Task
Supervised Classification on rabe_148

Supervised Classification on rabe_148

Task 3757 Supervised Classification rabe_148 533 runs submitted
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  • mythbusting_1 study_1 study_107 study_123 study_15 study_20 study_41 under100k under1m
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8939, build_cpu_time: 0.0003, build_memory: 550948589.0909, f_measure: 0.8939, kappa: 0.7879, kb_relative_information_score: 52, mean_absolute_error: 0.1061, mean_prior_absolute_error: 0.5, number_of_instances: 66, precision: 0.8943, predictive_accuracy: 0.8939, prior_entropy: 1, recall: 0.8939, relative_absolute_error: 0.2121, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3257, root_relative_squared_error: 0.6513, scimark_benchmark: 946.9091,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9917, build_cpu_time: 0.0119, build_memory: 755879245.8182, f_measure: 0.9545, kappa: 0.9091, kb_relative_information_score: 56.5864, mean_absolute_error: 0.0789, mean_prior_absolute_error: 0.5, number_of_instances: 66, precision: 0.955, predictive_accuracy: 0.9545, prior_entropy: 1, recall: 0.9545, relative_absolute_error: 0.1579, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1819, root_relative_squared_error: 0.3638, scimark_benchmark: 939.084,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9917, build_cpu_time: 0.008, build_memory: 1720876041.8182, f_measure: 0.9545, kappa: 0.9091, kb_relative_information_score: 56.5864, mean_absolute_error: 0.0789, mean_prior_absolute_error: 0.5, number_of_instances: 66, precision: 0.955, predictive_accuracy: 0.9545, prior_entropy: 1, recall: 0.9545, relative_absolute_error: 0.1579, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1819, root_relative_squared_error: 0.3638, scimark_benchmark: 943.8094,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9917, build_cpu_time: 0.0125, build_memory: 1326232040, f_measure: 0.9545, kappa: 0.9091, kb_relative_information_score: 56.5864, mean_absolute_error: 0.0789, mean_prior_absolute_error: 0.5, number_of_instances: 66, precision: 0.955, predictive_accuracy: 0.9545, prior_entropy: 1, recall: 0.9545, relative_absolute_error: 0.1579, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1819, root_relative_squared_error: 0.3638, scimark_benchmark: 920.6725,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9917, build_cpu_time: 0.0087, build_memory: 1158403624, f_measure: 0.9545, kappa: 0.9091, kb_relative_information_score: 56.5864, mean_absolute_error: 0.0789, mean_prior_absolute_error: 0.5, number_of_instances: 66, precision: 0.955, predictive_accuracy: 0.9545, prior_entropy: 1, recall: 0.9545, relative_absolute_error: 0.1579, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1819, root_relative_squared_error: 0.3638, scimark_benchmark: 940.5537,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9917, build_cpu_time: 0.0108, build_memory: 266925672, f_measure: 0.9545, kappa: 0.9091, kb_relative_information_score: 56.5864, mean_absolute_error: 0.0789, mean_prior_absolute_error: 0.5, number_of_instances: 66, precision: 0.955, predictive_accuracy: 0.9545, prior_entropy: 1, recall: 0.9545, relative_absolute_error: 0.1579, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1819, root_relative_squared_error: 0.3638, scimark_benchmark: 915.8564,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9394, build_cpu_time: 0.0309, build_memory: 1049809073.2121, f_measure: 0.9393, kappa: 0.8788, kb_relative_information_score: 58, mean_absolute_error: 0.0606, mean_prior_absolute_error: 0.5, number_of_instances: 66, precision: 0.941, predictive_accuracy: 0.9394, prior_entropy: 1, recall: 0.9394, relative_absolute_error: 0.1212, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2462, root_relative_squared_error: 0.4924, scimark_benchmark: 927.3354,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9394, build_cpu_time: 0.0164, build_memory: 757760014.5455, f_measure: 0.9393, kappa: 0.8788, kb_relative_information_score: 58, mean_absolute_error: 0.0606, mean_prior_absolute_error: 0.5, number_of_instances: 66, precision: 0.941, predictive_accuracy: 0.9394, prior_entropy: 1, recall: 0.9394, relative_absolute_error: 0.1212, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2462, root_relative_squared_error: 0.4924, scimark_benchmark: 916.8903,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9366, build_cpu_time: 