Task
Supervised Classification on splice

Supervised Classification on splice

Task 45 Supervised Classification splice 20618 runs submitted
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  • at2 basic OpenML-CC18 OpenML100 study_1 study_107 study_123 study_14 study_50 study_7 study_70 study_98 study_99 under100k under1m
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9572, f_measure: 0.9305, kappa: 0.8872, kb_relative_information_score: 1770.4021, mean_absolute_error: 0.2401, mean_prior_absolute_error: 0.4101, number_of_instances: 3190, precision: 0.9308, predictive_accuracy: 0.9304, prior_entropy: 1.4804, recall: 0.9304, relative_absolute_error: 0.5854, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.3024, root_relative_squared_error: 0.6678, scimark_benchmark: 1569.8693, usercpu_time_millis: 3370, usercpu_time_millis_testing: 40, usercpu_time_millis_training: 3330,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9572, f_measure: 0.9305, kappa: 0.8872, kb_relative_information_score: 1770.4021, mean_absolute_error: 0.2401, mean_prior_absolute_error: 0.4101, number_of_instances: 3190, precision: 0.9308, predictive_accuracy: 0.9304, prior_entropy: 1.4804, recall: 0.9304, relative_absolute_error: 0.5854, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.3024, root_relative_squared_error: 0.6678, scimark_benchmark: 1918.8993, usercpu_time_millis: 2480, usercpu_time_millis_testing: 40, usercpu_time_millis_training: 2440,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9572, f_measure: 0.9305, kappa: 0.8872, kb_relative_information_score: 1770.4021, mean_absolute_error: 0.2401, mean_prior_absolute_error: 0.4101, number_of_instances: 3190, precision: 0.9308, predictive_accuracy: 0.9304, prior_entropy: 1.4804, recall: 0.9304, relative_absolute_error: 0.5854, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.3024, root_relative_squared_error: 0.6678, scimark_benchmark: 1901.5233, usercpu_time_millis: 2460, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 2430,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9572, f_measure: 0.9305, kappa: 0.8872, kb_relative_information_score: 1770.4021, mean_absolute_error: 0.2401, mean_prior_absolute_error: 0.4101, number_of_instances: 3190, precision: 0.9308, predictive_accuracy: 0.9304, prior_entropy: 1.4804, recall: 0.9304, relative_absolute_error: 0.5854, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.3024, root_relative_squared_error: 0.6678, scimark_benchmark: 1427.9626, usercpu_time_millis: 3670, usercpu_time_millis_testing: 40, usercpu_time_millis_training: 3630,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9572, f_measure: 0.9305, kappa: 0.8872, kb_relative_information_score: 1770.4021, mean_absolute_error: 0.2401, mean_prior_absolute_error: 0.4101, number_of_instances: 3190, precision: 0.9308, predictive_accuracy: 0.9304, prior_entropy: 1.4804, recall: 0.9304, relative_absolute_error: 0.5854, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.3024, root_relative_squared_error: 0.6678, scimark_benchmark: 1507.6979, usercpu_time_millis: 2510, usercpu_time_millis_testing: 40, usercpu_time_millis_training: 2470,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9572, f_measure: 0.9305, kappa: 0.8872, kb_relative_information_score: 1770.4021, mean_absolute_error: 0.2401, mean_prior_absolute_error: 0.4101, number_of_instances: 3190, precision: 0.9308, predictive_accuracy: 0.9304, prior_entropy: 1.4804, recall: 0.9304, relative_absolute_error: 0.5854, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.3024, root_relative_squared_error: 0.6678, scimark_benchmark: 1551.7802, usercpu_time_millis: 3770, usercpu_time_millis_testing: 60, usercpu_time_millis_training: 3710,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9572, f_measure: 0.9305, kappa: 0.8872, kb_relative_information_score: 1770.4021, mean_absolute_error: 0.2401, mean_prior_absolute_error: 0.4101, number_of_instances: 3190, precision: 0.9308, predictive_accuracy: 0.9304, prior_entropy: 1.4804, recall: 0.9304, relative_absolute_error: 0.5854, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.3024, root_relative_squared_error: 0.6678, scimark_benchmark: 978.0298, usercpu_time_millis: 12970, usercpu_time_millis_testing: 50, usercpu_time_millis_training: 12920,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9572, f_measure: 0.9305, kappa: 0.8872, kb_relative_information_score: 1770.4021, mean_absolute_error: 0.2401, mean_prior_absolute_error: 