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Supervised Classification on baseball

Supervised Classification on baseball

Task 2077 Supervised Classification baseball 770 runs submitted
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  • at2 study_1 study_107 study_70 under100k under1m
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9023, f_measure: 0.8944, kappa: 0.3384, kb_relative_information_score: 270.0594, mean_absolute_error: 0.0832, mean_prior_absolute_error: 0.1164, number_of_instances: 1340, precision: 0.871, predictive_accuracy: 0.9216, prior_entropy: 0.5456, recall: 0.9216, relative_absolute_error: 0.7151, root_mean_prior_squared_error: 0.2405, root_mean_squared_error: 0.1971, root_relative_squared_error: 0.8195, scimark_benchmark: 1849.0702, usercpu_time_millis: 30, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7303, f_measure: 0.9209, kappa: 0.5151, kb_relative_information_score: -3436.8646, mean_absolute_error: 0.2403, mean_prior_absolute_error: 0.1164, number_of_instances: 1340, precision: 0.918, predictive_accuracy: 0.9336, prior_entropy: 0.5456, recall: 0.9336, relative_absolute_error: 2.0646, root_mean_prior_squared_error: 0.2405, root_mean_squared_error: 0.3035, root_relative_squared_error: 1.262, scimark_benchmark: 1285.4239, usercpu_time_millis: 50, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 40,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9569, f_measure: 0.939, kappa: 0.6353, kb_relative_information_score: 568.4013, mean_absolute_error: 0.0545, mean_prior_absolute_error: 0.1164, number_of_instances: 1340, precision: 0.9367, predictive_accuracy: 0.9433, prior_entropy: 0.5456, recall: 0.9433, relative_absolute_error: 0.4683, root_mean_prior_squared_error: 0.2405, root_mean_squared_error: 0.172, root_relative_squared_error: 0.7151, scimark_benchmark: 1241.5634, usercpu_time_millis: 14470, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 14440,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9071, f_measure: 0.923, kappa: 0.5399, kb_relative_information_score: 527.6114, mean_absolute_error: 0.0616, mean_prior_absolute_error: 0.1164, number_of_instances: 1340, precision: 0.9188, predictive_accuracy: 0.9328, prior_entropy: 0.5456, recall: 0.9328, relative_absolute_error: 0.5296, root_mean_prior_squared_error: 0.2405, root_mean_squared_error: 0.183, root_relative_squared_error: 0.7609, scimark_benchmark: 1204.4085, usercpu_time_millis: 1490, usercpu_time_millis_training: 1490,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9316, f_measure: 0.9311, kappa: 0.5895, kb_relative_information_score: 536.4151, mean_absolute_error: 0.0593, mean_prior_absolute_error: 0.1164, number_of_instances: 1340, precision: 0.9278, predictive_accuracy: 0.9396, prior_entropy: 0.5456, recall: 0.9396, relative_absolute_error: 0.5099, root_mean_prior_squared_error: 0.2405, root_mean_squared_error: 0.1788, root_relative_squared_error: 0.7437, scimark_benchmark: 1284.2248, usercpu_time_millis: 170, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 160,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8689, f_measure: 0.9182, kappa: 0.509, kb_relative_information_score: 497.0269, mean_absolute_error: 0.0574, mean_prior_absolute_error: 0.1164, number_of_instances: 1340, precision: 0.9156, predictive_accuracy: 0.9224, prior_entropy: 0.5456, recall: 0.9224, relative_absolute_error: 0.4932, root_mean_prior_squared_error: 0.2405, root_mean_squared_error: 0.2079, root_relative_squared_error: 0.8645, scimark_benchmark: 1367.8473, usercpu_time_millis: 1970, usercpu_time_millis_testing: 1960, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9142, f_measure: 0.8624, kb_relative_information_score: 208.2202, mean_absolute_error: 0.0869, mean_prior_absolute_error: 0.1164, number_of_instances: 1340, precision: 0.8221, predictive_accuracy: 0.9067, prior_entropy: 0.5456, recall: 0.9067, relative_absolute_error: 0.7464, root_mean_prior_squared_error: 0.2405, root_mean_squared_error: 