0.0084, build_memory: 1135310320, f_measure: 0.9393, kappa: 0.8788, kb_relative_information_score: 58, mean_absolute_error: 0.0606, mean_prior_absolute_error: 0.5, number_of_instances: 66, precision: 0.941, predictive_accuracy: 0.9394, prior_entropy: 1, recall: 0.9394, relative_absolute_error: 0.1212, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2462, root_relative_squared_error: 0.4924, scimark_benchmark: 916.8903,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9766, build_cpu_time: 0.0042, build_memory: 1918339420.4849, f_measure: 0.9242, kappa: 0.8485, kb_relative_information_score: 56.2458, mean_absolute_error: 0.0734, mean_prior_absolute_error: 0.5, number_of_instances: 66, precision: 0.9246, predictive_accuracy: 0.9242, prior_entropy: 1, recall: 0.9242, relative_absolute_error: 0.1468, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2671, root_relative_squared_error: 0.5343, scimark_benchmark: 909.5718,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9752, build_cpu_time: 0.0016, build_memory: 299876688, f_measure: 0.9545, kappa: 0.9091, kb_relative_information_score: 58.1438, mean_absolute_error: 0.0612, mean_prior_absolute_error: 0.5, number_of_instances: 66, precision: 0.955, predictive_accuracy: 0.9545, prior_entropy: 1, recall: 0.9545, relative_absolute_error: 0.1224, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2205, root_relative_squared_error: 0.441, scimark_benchmark: 943.5504,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9674, build_cpu_time: 0.0039, build_memory: 372929392.3636, f_measure: 0.9394, kappa: 0.8788, kb_relative_information_score: 58.095, mean_absolute_error: 0.0598, mean_prior_absolute_error: 0.5, number_of_instances: 66, precision: 0.9394, predictive_accuracy: 0.9394, prior_entropy: 1, recall: 0.9394, relative_absolute_error: 0.1197, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2336, root_relative_squared_error: 0.4672, scimark_benchmark: 908.8705,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9495, build_cpu_time: 0.0054, build_memory: 1346285859.6364, f_measure: 0.9394, kappa: 0.8788, kb_relative_information_score: 58.0667, mean_absolute_error: 0.0601, mean_prior_absolute_error: 0.5, number_of_instances: 66, precision: 0.9394, predictive_accuracy: 0.9394, prior_entropy: 1, recall: 0.9394, relative_absolute_error: 0.1202, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2342, root_relative_squared_error: 0.4685, scimark_benchmark: 937.9119,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9495, build_cpu_time: 0.0073, build_memory: 1167280687.2727, f_measure: 0.9394, kappa: 0.8788, kb_relative_information_score: 58.0667, mean_absolute_error: 0.0601, mean_prior_absolute_error: 0.5, number_of_instances: 66, precision: 0.9394, predictive_accuracy: 0.9394, prior_entropy: 1, recall: 0.9394, relative_absolute_error: 0.1202, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2342, root_relative_squared_error: 0.4685, scimark_benchmark: 937.9119,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9495, build_cpu_time: 0.0119, build_memory: 2240623420.1212, f_measure: 0.9394, kappa: 0.8788, kb_relative_information_score: 58.0667, mean_absolute_error: 0.0601, mean_prior_absolute_error: 0.5, number_of_instances: 66, precision: 0.9394, predictive_accuracy: 0.9394, prior_entropy: 1, recall: 0.9394, relative_absolute_error: 0.1202, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2342, root_relative_squared_error: 0.4685, scimark_benchmark: 937.9119,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9495, build_cpu_time: 0.0168, build_memory: 297692428.2424, f_measure: 0.9394, kappa: 0.8788, kb_relative_information_score: 58.0667, mean_absolute_error: 0.0601, mean_prior_absolute_error: 0.5, number_of_instances: 66, precision: 0.9394, predictive_accuracy: 0.9394, prior_entropy: 1, recall: 0.9394, relative_absolute_error: 0.1202, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2342, root_relative_squared_error: 0.4685, scimark_benchmark: 909.5718,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9954, build_cpu_time: 0.1357, build_memory: 48366773.0909, f_measure: 0.9545, kappa: 0.9091, kb_relative_information_score: 60.1008, mean_absolute_error: 0.0445, mean_prior_absolute_error: 0.5, number_of_instances: 66, precision: 0.955, predictive_accuracy: 0.9545, prior_entropy: 1, recall: 0.9545, relative_absolute_error: 