0.4101, number_of_instances: 3190, precision: 0.9308, predictive_accuracy: 0.9304, prior_entropy: 1.4804, recall: 0.9304, relative_absolute_error: 0.5854, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.3024, root_relative_squared_error: 0.6678, scimark_benchmark: 1044.9918, usercpu_time_millis: 8900, usercpu_time_millis_testing: 50, usercpu_time_millis_training: 8850,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9572, f_measure: 0.9305, kappa: 0.8872, kb_relative_information_score: 1770.4021, mean_absolute_error: 0.2401, mean_prior_absolute_error: 0.4101, number_of_instances: 3190, precision: 0.9308, predictive_accuracy: 0.9304, prior_entropy: 1.4804, recall: 0.9304, relative_absolute_error: 0.5854, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.3024, root_relative_squared_error: 0.6678, scimark_benchmark: 1946.3839, usercpu_time_millis: 2260, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 2240,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9572, f_measure: 0.9305, kappa: 0.8872, kb_relative_information_score: 1770.4021, mean_absolute_error: 0.2401, mean_prior_absolute_error: 0.4101, number_of_instances: 3190, precision: 0.9308, predictive_accuracy: 0.9304, prior_entropy: 1.4804, recall: 0.9304, relative_absolute_error: 0.5854, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.3024, root_relative_squared_error: 0.6678, scimark_benchmark: 978.6351, usercpu_time_millis: 3490, usercpu_time_millis_testing: 40, usercpu_time_millis_training: 3450,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9572, f_measure: 0.9305, kappa: 0.8872, kb_relative_information_score: 1770.4021, mean_absolute_error: 0.2401, mean_prior_absolute_error: 0.4101, number_of_instances: 3190, precision: 0.9308, predictive_accuracy: 0.9304, prior_entropy: 1.4804, recall: 0.9304, relative_absolute_error: 0.5854, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.3024, root_relative_squared_error: 0.6678, scimark_benchmark: 982.0819, usercpu_time_millis: 5640, usercpu_time_millis_testing: 50, usercpu_time_millis_training: 5590,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9572, f_measure: 0.9305, kappa: 0.8872, kb_relative_information_score: 1770.4021, mean_absolute_error: 0.2401, mean_prior_absolute_error: 0.4101, number_of_instances: 3190, precision: 0.9308, predictive_accuracy: 0.9304, prior_entropy: 1.4804, recall: 0.9304, relative_absolute_error: 0.5854, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.3024, root_relative_squared_error: 0.6678, scimark_benchmark: 1185.7974, usercpu_time_millis: 3270, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 3240,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9572, f_measure: 0.9305, kappa: 0.8872, kb_relative_information_score: 1770.4021, mean_absolute_error: 0.2401, mean_prior_absolute_error: 0.4101, number_of_instances: 3190, precision: 0.9308, predictive_accuracy: 0.9304, prior_entropy: 1.4804, recall: 0.9304, relative_absolute_error: 0.5854, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.3024, root_relative_squared_error: 0.6678, scimark_benchmark: 1397.879, usercpu_time_millis: 4600, usercpu_time_millis_testing: 40, usercpu_time_millis_training: 4560,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9572, f_measure: 0.9305, kappa: 0.8872, kb_relative_information_score: 1770.4021, mean_absolute_error: 0.2401, mean_prior_absolute_error: 0.4101, number_of_instances: 3190, precision: 0.9308, predictive_accuracy: 0.9304, prior_entropy: 1.4804, recall: 0.9304, relative_absolute_error: 0.5854, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.3024, root_relative_squared_error: 0.6678, scimark_benchmark: 1332.5853, usercpu_time_millis: 3270, usercpu_time_millis_testing: 40, usercpu_time_millis_training: 3230,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9572, f_measure: 0.9305, kappa: 0.8872, kb_relative_information_score: 1770.4021, mean_absolute_error: 0.2401, mean_prior_absolute_error: 0.4101, number_of_instances: 3190, precision: 0.9308, predictive_accuracy: 0.9304, prior_entropy: 1.4804, recall: 0.9304, relative_absolute_error: 0.5854, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.3024, root_relative_squared_error: 0.6678, scimark_benchmark: 1380.7467, usercpu_time_millis: 4830, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 4800,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9572, f_measure: 0.9305, kappa: 0.8872, kb_relative_information_score: 