OpenML
Supervised Classification on diggle_table_a1

Supervised Classification on diggle_table_a1

Task 3682 Supervised Classification diggle_table_a1 526 runs submitted
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  • mythbusting_1 study_1 study_107 study_15 study_20 study_41 under100k under1m
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5791, build_cpu_time: 0.0012, build_memory: 394894473.8333, f_measure: 0.5202, kappa: 0.0383, kb_relative_information_score: 3.9883, mean_absolute_error: 0.4593, mean_prior_absolute_error: 0.4992, number_of_instances: 48, precision: 0.52, predictive_accuracy: 0.5208, prior_entropy: 0.9988, recall: 0.5208, relative_absolute_error: 0.9201, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.5673, root_relative_squared_error: 1.1356, scimark_benchmark: 929.5397,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.667, build_cpu_time: 0.0019, build_memory: 506864844.3333, f_measure: 0.7083, kappa: 0.4177, kb_relative_information_score: 12.7484, mean_absolute_error: 0.3758, mean_prior_absolute_error: 0.4992, number_of_instances: 48, precision: 0.7108, predictive_accuracy: 0.7083, prior_entropy: 0.9988, recall: 0.7083, relative_absolute_error: 0.7529, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.5051, root_relative_squared_error: 1.0112, scimark_benchmark: 908.8705,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6652, build_cpu_time: 0.0018, build_memory: 259177461.3333, f_measure: 0.7083, kappa: 0.4177, kb_relative_information_score: 12.8236, mean_absolute_error: 0.375, mean_prior_absolute_error: 0.4992, number_of_instances: 48, precision: 0.7108, predictive_accuracy: 0.7083, prior_entropy: 0.9988, recall: 0.7083, relative_absolute_error: 0.7512, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.5054, root_relative_squared_error: 1.0117, scimark_benchmark: 908.8705,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6652, build_cpu_time: 0.0024, build_memory: 1023788958, f_measure: 0.7083, kappa: 0.4177, kb_relative_information_score: 12.8236, mean_absolute_error: 0.375, mean_prior_absolute_error: 0.4992, number_of_instances: 48, precision: 0.7108, predictive_accuracy: 0.7083, prior_entropy: 0.9988, recall: 0.7083, relative_absolute_error: 0.7512, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.5054, root_relative_squared_error: 1.0117, scimark_benchmark: 943.2074,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6652, build_cpu_time: 0.0032, build_memory: 641246831, f_measure: 0.7083, kappa: 0.4177, kb_relative_information_score: 12.8236, mean_absolute_error: 0.375, mean_prior_absolute_error: 0.4992, number_of_instances: 48, precision: 0.7108, predictive_accuracy: 0.7083, prior_entropy: 0.9988, recall: 0.7083, relative_absolute_error: 0.7512, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.5054, root_relative_squared_error: 1.0117, scimark_benchmark: 943.2074,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6652, build_cpu_time: 0.0095, build_memory: 1315811711.8333, f_measure: 0.7083, kappa: 0.4177, kb_relative_information_score: 12.8236, mean_absolute_error: 0.375, mean_prior_absolute_error: 0.4992, number_of_instances: 48, precision: 0.7108, predictive_accuracy: 0.7083, prior_entropy: 0.9988, recall: 0.7083, relative_absolute_error: 0.7512, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.5054, root_relative_squared_error: 1.0117, scimark_benchmark: 943.5504,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7487, build_cpu_time: 0.071, build_memory: 28609600.1667, f_measure: 0.6655, kappa: 0.3368, kb_relative_information_score: 16.7976, mean_absolute_error: 0.3245, mean_prior_absolute_error: 0.4992, number_of_instances: 48, precision: 0.6737, predictive_accuracy: 0.6667, prior_entropy: 0.9988, recall: 0.6667, relative_absolute_error: 0.6502, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.5375, root_relative_squared_error: 1.0759, scimark_benchmark: 939.521,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7617, build_cpu_time: 0.1841, build_memory: 40789741.6667, f_measure: 0.6454, kappa: 0.2941, kb_relative_information_score: 