0.089, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2049, root_relative_squared_error: 0.4098, scimark_benchmark: 929.5397,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9963, build_cpu_time: 0.2721, build_memory: 28898578.5455, f_measure: 0.9545, kappa: 0.9091, kb_relative_information_score: 60.2571, mean_absolute_error: 0.043, mean_prior_absolute_error: 0.5, number_of_instances: 66, precision: 0.955, predictive_accuracy: 0.9545, prior_entropy: 1, recall: 0.9545, relative_absolute_error: 0.086, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2015, root_relative_squared_error: 0.403, scimark_benchmark: 939.521,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, build_cpu_time: 0.3882, build_memory: 1018500636.3636, f_measure: 0.9545, kappa: 0.9091, kb_relative_information_score: 60.2708, mean_absolute_error: 0.0428, mean_prior_absolute_error: 0.5, number_of_instances: 66, precision: 0.955, predictive_accuracy: 0.9545, prior_entropy: 1, recall: 0.9545, relative_absolute_error: 0.0857, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2015, root_relative_squared_error: 0.403, scimark_benchmark: 943.521,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9812, build_cpu_time: 1.1727, build_memory: 19016791.7576, f_measure: 0.9394, kappa: 0.8788, kb_relative_information_score: 58.2709, mean_absolute_error: 0.058, mean_prior_absolute_error: 0.5, number_of_instances: 66, precision: 0.9394, predictive_accuracy: 0.9394, prior_entropy: 1, recall: 0.9394, relative_absolute_error: 0.116, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2361, root_relative_squared_error: 0.4723, scimark_benchmark: 931.6517,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9394, build_cpu_time: 1.9118, build_memory: 47717259.8788, f_measure: 0.9394, kappa: 0.8788, kb_relative_information_score: 58, mean_absolute_error: 0.0606, mean_prior_absolute_error: 0.5, number_of_instances: 66, precision: 0.9394, predictive_accuracy: 0.9394, prior_entropy: 1, recall: 0.9394, relative_absolute_error: 0.1212, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2462, root_relative_squared_error: 0.4924, scimark_benchmark: 925.7673,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9394, build_cpu_time: 1.5315, build_memory: 103095999.0303, f_measure: 0.9394, kappa: 0.8788, kb_relative_information_score: 58, mean_absolute_error: 0.0606, mean_prior_absolute_error: 0.5, number_of_instances: 66, precision: 0.9394, predictive_accuracy: 0.9394, prior_entropy: 1, recall: 0.9394, relative_absolute_error: 0.1212, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2462, root_relative_squared_error: 0.4924, scimark_benchmark: 925.419,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9394, build_cpu_time: 0.684, build_memory: 638144209.0909, f_measure: 0.9394, kappa: 0.8788, kb_relative_information_score: 58, mean_absolute_error: 0.0606, mean_prior_absolute_error: 0.5, number_of_instances: 66, precision: 0.9394, predictive_accuracy: 0.9394, prior_entropy: 1, recall: 0.9394, relative_absolute_error: 0.1212, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2462, root_relative_squared_error: 0.4924, scimark_benchmark: 930.5854,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9669, build_cpu_time: 0.3545, build_memory: 95550758.9091, f_measure: 0.9394, kappa: 0.8788, kb_relative_information_score: 58.0225, mean_absolute_error: 0.0604, mean_prior_absolute_error: 0.5, number_of_instances: 66, precision: 0.9394, predictive_accuracy: 0.9394, prior_entropy: 1, recall: 0.9394, relative_absolute_error: 0.1207, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2452, root_relative_squared_error: 0.4903, scimark_benchmark: 923.9118,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9812, build_cpu_time: 0.025, build_memory: 658543670.9091, f_measure: 0.9393, kappa: 0.8788, kb_relative_information_score: 58.0596, mean_absolute_error: 0.06, mean_prior_absolute_error: 0.5, number_of_instances: 66, precision: 0.941, predictive_accuracy: 0.9394, prior_entropy: 1, recall: 0.9394, relative_absolute_error: 0.12, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2423, root_relative_squared_error: 0.4845, scimark_benchmark: 937.6343,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9674, build_cpu_time: 0.0545, build_memory: 318701846.1818, f_measure: 0.9393, kappa: 0.8788, kb_relative_information_score: 58.0008, mean_absolute_error: 0.0606, mean_prior_absolute_error: 0.5, number_of_instances: 