1770.4021, mean_absolute_error: 0.2401, mean_prior_absolute_error: 0.4101, number_of_instances: 3190, precision: 0.9308, predictive_accuracy: 0.9304, prior_entropy: 1.4804, recall: 0.9304, relative_absolute_error: 0.5854, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.3024, root_relative_squared_error: 0.6678, scimark_benchmark: 1346.1487, usercpu_time_millis: 3670, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 3640,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9572, f_measure: 0.9305, kappa: 0.8872, kb_relative_information_score: 1770.4021, mean_absolute_error: 0.2401, mean_prior_absolute_error: 0.4101, number_of_instances: 3190, precision: 0.9308, predictive_accuracy: 0.9304, prior_entropy: 1.4804, recall: 0.9304, relative_absolute_error: 0.5854, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.3024, root_relative_squared_error: 0.6678, scimark_benchmark: 1392.03, usercpu_time_millis: 3300, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 3270,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9572, f_measure: 0.9305, kappa: 0.8872, kb_relative_information_score: 1770.4021, mean_absolute_error: 0.2401, mean_prior_absolute_error: 0.4101, number_of_instances: 3190, precision: 0.9308, predictive_accuracy: 0.9304, prior_entropy: 1.4804, recall: 0.9304, relative_absolute_error: 0.5854, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.3024, root_relative_squared_error: 0.6678, scimark_benchmark: 1359.7246, usercpu_time_millis: 3000, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 2970,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9572, f_measure: 0.9305, kappa: 0.8872, kb_relative_information_score: 1770.4021, mean_absolute_error: 0.2401, mean_prior_absolute_error: 0.4101, number_of_instances: 3190, precision: 0.9308, predictive_accuracy: 0.9304, prior_entropy: 1.4804, recall: 0.9304, relative_absolute_error: 0.5854, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.3024, root_relative_squared_error: 0.6678, scimark_benchmark: 1333.986, usercpu_time_millis: 3000, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 2970,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9572, f_measure: 0.9305, kappa: 0.8872, kb_relative_information_score: 1770.4021, mean_absolute_error: 0.2401, mean_prior_absolute_error: 0.4101, number_of_instances: 3190, precision: 0.9308, predictive_accuracy: 0.9304, prior_entropy: 1.4804, recall: 0.9304, relative_absolute_error: 0.5854, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.3024, root_relative_squared_error: 0.6678, scimark_benchmark: 1888.3218, usercpu_time_millis: 3930, usercpu_time_millis_testing: 60, usercpu_time_millis_training: 3870,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9572, f_measure: 0.9305, kappa: 0.8872, kb_relative_information_score: 1770.4021, mean_absolute_error: 0.2401, mean_prior_absolute_error: 0.4101, number_of_instances: 3190, precision: 0.9308, predictive_accuracy: 0.9304, prior_entropy: 1.4804, recall: 0.9304, relative_absolute_error: 0.5854, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.3024, root_relative_squared_error: 0.6678, scimark_benchmark: 1424.5401, usercpu_time_millis: 4270, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 4240,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9572, f_measure: 0.9305, kappa: 0.8872, kb_relative_information_score: 1770.4021, mean_absolute_error: 0.2401, mean_prior_absolute_error: 0.4101, number_of_instances: 3190, precision: 0.9308, predictive_accuracy: 0.9304, prior_entropy: 1.4804, recall: 0.9304, relative_absolute_error: 0.5854, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.3024, root_relative_squared_error: 0.6678, scimark_benchmark: 1378.2864, usercpu_time_millis: 3370, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 3340,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9572, f_measure: 0.9305, kappa: 0.8872, kb_relative_information_score: 1770.4021, mean_absolute_error: 0.2401, mean_prior_absolute_error: 0.4101, number_of_instances: 3190, precision: 0.9308, predictive_accuracy: 0.9304, prior_entropy: 1.4804, recall: 0.9304, relative_absolute_error: 0.5854, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.3024, root_relative_squared_error: 0.6678, scimark_benchmark: 1367.5736, usercpu_time_millis: 4100, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 4070,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9572, f_measure: 0.9305, kappa: 0.8872, kb_relative_information_score: 