14.5101, mean_absolute_error: 0.3473, mean_prior_absolute_error: 0.4992, number_of_instances: 48, precision: 0.65, predictive_accuracy: 0.6458, prior_entropy: 0.9988, recall: 0.6458, relative_absolute_error: 0.6958, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.568, root_relative_squared_error: 1.1369, scimark_benchmark: 909.5718,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6939, build_cpu_time: 0.2595, build_memory: 153433246.3333, f_measure: 0.6667, kappa: 0.3322, kb_relative_information_score: 14.6865, mean_absolute_error: 0.3485, mean_prior_absolute_error: 0.4992, number_of_instances: 48, precision: 0.6667, predictive_accuracy: 0.6667, prior_entropy: 0.9988, recall: 0.6667, relative_absolute_error: 0.6981, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.5805, root_relative_squared_error: 1.162, scimark_benchmark: 942.3919,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6548, build_cpu_time: 0.9981, build_memory: 169789739.6667, f_measure: 0.625, kappa: 0.2487, kb_relative_information_score: 11.9118, mean_absolute_error: 0.375, mean_prior_absolute_error: 0.4992, number_of_instances: 48, precision: 0.625, predictive_accuracy: 0.625, prior_entropy: 0.9988, recall: 0.625, relative_absolute_error: 0.7513, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.6124, root_relative_squared_error: 1.2258, scimark_benchmark: 933.148,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6939, build_cpu_time: 1.3971, build_memory: 692478018.5, f_measure: 0.6655, kappa: 0.3368, kb_relative_information_score: 15.9129, mean_absolute_error: 0.3333, mean_prior_absolute_error: 0.4992, number_of_instances: 48, precision: 0.6737, predictive_accuracy: 0.6667, prior_entropy: 0.9988, recall: 0.6667, relative_absolute_error: 0.6677, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.5425, root_relative_squared_error: 1.086, scimark_benchmark: 931.9671,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6626, build_cpu_time: 0.8814, build_memory: 2600559348.6667, f_measure: 0.6237, kappa: 0.2539, kb_relative_information_score: 12.3314, mean_absolute_error: 0.3692, mean_prior_absolute_error: 0.4992, number_of_instances: 48, precision: 0.6312, predictive_accuracy: 0.625, prior_entropy: 0.9988, recall: 0.625, relative_absolute_error: 0.7397, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.5702, root_relative_squared_error: 1.1413, scimark_benchmark: 942.3919,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6704, build_cpu_time: 0.5608, build_memory: 802972412, f_measure: 0.6435, kappa: 0.2966, kb_relative_information_score: 13.3941, mean_absolute_error: 0.3609, mean_prior_absolute_error: 0.4992, number_of_instances: 48, precision: 0.6555, predictive_accuracy: 0.6458, prior_entropy: 0.9988, recall: 0.6458, relative_absolute_error: 0.7229, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.562, root_relative_squared_error: 1.125, scimark_benchmark: 936.914,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6835, build_cpu_time: 0.2951, build_memory: 2285898821, f_measure: 0.6655, kappa: 0.3368, kb_relative_information_score: 14.9657, mean_absolute_error: 0.3456, mean_prior_absolute_error: 0.4992, number_of_instances: 48, precision: 0.6737, predictive_accuracy: 0.6667, prior_entropy: 0.9988, recall: 0.6667, relative_absolute_error: 0.6924, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.5439, root_relative_squared_error: 1.0888, scimark_benchmark: 930.5854,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6817, build_cpu_time: 0.1723, build_memory: 365771984.1667, f_measure: 0.6454, kappa: 0.2941, kb_relative_information_score: 14.0124, mean_absolute_error: 0.3547, mean_prior_absolute_error: 0.4992, number_of_instances: 48, precision: 0.65, predictive_accuracy: 0.6458, prior_entropy: 0.9988, recall: 0.6458, relative_absolute_error: 0.7107, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.529, root_relative_squared_error: 1.0589, scimark_benchmark: 920.2874,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5852, build_cpu_time: 0.0145, build_memory: 427123279.6667, f_measure: 