0.2041, root_relative_squared_error: 0.8486, scimark_benchmark: 1939.3036, usercpu_time_millis: 30, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.938, f_measure: 0.9221, kappa: 0.5326, kb_relative_information_score: 617.921, mean_absolute_error: 0.0492, mean_prior_absolute_error: 0.1164, number_of_instances: 1340, precision: 0.9176, predictive_accuracy: 0.9291, prior_entropy: 0.5456, recall: 0.9291, relative_absolute_error: 0.4225, root_mean_prior_squared_error: 0.2405, root_mean_squared_error: 0.1966, root_relative_squared_error: 0.8174, scimark_benchmark: 1934.5618, usercpu_time_millis: 90, usercpu_time_millis_training: 90,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7885, f_measure: 0.9135, kappa: 0.4984, kb_relative_information_score: 451.299, mean_absolute_error: 0.0584, mean_prior_absolute_error: 0.1164, number_of_instances: 1340, precision: 0.9147, predictive_accuracy: 0.9127, prior_entropy: 0.5456, recall: 0.9127, relative_absolute_error: 0.5014, root_mean_prior_squared_error: 0.2405, root_mean_squared_error: 0.241, root_relative_squared_error: 1.0024, scimark_benchmark: 1300.9709, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8825, f_measure: 0.9005, kappa: 0.3966, kb_relative_information_score: 397.4067, mean_absolute_error: 0.0605, mean_prior_absolute_error: 0.1164, number_of_instances: 1340, precision: 0.8918, predictive_accuracy: 0.9119, prior_entropy: 0.5456, recall: 0.9119, relative_absolute_error: 0.5195, root_mean_prior_squared_error: 0.2405, root_mean_squared_error: 0.2303, root_relative_squared_error: 0.9578, scimark_benchmark: 1398.4544, usercpu_time_millis: 40, usercpu_time_millis_training: 40,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9099, f_measure: 0.9132, kappa: 0.5376, kb_relative_information_score: 253.7161, mean_absolute_error: 0.0754, mean_prior_absolute_error: 0.1164, number_of_instances: 1340, precision: 0.9247, predictive_accuracy: 0.9052, prior_entropy: 0.5456, recall: 0.9052, relative_absolute_error: 0.6474, root_mean_prior_squared_error: 0.2405, root_mean_squared_error: 0.2286, root_relative_squared_error: 0.9507, scimark_benchmark: 1347.8624, usercpu_time_millis: 500, usercpu_time_millis_testing: 140, usercpu_time_millis_training: 360,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8589, f_measure: 0.9328, kappa: 0.6007, kb_relative_information_score: 660.9279, mean_absolute_error: 0.0442, mean_prior_absolute_error: 0.1164, number_of_instances: 1340, precision: 0.9321, predictive_accuracy: 0.9343, prior_entropy: 0.5456, recall: 0.9343, relative_absolute_error: 0.3798, root_mean_prior_squared_error: 0.2405, root_mean_squared_error: 0.2044, root_relative_squared_error: 0.8499, scimark_benchmark: 1347.9912, usercpu_time_millis: 31210, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 31190,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8528, f_measure: 0.9305, kappa: 0.588, kb_relative_information_score: 660.9209, mean_absolute_error: 0.0438, mean_prior_absolute_error: 0.1164, number_of_instances: 1340, precision: 0.9277, predictive_accuracy: 0.9343, prior_entropy: 0.5456, recall: 0.9343, relative_absolute_error: 0.3764, root_mean_prior_squared_error: 0.2405, root_mean_squared_error: 0.2034, root_relative_squared_error: 0.8459, scimark_benchmark: 1365.7383, usercpu_time_millis: 470, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 460,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7648, f_measure: 0.9192, kappa: 0.5157, kb_relative_information_score: 532.8899, mean_absolute_error: 0.0522, mean_prior_absolute_error: 0.1164, number_of_instances: 1340, precision: 0.9166, predictive_accuracy: 0.9231, prior_entropy: 0.5456, recall: 0.9231, relative_absolute_error: 0.4487, root_mean_prior_squared_error: 0.2405, root_mean_squared_error: 0.2261, root_relative_squared_error: 0.9402, scimark_benchmark: 1346.5346, usercpu_time_millis: 640, usercpu_time_millis_testing: 160, usercpu_time_millis_training: 480,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9566, f_measure: 