Task
Supervised Classification on monks-problems-3

Supervised Classification on monks-problems-3

Task 3494 Supervised Classification monks-problems-3 73042 runs submitted
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  • mythbusting_1 OpenML100 study_1 study_107 study_123 study_14 study_15 study_20 study_41 study_50 study_7 study_73 under100k under1m
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9891, build_cpu_time: 0.0126, build_memory: 1543973845.4874, f_measure: 0.9892, kappa: 0.9783, kb_relative_information_score: 533.1479, mean_absolute_error: 0.0215, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.9893, predictive_accuracy: 0.9892, prior_entropy: 0.9989, recall: 0.9892, relative_absolute_error: 0.0431, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.1051, root_relative_squared_error: 0.2104, scimark_benchmark: 918.151,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9891, build_cpu_time: 0.0083, build_memory: 4384756694.0072, f_measure: 0.9892, kappa: 0.9783, kb_relative_information_score: 533.1479, mean_absolute_error: 0.0215, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.9893, predictive_accuracy: 0.9892, prior_entropy: 0.9989, recall: 0.9892, relative_absolute_error: 0.0431, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.1051, root_relative_squared_error: 0.2104, scimark_benchmark: 946.4441,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9883, build_cpu_time: 0.0291, build_memory: 1216232375.6823, f_measure: 0.9892, kappa: 0.9783, kb_relative_information_score: 532.8183, mean_absolute_error: 0.0219, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.9893, predictive_accuracy: 0.9892, prior_entropy: 0.9989, recall: 0.9892, relative_absolute_error: 0.0439, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.1051, root_relative_squared_error: 0.2104, scimark_benchmark: 941.5655,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9876, build_cpu_time: 0.033, build_memory: 1337489561.4152, f_measure: 0.9892, kappa: 0.9783, kb_relative_information_score: 532.4009, mean_absolute_error: 0.0225, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.9893, predictive_accuracy: 0.9892, prior_entropy: 0.9989, recall: 0.9892, relative_absolute_error: 0.045, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.1052, root_relative_squared_error: 0.2106, scimark_benchmark: 930.6112,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9875, build_cpu_time: 0.0836, build_memory: 296269017.5884, f_measure: 0.9892, kappa: 0.9783, kb_relative_information_score: 532.928, mean_absolute_error: 0.0218, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.9893, predictive_accuracy: 0.9892, prior_entropy: 0.9989, recall: 0.9892, relative_absolute_error: 0.0438, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.1049, root_relative_squared_error: 0.21, scimark_benchmark: 905.3069,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9876, build_cpu_time: 0.9454, build_memory: 412058209.2563, f_measure: 0.9892, kappa: 0.9783, kb_relative_information_score: 525.043, mean_absolute_error: 0.0309, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.9893, predictive_accuracy: 0.9892, prior_entropy: 0.9989, recall: 0.9892, relative_absolute_error: 0.0619, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.1101, root_relative_squared_error: 0.2204, scimark_benchmark: 913.5556,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9876, build_cpu_time: 0.8362, build_memory: 1256740764.852, f_measure: 0.9892, kappa: 0.9783, kb_relative_information_score: 525.043, mean_absolute_error: 0.0309, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.9893, predictive_accuracy: 0.9892, prior_entropy: 0.9989, recall: 0.9892, relative_absolute_error: 0.0619, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.1101, root_relative_squared_error: 0.2204, scimark_benchmark: 945.8839,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9881, build_cpu_time: 0.5743, build_memory: 1144943172.2888, f_measure: 0.9892, kappa: 0.9783, kb_relative_information_score: 524.1871, mean_absolute_error: 0.0319, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.9893, predictive_accuracy: 0.9892, prior_entropy: 0.9989, recall: 0.9892, relative_absolute_error: 0.0638, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.1115, root_relative_squared_error: 0.2231, scimark_benchmark: 815.5228,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9881, build_cpu_time: 0.0371, build_memory: 1443945638.5704, f_measure: 0.9892, kappa: 0.9783, kb_relative_information_score: 541.886, mean_absolute_error: 0.0109, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.9893, predictive_accuracy: 0.9892, prior_entropy: 0.9989, recall: 0.9892, relative_absolute_error: 0.0219, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.1041, root_relative_squared_error: 