0.6435, kappa: 0.2867, kb_relative_information_score: 12.5866, mean_absolute_error: 0.3708, mean_prior_absolute_error: 0.4992, number_of_instances: 48, precision: 0.6463, predictive_accuracy: 0.6458, prior_entropy: 0.9988, recall: 0.6458, relative_absolute_error: 0.7428, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.5967, root_relative_squared_error: 1.1945, scimark_benchmark: 937.6343,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6235, build_cpu_time: 0.0276, build_memory: 264679745.3333, f_measure: 0.6876, kappa: 0.375, kb_relative_information_score: 17.9168, mean_absolute_error: 0.3132, mean_prior_absolute_error: 0.4992, number_of_instances: 48, precision: 0.6884, predictive_accuracy: 0.6875, prior_entropy: 0.9988, recall: 0.6875, relative_absolute_error: 0.6274, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.5506, root_relative_squared_error: 1.1021, scimark_benchmark: 944.4197,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6557, build_cpu_time: 0.0623, build_memory: 739582256.5, f_measure: 0.6667, kappa: 0.3322, kb_relative_information_score: 16.0899, mean_absolute_error: 0.3314, mean_prior_absolute_error: 0.4992, number_of_instances: 48, precision: 0.6667, predictive_accuracy: 0.6667, prior_entropy: 0.9988, recall: 0.6667, relative_absolute_error: 0.6639, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.5705, root_relative_squared_error: 1.1421, scimark_benchmark: 945.0532,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6383, build_cpu_time: 0.142, build_memory: 871134735.8333, f_measure: 0.6667, kappa: 0.3322, kb_relative_information_score: 14.942, mean_absolute_error: 0.3436, mean_prior_absolute_error: 0.4992, number_of_instances: 48, precision: 0.6667, predictive_accuracy: 0.6667, prior_entropy: 0.9988, recall: 0.6667, relative_absolute_error: 0.6884, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.5817, root_relative_squared_error: 1.1644, scimark_benchmark: 919.5971,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6522, build_cpu_time: 0.333, build_memory: 189412279, f_measure: 0.646, kappa: 0.2917, kb_relative_information_score: 14.0368, mean_absolute_error: 0.3525, mean_prior_absolute_error: 0.4992, number_of_instances: 48, precision: 0.6467, predictive_accuracy: 0.6458, prior_entropy: 0.9988, recall: 0.6458, relative_absolute_error: 0.7062, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.5924, root_relative_squared_error: 1.1859, scimark_benchmark: 922.3661,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6287, build_cpu_time: 0.0114, build_memory: 982189172.1667, f_measure: 0.5619, kappa: 0.122, kb_relative_information_score: 7.9336, mean_absolute_error: 0.4148, mean_prior_absolute_error: 0.4992, number_of_instances: 48, precision: 0.5618, predictive_accuracy: 0.5625, prior_entropy: 0.9988, recall: 0.5625, relative_absolute_error: 0.831, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.5593, root_relative_squared_error: 1.1195, scimark_benchmark: 933.4498,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.647, build_cpu_time: 0.0015, build_memory: 1307920512, f_measure: 0.6036, kappa: 0.2056, kb_relative_information_score: 10.2879, mean_absolute_error: 0.3953, mean_prior_absolute_error: 0.4992, number_of_instances: 48, precision: 0.6037, predictive_accuracy: 0.6042, prior_entropy: 0.9988, recall: 0.6042, relative_absolute_error: 0.7918, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.5548, root_relative_squared_error: 1.1106, scimark_benchmark: 923.9118,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.627, build_cpu_time: 0.0103, build_memory: 491904671.1667, f_measure: 0.6435, kappa: 0.2966, kb_relative_information_score: 13.4623, mean_absolute_error: 0.3606, mean_prior_absolute_error: 0.4992, number_of_instances: 48, precision: 0.6555, predictive_accuracy: 0.6458, prior_entropy: 0.9988, recall: 0.6458, relative_absolute_error: 0.7225, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.5822, root_relative_squared_error: 1.1655, scimark_benchmark: 937.6343,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5852, build_cpu_time: 