared_error: 0.0285, root_relative_squared_error: 0.091, scimark_benchmark: 854.5188, usercpu_time_millis: 20, usercpu_time_millis_testing: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7184, f_measure: 0.136, kappa: 0.1465, kb_relative_information_score: 37.4668, mean_absolute_error: 0.189, mean_prior_absolute_error: 0.1961, number_of_instances: 310, precision: 0.1675, predictive_accuracy: 0.2581, prior_entropy: 3.1238, recall: 0.2581, relative_absolute_error: 0.9641, root_mean_prior_squared_error: 0.3131, root_mean_squared_error: 0.3084, root_relative_squared_error: 0.9851, scimark_benchmark: 939.5205, usercpu_time_millis: 250, usercpu_time_millis_testing: 100, usercpu_time_millis_training: 150,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9678, f_measure: 0.7781, kappa: 0.7539, kb_relative_information_score: 89.4621, mean_absolute_error: 0.1744, mean_prior_absolute_error: 0.1961, number_of_instances: 310, precision: 0.8224, predictive_accuracy: 0.7839, prior_entropy: 3.1238, recall: 0.7839, relative_absolute_error: 0.8893, root_mean_prior_squared_error: 0.3131, root_mean_squared_error: 0.2842, root_relative_squared_error: 0.9076, scimark_benchmark: 1301.9956, usercpu_time_millis: 100, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 90,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 306.7927, mean_absolute_error: 0.004, mean_prior_absolute_error: 0.1961, number_of_instances: 310, precision: 1, predictive_accuracy: 1, prior_entropy: 3.1238, recall: 1, relative_absolute_error: 0.0205, root_mean_prior_squared_error: 0.3131, root_mean_squared_error: 0.024, root_relative_squared_error: 0.0767, scimark_benchmark: 1335.643, usercpu_time_millis: 230, usercpu_time_millis_training: 230,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6826, f_measure: 0.4408, kappa: 0.3705, kb_relative_information_score: 132.9236, mean_absolute_error: 0.1233, mean_prior_absolute_error: 0.1961, number_of_instances: 310, precision: 0.5004, predictive_accuracy: 0.4452, prior_entropy: 3.1238, recall: 0.4452, relative_absolute_error: 0.6288, root_mean_prior_squared_error: 0.3131, root_mean_squared_error: 0.3511, root_relative_squared_error: 1.1215, scimark_benchmark: 935.5075, usercpu_time_millis: 160, usercpu_time_millis_training: 160,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9919, f_measure: 0.9645, kappa: 0.9598, kb_relative_information_score: 286.2768, mean_absolute_error: 0.0238, mean_prior_absolute_error: 0.1961, number_of_instances: 310, precision: 0.9647, predictive_accuracy: 0.9645, prior_entropy: 3.1238, recall: 0.9645, relative_absolute_error: 0.1211, root_mean_prior_squared_error: 0.3131, root_mean_squared_error: 0.0914, root_relative_squared_error: 0.2919, scimark_benchmark: 1304.6687, usercpu_time_millis: 290, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 270,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9935, kappa: 0.9927, kb_relative_information_score: 302.3419, mean_absolute_error: 0.0097, mean_prior_absolute_error: 0.1961, number_of_instances: 310, precision: 0.9937, predictive_accuracy: 0.9935, prior_entropy: 3.1238, recall: 0.9935, relative_absolute_error: 0.0496, root_mean_prior_squared_error: 0.3131, root_mean_squared_error: 0.0474, root_relative_squared_error: 0.1515, scimark_benchmark: 1280.6952, usercpu_time_millis: 60, usercpu_time_millis_training: 60,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9798, f_measure: 0.9645, kappa: 0.9598, kb_relative_information_score: 297.9231, mean_absolute_error: 0.0079, mean_prior_absolute_error: 0.1961, number_of_instances: 310, precision: 0.966, predictive_accuracy: 0.9645, prior_entropy: 3.1238, recall: 0.9645, relative_absolute_error: 0.0402, root_mean_prior_squared_error: 0.3131, root_mean_squared_error: 0.0888, root_relative_squared_error: 0.2836, scimark_benchmark: 