0.9227, kappa: 0.555, kb_relative_information_score: 458.6465, mean_absolute_error: 0.06, mean_prior_absolute_error: 0.1164, number_of_instances: 1340, precision: 0.9271, predictive_accuracy: 0.9194, prior_entropy: 0.5456, recall: 0.9194, relative_absolute_error: 0.5157, root_mean_prior_squared_error: 0.2405, root_mean_squared_error: 0.2022, root_relative_squared_error: 0.8407, scimark_benchmark: 1360.1485, usercpu_time_millis: 30, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9613, f_measure: 0.9296, kappa: 0.5742, kb_relative_information_score: 508.6819, mean_absolute_error: 0.0618, mean_prior_absolute_error: 0.1164, number_of_instances: 1340, precision: 0.9263, predictive_accuracy: 0.9373, prior_entropy: 0.5456, recall: 0.9373, relative_absolute_error: 0.5312, root_mean_prior_squared_error: 0.2405, root_mean_squared_error: 0.1751, root_relative_squared_error: 0.728, scimark_benchmark: 1407.4991, usercpu_time_millis: 420, usercpu_time_millis_testing: 50, usercpu_time_millis_training: 370,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7933, f_measure: 0.9263, kappa: 0.5686, kb_relative_information_score: 574.9059, mean_absolute_error: 0.063, mean_prior_absolute_error: 0.1164, number_of_instances: 1340, precision: 0.9228, predictive_accuracy: 0.9351, prior_entropy: 0.5456, recall: 0.9351, relative_absolute_error: 0.5409, root_mean_prior_squared_error: 0.2405, root_mean_squared_error: 0.1959, root_relative_squared_error: 0.8148, scimark_benchmark: 1387.5996, usercpu_time_millis: 110, usercpu_time_millis_training: 110,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7648, f_measure: 0.9192, kappa: 0.5157, kb_relative_information_score: 532.8899, mean_absolute_error: 0.0522, mean_prior_absolute_error: 0.1164, number_of_instances: 1340, precision: 0.9166, predictive_accuracy: 0.9231, prior_entropy: 0.5456, recall: 0.9231, relative_absolute_error: 0.4487, root_mean_prior_squared_error: 0.2405, root_mean_squared_error: 0.2261, root_relative_squared_error: 0.9402, scimark_benchmark: 1287.5935, usercpu_time_millis: 230, usercpu_time_millis_testing: 230,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.8624, kb_relative_information_score: -3718.1972, mean_absolute_error: 0.2524, mean_prior_absolute_error: 0.1164, number_of_instances: 1340, precision: 0.8221, predictive_accuracy: 0.9067, prior_entropy: 0.5456, recall: 0.9067, relative_absolute_error: 2.1686, root_mean_prior_squared_error: 0.2405, root_mean_squared_error: 0.3229, root_relative_squared_error: 1.3427, scimark_benchmark: 1555.9726, usercpu_time_millis: 430, usercpu_time_millis_testing: 100, usercpu_time_millis_training: 330,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7303, f_measure: 0.9209, kappa: 0.5151, kb_relative_information_score: -3436.8646, mean_absolute_error: 0.2403, mean_prior_absolute_error: 0.1164, number_of_instances: 1340, precision: 0.918, predictive_accuracy: 0.9336, prior_entropy: 0.5456, recall: 0.9336, relative_absolute_error: 2.0646, root_mean_prior_squared_error: 0.2405, root_mean_squared_error: 0.3035, root_relative_squared_error: 1.262, scimark_benchmark: 1420.8942, usercpu_time_millis: 30, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9445, f_measure: 0.8745, kappa: 0.4181, kb_relative_information_score: -170.1755, mean_absolute_error: 0.1075, mean_prior_absolute_error: 0.1164, number_of_instances: 1340, precision: 0.9316, predictive_accuracy: 0.8388, prior_entropy: 0.5456, recall: 0.8388, relative_absolute_error: 0.9239, root_mean_prior_squared_error: 0.2405, root_mean_squared_error: 0.3061, root_relative_squared_error: 1.2728, scimark_benchmark: 1398.28, usercpu_time_millis: 20, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9445, f_measure: 0.87, kappa: 0.4172, kb_relative_information_score: -122.3351, mean_absolute_error: 0.1066, mean_prior_absolute_error: 0.1164, number_of_instances: 1340, precision: 0.9229, predictive_accuracy: 0.8388, prior_entropy: 0.5456, recall: 0.8388, relative_absolute_error: 