Task
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: 0.7707, kappa: 0.1505, kb_relative_information_score: 98.2452, mean_absolute_error: 0.1698, mean_prior_absolute_error: 0.1961, number_of_instances: 310, 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,
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: 1335.2021,
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: 1350.4825, usercpu_time_millis: 90, usercpu_time_millis_testing: 40, usercpu_time_millis_training: 50,
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: 1342.6744,
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: 1336.4564, 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: 1308.6872,
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: 1329.5628,
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: 1260.1387, 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: 1354.3488,
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: 1310.6554,
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: 1325.4787, 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: 1332.7986,
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: 1350.7721,
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: 1306.9281,
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: 1336.0954,
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: 1303.5632, 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: 309.1052, 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: 1313.8988, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
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: 1313.8988,
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: 1325.8468, usercpu_time_millis: 10, usercpu_time_millis_testing: 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: 1338.5214,
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: 1346.2927, usercpu_time_millis: 90, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 60,
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: 1286.2211,
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: 1350.7721,
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: 1318.4315, usercpu_time_millis: 20, usercpu_time_millis_training: 20,
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: 1346.2927,
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: 1346.2927,
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: 1342.8632, 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: 1340.9749, 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: 930.5999,
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: 1317.5857, usercpu_time_millis: 10, usercpu_time_millis_testing: 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: 946.9304, usercpu_time_millis: 10, usercpu_time_millis_testing: 10,
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: 946.9304, usercpu_time_millis: 80, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 70,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8759, 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: 1317.5857, usercpu_time_millis: 90, usercpu_time_millis_testing: 40, usercpu_time_millis_training: 50,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9966, 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: 1350.2591, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
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: 1317.5857, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
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,
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,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9883, f_measure: 0.9312, kappa: 0.9231, kb_relative_information_score: 284.3899, mean_absolute_error: 0.0246, mean_prior_absolute_error: 0.1961, number_of_instances: 310, precision: 0.9366, predictive_accuracy: 0.9323, prior_entropy: 3.1238, recall: 0.9323, relative_absolute_error: 0.1256, root_mean_prior_squared_error: 0.3131, root_mean_squared_error: 0.1148, root_relative_squared_error: 0.3666,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9972, f_measure: 0.961, kappa: 0.9561, kb_relative_information_score: 294.5861, mean_absolute_error: 0.0161, mean_prior_absolute_error: 0.1961, number_of_instances: 310, precision: 0.9621, predictive_accuracy: 0.9613, prior_entropy: 3.1238, recall: 0.9613, relative_absolute_error: 0.082, root_mean_prior_squared_error: 0.3131, root_mean_squared_error: 0.0864, root_relative_squared_error: 0.2758,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9901, f_measure: 0.8895, kappa: 0.8755, kb_relative_information_score: 267.0696, mean_absolute_error: 0.0442, mean_prior_absolute_error: 0.1961, number_of_instances: 310, precision: 0.8949, predictive_accuracy: 0.8903, prior_entropy: 3.1238, recall: 0.8903, relative_absolute_error: 0.2254, root_mean_prior_squared_error: 0.3131, root_mean_squared_error: 0.1329, root_relative_squared_error: 0.4245,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9742, kappa: 0.9707, kb_relative_information_score: 283.3646, mean_absolute_error: 0.0329, mean_prior_absolute_error: 0.1961, number_of_instances: 310, precision: 0.9747, predictive_accuracy: 0.9742, prior_entropy: 3.1238, recall: 0.9742, relative_absolute_error: 0.168, root_mean_prior_squared_error: 0.3131, root_mean_squared_error: 0.0963, root_relative_squared_error: 0.3075,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5916, f_measure: 0.2638, kappa: 0.1846, kb_relative_information_score: 74.2962, mean_absolute_error: 