1318.5526,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 309.6501, mean_absolute_error: 0.0001, mean_prior_absolute_error: 0.1961, number_of_instances: 310, precision: 1, predictive_accuracy: 1, prior_entropy: 3.1238, recall: 1, relative_absolute_error: 0.0005, root_mean_prior_squared_error: 0.3131, root_mean_squared_error: 0.0016, root_relative_squared_error: 0.0052, scimark_benchmark: 1320.2556,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 309.7134, mean_prior_absolute_error: 0.1961, number_of_instances: 310, precision: 1, predictive_accuracy: 1, prior_entropy: 3.1238, recall: 1, root_mean_prior_squared_error: 0.3131, scimark_benchmark: 1354.2491, usercpu_time_millis: 30, usercpu_time_millis_training: 30,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9871, f_measure: 0.9774, kappa: 0.9744, kb_relative_information_score: 301.9258, mean_absolute_error: 0.005, mean_prior_absolute_error: 0.1961, number_of_instances: 310, precision: 0.9777, predictive_accuracy: 0.9774, prior_entropy: 3.1238, recall: 0.9774, relative_absolute_error: 0.0256, root_mean_prior_squared_error: 0.3131, root_mean_squared_error: 0.0708, root_relative_squared_error: 0.2262, scimark_benchmark: 825.5282, usercpu_time_millis: 40, usercpu_time_millis_training: 40,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8764, f_measure: 0.7788, kappa: 0.7467, kb_relative_information_score: 238.2522, mean_absolute_error: 0.0502, mean_prior_absolute_error: 0.1961, number_of_instances: 310, precision: 0.8843, predictive_accuracy: 0.7742, prior_entropy: 3.1238, recall: 0.7742, relative_absolute_error: 0.2559, root_mean_prior_squared_error: 0.3131, root_mean_squared_error: 0.224, root_relative_squared_error: 0.7155, scimark_benchmark: 1290.1085, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9968, kappa: 0.9963, kb_relative_information_score: 301.871, mean_absolute_error: 0.0111, mean_prior_absolute_error: 0.1961, number_of_instances: 310, precision: 0.9969, predictive_accuracy: 0.9968, prior_entropy: 3.1238, recall: 0.9968, relative_absolute_error: 0.0568, root_mean_prior_squared_error: 0.3131, root_mean_squared_error: 0.0347, root_relative_squared_error: 0.1109, scimark_benchmark: 922.9039, usercpu_time_millis: 1210, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 1200,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9817, f_measure: 0.9678, kappa: 0.9634, kb_relative_information_score: 298.8726, mean_absolute_error: 0.0072, mean_prior_absolute_error: 0.1961, number_of_instances: 310, precision: 0.9681, predictive_accuracy: 0.9677, prior_entropy: 3.1238, recall: 0.9677, relative_absolute_error: 0.0366, root_mean_prior_squared_error: 0.3131, root_mean_squared_error: 0.0847, root_relative_squared_error: 0.2704, scimark_benchmark: 1358.4523, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 309.7134, mean_prior_absolute_error: 0.1961, number_of_instances: 310, precision: 1, predictive_accuracy: 1, prior_entropy: 3.1238, recall: 1, root_mean_prior_squared_error: 0.3131, scimark_benchmark: 1351.788,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 309.7134, mean_prior_absolute_error: 0.1961, number_of_instances: 310, precision: 1, predictive_accuracy: 1, prior_entropy: 3.1238, recall: 1, root_mean_prior_squared_error: 0.3131, scimark_benchmark: 1353.5686, usercpu_time_millis: 30, usercpu_time_millis_training: 30,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4848, f_measure: 0.0309, kb_relative_information_score: 0.2738, mean_absolute_error: 0.1961, mean_prior_absolute_error: 0.1961, number_of_instances: 310, precision: 0.0175, predictive_accuracy: 0.1323, prior_entropy: 3.1238, recall: 0.1323, relative_absolute_error: 1.0001, root_mean_prior_squared_error: 0.3131, root_mean_squared_error: 0.3131, root_relative_squared_error: 1.0001, scimark_benchmark: 1505.597,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9817, f_measure: 