66, precision: 0.941, predictive_accuracy: 0.9394, prior_entropy: 1, recall: 0.9394, relative_absolute_error: 0.1212, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2461, root_relative_squared_error: 0.4923, scimark_benchmark: 942.5053,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9394, build_cpu_time: 0.1604, build_memory: 752172373.697, f_measure: 0.9393, kappa: 0.8788, kb_relative_information_score: 58, mean_absolute_error: 0.0606, mean_prior_absolute_error: 0.5, number_of_instances: 66, precision: 0.941, predictive_accuracy: 0.9394, prior_entropy: 1, recall: 0.9394, relative_absolute_error: 0.1212, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2462, root_relative_squared_error: 0.4924, scimark_benchmark: 945.0532,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9394, build_cpu_time: 0.2221, build_memory: 440709942.303, f_measure: 0.9393, kappa: 0.8788, kb_relative_information_score: 58, mean_absolute_error: 0.0606, mean_prior_absolute_error: 0.5, number_of_instances: 66, precision: 0.941, predictive_accuracy: 0.9394, prior_entropy: 1, recall: 0.9394, relative_absolute_error: 0.1212, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2462, root_relative_squared_error: 0.4924, scimark_benchmark: 920.7965,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9394, build_cpu_time: 0.389, build_memory: 346559186.9091, f_measure: 0.9393, kappa: 0.8788, kb_relative_information_score: 58, mean_absolute_error: 0.0606, mean_prior_absolute_error: 0.5, number_of_instances: 66, precision: 0.941, predictive_accuracy: 0.9394, prior_entropy: 1, recall: 0.9394, relative_absolute_error: 0.1212, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2462, root_relative_squared_error: 0.4924, scimark_benchmark: 893.4088,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9362, build_cpu_time: 0.0063, build_memory: 950217362.1818, f_measure: 0.9242, kappa: 0.8485, kb_relative_information_score: 55.6335, mean_absolute_error: 0.078, mean_prior_absolute_error: 0.5, number_of_instances: 66, precision: 0.9246, predictive_accuracy: 0.9242, prior_entropy: 1, recall: 0.9242, relative_absolute_error: 0.1561, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2647, root_relative_squared_error: 0.5294, scimark_benchmark: 945.0554,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9362, build_cpu_time: 0.0047, build_memory: 1190234847.0303, f_measure: 0.9242, kappa: 0.8485, kb_relative_information_score: 55.6335, mean_absolute_error: 0.078, mean_prior_absolute_error: 0.5, number_of_instances: 66, precision: 0.9246, predictive_accuracy: 0.9242, prior_entropy: 1, recall: 0.9242, relative_absolute_error: 0.1561, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2647, root_relative_squared_error: 0.5294, scimark_benchmark: 913.3372,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9362, build_cpu_time: 0.0041, build_memory: 786925670.6667, f_measure: 0.9242, kappa: 0.8485, kb_relative_information_score: 55.6335, mean_absolute_error: 0.078, mean_prior_absolute_error: 0.5, number_of_instances: 66, precision: 0.9246, predictive_accuracy: 0.9242, prior_entropy: 1, recall: 0.9242, relative_absolute_error: 0.1561, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2647, root_relative_squared_error: 0.5294, scimark_benchmark: 936.1433,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9504, build_cpu_time: 0.0033, build_memory: 866834023.2727, f_measure: 0.9242, kappa: 0.8485, kb_relative_information_score: 55.6322, mean_absolute_error: 0.078, mean_prior_absolute_error: 0.5, number_of_instances: 66, precision: 0.9246, predictive_accuracy: 0.9242, prior_entropy: 1, recall: 0.9242, relative_absolute_error: 0.1561, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2647, root_relative_squared_error: 0.5294, scimark_benchmark: 923.9118,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9362, build_cpu_time: 0.0021, build_memory: 387707276.6061, f_measure: 0.9393, kappa: 0.8788, kb_relative_information_score: 57.9982, mean_absolute_error: 0.0609, mean_prior_absolute_error: 0.5, number_of_instances: 66, precision: 0.941, predictive_accuracy: 0.9394, prior_entropy: 1, recall: 0.9394, relative_absolute_error: 0.1218, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2351, root_relative_squared_error: 0.4703, scimark_benchmark: 902.712,
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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