0.1577, mean_prior_absolute_error: 0.1961, number_of_instances: 310, precision: 0.599, predictive_accuracy: 0.2903, prior_entropy: 3.1238, recall: 0.2903, relative_absolute_error: 0.8042, root_mean_prior_squared_error: 0.3131, root_mean_squared_error: 0.3971, root_relative_squared_error: 1.2684, usercpu_time_millis: 1.667, usercpu_time_millis_testing: 0.193, usercpu_time_millis_training: 1.474,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9854, f_measure: 0.9742, kappa: 0.9707, kb_relative_information_score: 301.2234, mean_absolute_error: 0.0057, mean_prior_absolute_error: 0.1961, number_of_instances: 310, precision: 0.9743, predictive_accuracy: 0.9742, prior_entropy: 3.1238, recall: 0.9742, relative_absolute_error: 0.0292, root_mean_prior_squared_error: 0.3131, root_mean_squared_error: 0.0757, root_relative_squared_error: 0.2419, usercpu_time_millis: 1.062, usercpu_time_millis_testing: 0.423, usercpu_time_millis_training: 0.639,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.976, f_measure: 0.9579, kappa: 0.9524, kb_relative_information_score: 295.6237, mean_absolute_error: 0.0093, mean_prior_absolute_error: 0.1961, number_of_instances: 310, precision: 0.9595, predictive_accuracy: 0.9581, prior_entropy: 3.1238, recall: 0.9581, relative_absolute_error: 0.0475, root_mean_prior_squared_error: 0.3131, root_mean_squared_error: 0.0965, root_relative_squared_error: 0.3083, usercpu_time_millis: 1.518, usercpu_time_millis_testing: 0.048, usercpu_time_millis_training: 1.47,
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, usercpu_time_millis: 2.159, usercpu_time_millis_testing: 0.781, usercpu_time_millis_training: 1.378,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9852, f_measure: 0.9741, kappa: 0.9707, kb_relative_information_score: 300.9131, mean_absolute_error: 0.0057, mean_prior_absolute_error: 0.1961, number_of_instances: 310, precision: 0.9744, predictive_accuracy: 0.9742, prior_entropy: 3.1238, recall: 0.9742, relative_absolute_error: 0.0292, root_mean_prior_squared_error: 0.3131, root_mean_squared_error: 0.0757, root_relative_squared_error: 0.2419, usercpu_time_millis: 33.079, usercpu_time_millis_testing: 1.425, usercpu_time_millis_training: 31.654,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.9968, kappa: 0.9963, kb_relative_information_score: 308.4255, mean_absolute_error: 0.0007, 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: 0.0037, root_mean_prior_squared_error: 0.3131, root_mean_squared_error: 0.0268, root_relative_squared_error: 0.0855, usercpu_time_millis: 1.165, usercpu_time_millis_testing: 0.329, usercpu_time_millis_training: 0.836,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4994, f_measure: 0.079, kappa: -0.0011, kb_relative_information_score: 22.3845, mean_absolute_error: 0.1935, mean_prior_absolute_error: 0.1961, number_of_instances: 310, precision: 0.0662, predictive_accuracy: 0.129, prior_entropy: 3.1238, recall: 0.129, relative_absolute_error: 0.987, root_mean_prior_squared_error: 0.3131, root_mean_squared_error: 0.4399, root_relative_squared_error: 1.4051, usercpu_time_millis: 0.155, usercpu_time_millis_testing: 0.02, usercpu_time_millis_training: 0.135,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8839, f_measure: 0.7975, kappa: 0.7694, kb_relative_information_score: 243.844, mean_absolute_error: 0.0452, mean_prior_absolute_error: 0.1961, number_of_instances: 310, precision: 0.8212, predictive_accuracy: 0.7968, prior_entropy: 3.1238, recall: 0.7968, relative_absolute_error: 0.2303, root_mean_prior_squared_error: 0.3131, root_mean_squared_error: 0.2125, root_relative_squared_error: 0.6787, usercpu_time_millis: 0.199, usercpu_time_millis_testing: 0.054, usercpu_time_millis_training: 0.145,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9875, f_measure: 0.9774, kappa: 0.9744, kb_relative_information_score: 301.9686, mean_absolute_error: 0.005, 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: 0.0256, root_mean_prior_squared_error: 0.3131, root_mean_squared_error: 0.0708, root_relative_squared_error: 0.2262, usercpu_time_millis: 1.087, usercpu_time_millis_testing: 0.051, usercpu_time_millis_training: 1.036,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9908, f_measure: 0.9838, kappa: 0.9817, kb_relative_information_score: 304.2776, mean_absolute_error: 0.0036, mean_prior_absolute_error: 0.1961, number_of_instances: 310, precision: 0.9842, predictive_accuracy: 0.9839, prior_entropy: 3.1238, recall: 0.9839, relative_absolute_error: 0.0183, root_mean_prior_squared_error: 0.3131, root_mean_squared_error: 0.0599, root_relative_squared_error: 0.1912, usercpu_time_millis: 0.925, usercpu_time_millis_testing: 0.144, usercpu_time_millis_training: 0.781,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.9968, kappa: 0.9963, kb_relative_information_score: 308.4255, mean_absolute_error: 0.0007, 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: 0.0037, root_mean_prior_squared_error: 0.3131, root_mean_squared_error: 0.0268, root_relative_squared_error: 0.0855, usercpu_time_millis: 0.196, usercpu_time_millis_testing: 0.186, usercpu_time_millis_training: 0.01,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5009, f_measure: 0.0668, kappa: 0.0019, kb_relative_information_score: 23.3092, mean_absolute_error: 0.1928, mean_prior_absolute_error: 0.1961, number_of_instances: 310, precision: 0.0507, predictive_accuracy: 0.1323, prior_entropy: 3.1238, recall: 0.1323, relative_absolute_error: 0.9833, root_mean_prior_squared_error: 0.3131, root_mean_squared_error: 0.4391, root_relative_squared_error: 1.4025, usercpu_time_millis: 0.212, usercpu_time_millis_testing: 0.017, usercpu_time_millis_training: 0.195,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9722, f_measure: 0.9521, kappa: 0.9451, kb_relative_information_score: 293.6132, mean_absolute_error: 0.0108, mean_prior_absolute_error: 0.1961, number_of_instances: 310, precision: 0.9562, predictive_accuracy: 0.9516, prior_entropy: 3.1238, recall: 0.9516, relative_absolute_error: 0.0548, root_mean_prior_squared_error: 0.3131, root_mean_squared_error: 0.1037, root_relative_squared_error: 0.3312, usercpu_time_millis: 2.246, usercpu_time_millis_testing: 0.746, usercpu_time_millis_training: 1.5,