0.9678, kappa: 0.9634, kb_relative_information_score: 298.9244, mean_absolute_error: 0.0072, mean_prior_absolute_error: 0.1961, number_of_instances: 310, precision: 0.968, predictive_accuracy: 0.9677, prior_entropy: 3.1238, recall: 0.9677, relative_absolute_error: 0.0366, root_mean_prior_squared_error: 0.3131, root_mean_squared_error: 0.0847, root_relative_squared_error: 0.2704, scimark_benchmark: 1465.2979,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9743, f_measure: 0.8863, kappa: 0.872, kb_relative_information_score: 272.8151, mean_absolute_error: 0.0258, mean_prior_absolute_error: 0.1961, number_of_instances: 310, precision: 0.8963, predictive_accuracy: 0.8871, prior_entropy: 3.1238, recall: 0.8871, relative_absolute_error: 0.1314, root_mean_prior_squared_error: 0.3131, root_mean_squared_error: 0.1568, root_relative_squared_error: 0.5008, scimark_benchmark: 931.2336, usercpu_time_millis: 190, usercpu_time_millis_testing: 70, usercpu_time_millis_training: 120,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9617, f_measure: 0.8799, kappa: 0.8646, kb_relative_information_score: 257.2936, mean_absolute_error: 0.0525, mean_prior_absolute_error: 0.1961, number_of_instances: 310, precision: 0.8881, predictive_accuracy: 0.8806, prior_entropy: 3.1238, recall: 0.8806, relative_absolute_error: 0.2678, root_mean_prior_squared_error: 0.3131, root_mean_squared_error: 0.1433, root_relative_squared_error: 0.4577, scimark_benchmark: 932.3943, usercpu_time_millis: 110, usercpu_time_millis_testing: 40, usercpu_time_millis_training: 70,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9626, f_measure: 0.8798, kappa: 0.8646, kb_relative_information_score: 255.2286, mean_absolute_error: 0.0552, mean_prior_absolute_error: 0.1961, number_of_instances: 310, precision: 0.8893, predictive_accuracy: 0.8806, prior_entropy: 3.1238, recall: 0.8806, relative_absolute_error: 0.2816, root_mean_prior_squared_error: 0.3131, root_mean_squared_error: 0.1434, root_relative_squared_error: 0.4581, scimark_benchmark: 941.7954, usercpu_time_millis: 120, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 90,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9626, f_measure: 0.8798, kappa: 0.8646, kb_relative_information_score: 255.2286, mean_absolute_error: 0.0552, mean_prior_absolute_error: 0.1961, number_of_instances: 310, precision: 0.8893, predictive_accuracy: 0.8806, prior_entropy: 3.1238, recall: 0.8806, relative_absolute_error: 0.2816, root_mean_prior_squared_error: 0.3131, root_mean_squared_error: 0.1434, root_relative_squared_error: 0.4581, scimark_benchmark: 923.7642, usercpu_time_millis: 110, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 80,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9626, f_measure: 0.8798, kappa: 0.8646, kb_relative_information_score: 255.2286, mean_absolute_error: 0.0552, mean_prior_absolute_error: 0.1961, number_of_instances: 310, precision: 0.8893, predictive_accuracy: 0.8806, prior_entropy: 3.1238, recall: 0.8806, relative_absolute_error: 0.2816, root_mean_prior_squared_error: 0.3131, root_mean_squared_error: 0.1434, root_relative_squared_error: 0.4581, scimark_benchmark: 894.7455, usercpu_time_millis: 110, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 80,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7707, f_measure: 0.1093, kappa: 0.1505, kb_relative_information_score: 98.2452, mean_absolute_error: 0.1698, mean_prior_absolute_error: 0.1961, number_of_instances: 310, precision: 0.0693, predictive_accuracy: 0.2613, prior_entropy: 3.1238, recall: 0.2613, relative_absolute_error: 0.8661, root_mean_prior_squared_error: 0.3131, root_mean_squared_error: 0.2914, root_relative_squared_error: 0.9309, scimark_benchmark: 894.7455, usercpu_time_millis: 10, usercpu_time_millis_training: 10,

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