0.0075, build_memory: 597213947.8333, f_measure: 0.521, kappa: 0.0417, kb_relative_information_score: 3.3462, mean_absolute_error: 0.4664, mean_prior_absolute_error: 0.4992, number_of_instances: 48, precision: 0.5217, predictive_accuracy: 0.5208, prior_entropy: 0.9988, recall: 0.5208, relative_absolute_error: 0.9344, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.5275, root_relative_squared_error: 1.0559, scimark_benchmark: 937.52,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5843, build_cpu_time: 0.0116, build_memory: 681920730.3333, f_measure: 0.5417, kappa: 0.0817, kb_relative_information_score: 2.8296, mean_absolute_error: 0.4717, mean_prior_absolute_error: 0.4992, number_of_instances: 48, precision: 0.5417, predictive_accuracy: 0.5417, prior_entropy: 0.9988, recall: 0.5417, relative_absolute_error: 0.9451, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.529, root_relative_squared_error: 1.0589, scimark_benchmark: 942.3187,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7243, build_cpu_time: 0.0126, build_memory: 127836313, f_measure: 0.7083, kappa: 0.4157, kb_relative_information_score: 11.8401, mean_absolute_error: 0.3926, mean_prior_absolute_error: 0.4992, number_of_instances: 48, precision: 0.7083, predictive_accuracy: 0.7083, prior_entropy: 0.9988, recall: 0.7083, relative_absolute_error: 0.7864, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.4601, root_relative_squared_error: 0.921, scimark_benchmark: 945.4819,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.72, build_cpu_time: 0.0152, build_memory: 1171135351, f_measure: 0.6876, kappa: 0.375, kb_relative_information_score: 11.9516, mean_absolute_error: 0.3898, mean_prior_absolute_error: 0.4992, number_of_instances: 48, precision: 0.6884, predictive_accuracy: 0.6875, prior_entropy: 0.9988, recall: 0.6875, relative_absolute_error: 0.7809, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.4681, root_relative_squared_error: 0.937, scimark_benchmark: 947.3846,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.72, build_cpu_time: 0.0145, build_memory: 1074082763.8333, f_measure: 0.6876, kappa: 0.375, kb_relative_information_score: 11.9516, mean_absolute_error: 0.3898, mean_prior_absolute_error: 0.4992, number_of_instances: 48, precision: 0.6884, predictive_accuracy: 0.6875, prior_entropy: 0.9988, recall: 0.6875, relative_absolute_error: 0.7809, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.4681, root_relative_squared_error: 0.937, scimark_benchmark: 905.0866,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6835, build_cpu_time: 0.0042, build_memory: 95356384, f_measure: 0.6454, kappa: 0.2892, kb_relative_information_score: 13.919, mean_absolute_error: 0.3541, mean_prior_absolute_error: 0.4992, number_of_instances: 48, precision: 0.6455, predictive_accuracy: 0.6458, prior_entropy: 0.9988, recall: 0.6458, relative_absolute_error: 0.7095, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.5951, root_relative_squared_error: 1.1912, scimark_benchmark: 905.0866,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7461, build_cpu_time: 2.1997, build_memory: 268206616.1667, f_measure: 0.75, kappa: 0.4991, kb_relative_information_score: 17.2892, mean_absolute_error: 0.3319, mean_prior_absolute_error: 0.4992, number_of_instances: 48, precision: 0.75, predictive_accuracy: 0.75, prior_entropy: 0.9988, recall: 0.75, relative_absolute_error: 0.6649, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.4486, root_relative_squared_error: 0.898, scimark_benchmark: 902.1678,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7461, build_cpu_time: 5.0711, build_memory: 57185073.5, f_measure: 0.75, kappa: 0.4991, kb_relative_information_score: 17.5039, mean_absolute_error: 0.3301, mean_prior_absolute_error: 0.4992, number_of_instances: 48, precision: 0.75, predictive_accuracy: 0.75, prior_entropy: 0.9988, recall: 0.75, relative_absolute_error: 0.6613, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.4479, root_relative_squared_error: 0.8966, scimark_benchmark: 938.76,

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