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, usercpu_time_millis: 2.386, usercpu_time_millis_testing: 0.933, usercpu_time_millis_training: 1.453,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9377, f_measure: 0.89, kappa: 0.8757, kb_relative_information_score: 274.342, mean_absolute_error: 0.0244, mean_prior_absolute_error: 0.1961, number_of_instances: 310, precision: 0.8955, predictive_accuracy: 0.8903, prior_entropy: 3.1238, recall: 0.8903, relative_absolute_error: 0.1243, root_mean_prior_squared_error: 0.3131, root_mean_squared_error: 0.1561, root_relative_squared_error: 0.4986, usercpu_time_millis: 13.525, usercpu_time_millis_testing: 1.017, usercpu_time_millis_training: 12.508,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8617, f_measure: 0.7493, kappa: 0.7257, kb_relative_information_score: 232.5279, mean_absolute_error: 0.0538, mean_prior_absolute_error: 0.1961, number_of_instances: 310, precision: 0.7585, predictive_accuracy: 0.7581, prior_entropy: 3.1238, recall: 0.7581, relative_absolute_error: 0.2742, root_mean_prior_squared_error: 0.3131, root_mean_squared_error: 0.2319, root_relative_squared_error: 0.7406, usercpu_time_millis: 0.101, usercpu_time_millis_testing: 0.008, usercpu_time_millis_training: 0.093,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9264, f_measure: 0.8697, kappa: 0.8536, kb_relative_information_score: 267.394, mean_absolute_error: 0.0287, mean_prior_absolute_error: 0.1961, number_of_instances: 310, precision: 0.8818, predictive_accuracy: 0.871, prior_entropy: 3.1238, recall: 0.871, relative_absolute_error: 0.1462, root_mean_prior_squared_error: 0.3131, root_mean_squared_error: 0.1693, root_relative_squared_error: 0.5408, usercpu_time_millis: 0.409, usercpu_time_millis_testing: 0.255, usercpu_time_millis_training: 0.154,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8971, f_measure: 0.8122, kappa: 0.7954, kb_relative_information_score: 252.2523, mean_absolute_error: 0.0401, mean_prior_absolute_error: 0.1961, number_of_instances: 310, precision: 0.8309, predictive_accuracy: 0.8194, prior_entropy: 3.1238, recall: 0.8194, relative_absolute_error: 0.2047, root_mean_prior_squared_error: 0.3131, root_mean_squared_error: 0.2004, root_relative_squared_error: 0.6399, usercpu_time_millis: 3.084, usercpu_time_millis_testing: 0.011, usercpu_time_millis_training: 3.073,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5096, f_measure: 0.0636, kappa: 0.0191, kb_relative_information_score: 28.1929, mean_absolute_error: 0.1892, mean_prior_absolute_error: 0.1961, number_of_instances: 310, precision: 0.0807, predictive_accuracy: 0.1484, prior_entropy: 3.1238, recall: 0.1484, relative_absolute_error: 0.9651, root_mean_prior_squared_error: 0.3131, root_mean_squared_error: 0.435, root_relative_squared_error: 1.3894, usercpu_time_millis: 0.301, usercpu_time_millis_testing: 0.055, usercpu_time_millis_training: 0.246,

Metric:

Timeline

Plotting contribution timeline

Leaderboard

Rank Name Top Score Entries Highest rank

Note: The leaderboard ignores resubmissions of previous solutions, as well as parameter variations that do not improve performance.

Challenge

In supervised classification, you are given an input dataset in which instances are labeled with a certain class. The goal is to build a model that predicts the class for future unlabeled instances. The model is evaluated using a train-test procedure, e.g. cross-validation.

To make results by different users comparable, you are given the exact train-test folds to be used, and you need to return at least the predictions generated by your model for each of the test instances. OpenML will use these predictions to calculate a range of evaluation measures on the server.

You can also upload your own evaluation measures, provided that the code for doing so is available from the implementation used. For extremely large datasets, it may be infeasible to upload all predictions. In those cases, you need to compute and provide the evaluations yourself.

Optionally, you can upload the model trained on all the input data. There is no restriction on the file format, but please use a well-known format or PMML.

Given inputs

Expected outputs

evaluations A list of user-defined evaluations of the task as key-value pairs. KeyValue (optional)
model A file containing the model built on all the input data. File (optional)
predictions The desired output format Predictions (optional)

How to submit runs

Using your favorite machine learning environment

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

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From your own software

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

OpenML APIs