1770.4021, mean_absolute_error: 0.2401, mean_prior_absolute_error: 0.4101, number_of_instances: 3190, precision: 0.9308, predictive_accuracy: 0.9304, prior_entropy: 1.4804, recall: 0.9304, relative_absolute_error: 0.5854, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.3024, root_relative_squared_error: 0.6678, scimark_benchmark: 1356.0321, usercpu_time_millis: 3200, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 3170,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9572, f_measure: 0.9305, kappa: 0.8872, kb_relative_information_score: 1770.4021, mean_absolute_error: 0.2401, mean_prior_absolute_error: 0.4101, number_of_instances: 3190, precision: 0.9308, predictive_accuracy: 0.9304, prior_entropy: 1.4804, recall: 0.9304, relative_absolute_error: 0.5854, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.3024, root_relative_squared_error: 0.6678, scimark_benchmark: 1387.2241, usercpu_time_millis: 4050, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 4020,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9572, f_measure: 0.9305, kappa: 0.8872, kb_relative_information_score: 1770.4021, mean_absolute_error: 0.2401, mean_prior_absolute_error: 0.4101, number_of_instances: 3190, precision: 0.9308, predictive_accuracy: 0.9304, prior_entropy: 1.4804, recall: 0.9304, relative_absolute_error: 0.5854, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.3024, root_relative_squared_error: 0.6678, scimark_benchmark: 1329.7863, usercpu_time_millis: 4150, usercpu_time_millis_testing: 60, usercpu_time_millis_training: 4090,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9572, f_measure: 0.9305, kappa: 0.8872, kb_relative_information_score: 1770.4021, mean_absolute_error: 0.2401, mean_prior_absolute_error: 0.4101, number_of_instances: 3190, precision: 0.9308, predictive_accuracy: 0.9304, prior_entropy: 1.4804, recall: 0.9304, relative_absolute_error: 0.5854, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.3024, root_relative_squared_error: 0.6678, scimark_benchmark: 1857.9477, usercpu_time_millis: 2300, usercpu_time_millis_testing: 40, usercpu_time_millis_training: 2260,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9572, f_measure: 0.9305, kappa: 0.8872, kb_relative_information_score: 1770.4021, mean_absolute_error: 0.2401, mean_prior_absolute_error: 0.4101, number_of_instances: 3190, precision: 0.9308, predictive_accuracy: 0.9304, prior_entropy: 1.4804, recall: 0.9304, relative_absolute_error: 0.5854, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.3024, root_relative_squared_error: 0.6678, scimark_benchmark: 1371.4937, usercpu_time_millis: 3370, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 3340,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9572, f_measure: 0.9305, kappa: 0.8872, kb_relative_information_score: 1770.4021, mean_absolute_error: 0.2401, mean_prior_absolute_error: 0.4101, number_of_instances: 3190, precision: 0.9308, predictive_accuracy: 0.9304, prior_entropy: 1.4804, recall: 0.9304, relative_absolute_error: 0.5854, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.3024, root_relative_squared_error: 0.6678, scimark_benchmark: 1381.4582, usercpu_time_millis: 3930, usercpu_time_millis_testing: 40, usercpu_time_millis_training: 3890,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9572, f_measure: 0.9305, kappa: 0.8872, kb_relative_information_score: 1770.4021, mean_absolute_error: 0.2401, mean_prior_absolute_error: 0.4101, number_of_instances: 3190, precision: 0.9308, predictive_accuracy: 0.9304, prior_entropy: 1.4804, recall: 0.9304, relative_absolute_error: 0.5854, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.3024, root_relative_squared_error: 0.6678, scimark_benchmark: 1887.2525, usercpu_time_millis: 2790, usercpu_time_millis_testing: 40, usercpu_time_millis_training: 2750,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9572, f_measure: 0.9305, kappa: 0.8872, kb_relative_information_score: 1770.4021, mean_absolute_error: 0.2401, mean_prior_absolute_error: 0.4101, number_of_instances: 3190, precision: 0.9308, predictive_accuracy: 0.9304, prior_entropy: 1.4804, recall: 0.9304, relative_absolute_error: 0.5854, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.3024, root_relative_squared_error: 0.6678, scimark_benchmark: 1367.1664, usercpu_time_millis: 3860, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 3830,
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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