0.9162, root_mean_prior_squared_error: 0.2405, root_mean_squared_error: 0.3085, root_relative_squared_error: 1.2827, scimark_benchmark: 1654.8619, usercpu_time_millis: 50, usercpu_time_millis_testing: 50,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9474, f_measure: 0.9295, kappa: 0.5634, kb_relative_information_score: 512.8365, mean_absolute_error: 0.0634, mean_prior_absolute_error: 0.1164, number_of_instances: 1340, precision: 0.9281, predictive_accuracy: 0.9388, prior_entropy: 0.5456, recall: 0.9388, relative_absolute_error: 0.5447, root_mean_prior_squared_error: 0.2405, root_mean_squared_error: 0.1775, root_relative_squared_error: 0.7383, scimark_benchmark: 1406.0366, usercpu_time_millis: 60, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 50,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9282, f_measure: 0.8624, kb_relative_information_score: 147.1837, mean_absolute_error: 0.0895, mean_prior_absolute_error: 0.1164, number_of_instances: 1340, precision: 0.8221, predictive_accuracy: 0.9067, prior_entropy: 0.5456, recall: 0.9067, relative_absolute_error: 0.7693, root_mean_prior_squared_error: 0.2405, root_mean_squared_error: 0.2122, root_relative_squared_error: 0.8824, scimark_benchmark: 1319.031, usercpu_time_millis: 50, usercpu_time_millis_training: 50,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6675, f_measure: 0.8989, kappa: 0.3723, kb_relative_information_score: 442.6953, mean_absolute_error: 0.0557, mean_prior_absolute_error: 0.1164, number_of_instances: 1340, precision: 0.8897, predictive_accuracy: 0.9164, prior_entropy: 0.5456, recall: 0.9164, relative_absolute_error: 0.4788, root_mean_prior_squared_error: 0.2405, root_mean_squared_error: 0.2361, root_relative_squared_error: 0.9816, scimark_benchmark: 1483.0309, usercpu_time_millis: 20, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4886, f_measure: 0.8624, kb_relative_information_score: -7.9631, mean_absolute_error: 0.1165, mean_prior_absolute_error: 0.1164, number_of_instances: 1340, precision: 0.8221, predictive_accuracy: 0.9067, prior_entropy: 0.5456, recall: 0.9067, relative_absolute_error: 1.0007, root_mean_prior_squared_error: 0.2405, root_mean_squared_error: 0.2405, root_relative_squared_error: 1, scimark_benchmark: 1532.7822, usercpu_time_millis: 10, usercpu_time_millis_testing: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8917, f_measure: 0.9305, kappa: 0.5778, kb_relative_information_score: 660.1369, mean_absolute_error: 0.0428, mean_prior_absolute_error: 0.1164, number_of_instances: 1340, precision: 0.9276, predictive_accuracy: 0.9373, prior_entropy: 0.5456, recall: 0.9373, relative_absolute_error: 0.3678, root_mean_prior_squared_error: 0.2405, root_mean_squared_error: 0.2, root_relative_squared_error: 0.8319, scimark_benchmark: 1438.7125, usercpu_time_millis: 130, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 120,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8078, f_measure: 0.9122, kappa: 0.4973, kb_relative_information_score: 422.8064, mean_absolute_error: 0.0606, mean_prior_absolute_error: 0.1164, number_of_instances: 1340, precision: 0.9159, predictive_accuracy: 0.909, prior_entropy: 0.5456, recall: 0.909, relative_absolute_error: 0.5211, root_mean_prior_squared_error: 0.2405, root_mean_squared_error: 0.2462, root_relative_squared_error: 1.0237, scimark_benchmark: 1423.3356, usercpu_time_millis: 30, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8329, f_measure: 0.9226, kappa: 0.5405, kb_relative_information_score: 601.9823, mean_absolute_error: 0.0468, mean_prior_absolute_error: 0.1164, number_of_instances: 1340, precision: 0.9182, predictive_accuracy: 0.9291, prior_entropy: 0.5456, recall: 0.9291, relative_absolute_error: 0.4017, root_mean_prior_squared_error: 0.2405, root_mean_squared_error: 0.2121, root_relative_squared_error: 0.8821, scimark_benchmark: 1291.8864, usercpu_time_millis: 280, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 270,

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