0.2083, scimark_benchmark: 943.404,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9903, build_cpu_time: 0.0624, build_memory: 856572534.6137, f_measure: 0.9874, kappa: 0.9747, kb_relative_information_score: 538.8049, mean_absolute_error: 0.0139, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.9874, predictive_accuracy: 0.9874, prior_entropy: 0.9989, recall: 0.9874, relative_absolute_error: 0.0279, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.1131, root_relative_squared_error: 0.2263, scimark_benchmark: 941.5865,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9886, build_cpu_time: 0.165, build_memory: 761909284.1444, f_measure: 0.9819, kappa: 0.9638, kb_relative_information_score: 533.3863, mean_absolute_error: 0.0186, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.982, predictive_accuracy: 0.9819, prior_entropy: 0.9989, recall: 0.9819, relative_absolute_error: 0.0373, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.1326, root_relative_squared_error: 0.2654, scimark_benchmark: 944.0892,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9833, build_cpu_time: 0.2877, build_memory: 910219894.2383, f_measure: 0.9783, kappa: 0.9566, kb_relative_information_score: 530.2273, mean_absolute_error: 0.0213, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.9783, predictive_accuracy: 0.9783, prior_entropy: 0.9989, recall: 0.9783, relative_absolute_error: 0.0427, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.1452, root_relative_squared_error: 0.2905, scimark_benchmark: 909.9339,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9817, build_cpu_time: 0.5239, build_memory: 589016414.8303, f_measure: 0.9801, kappa: 0.9602, kb_relative_information_score: 531.1163, mean_absolute_error: 0.0206, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.9801, predictive_accuracy: 0.9801, prior_entropy: 0.9989, recall: 0.9801, relative_absolute_error: 0.0414, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.1421, root_relative_squared_error: 0.2845, scimark_benchmark: 931.9798,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9891, build_cpu_time: 34.0986, build_memory: 87658291.2635, f_measure: 0.9892, kappa: 0.9783, kb_relative_information_score: 519.3739, mean_absolute_error: 0.0371, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.9893, predictive_accuracy: 0.9892, prior_entropy: 0.9989, recall: 0.9892, relative_absolute_error: 0.0744, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.1152, root_relative_squared_error: 0.2306, scimark_benchmark: 943.3898,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9888, build_cpu_time: 16.0108, build_memory: 750546905.8339, f_measure: 0.9892, kappa: 0.9783, kb_relative_information_score: 518.8606, mean_absolute_error: 0.0376, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.9893, predictive_accuracy: 0.9892, prior_entropy: 0.9989, recall: 0.9892, relative_absolute_error: 0.0753, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.1165, root_relative_squared_error: 0.2333, scimark_benchmark: 945.0883,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9887, build_cpu_time: 8.4176, build_memory: 2172398098.917, f_measure: 0.9892, kappa: 0.9783, kb_relative_information_score: 517.2297, mean_absolute_error: 0.0396, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.9893, predictive_accuracy: 0.9892, prior_entropy: 0.9989, recall: 0.9892, relative_absolute_error: 0.0792, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.1174, root_relative_squared_error: 0.235, scimark_benchmark: 943.106,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.989, build_cpu_time: 4.005, build_memory: 801367373.574, f_measure: 0.9892, kappa: 0.9783, kb_relative_information_score: 517.5167, mean_absolute_error: 0.0393, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.9893, predictive_accuracy: 0.9892, prior_entropy: 0.9989, recall: 0.9892, relative_absolute_error: 0.0788, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.1168, root_relative_squared_error: 0.2339, scimark_benchmark: 939.0518,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9876, build_cpu_time: 1.876, build_memory: 698665485.9206, f_measure: 0.9892, kappa: 0.9783, kb_relative_information_score: 516.876, mean_absolute_error: 0.0399, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.9893, predictive_accuracy: 0.9892, prior_entropy: 0.9989, recall: 0.9892, relative_absolute_error: 0.0798, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.119, root_relative_squared_error: 0.2381, scimark_benchmark: 821.7292,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.984, build_cpu_time: 0.0034, build_memory: 905339424.1155, f_measure: 0.9639, kappa: 0.9278, kb_relative_information_score: 392.2441, mean_absolute_error: 0.1706, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.9646, predictive_accuracy: 0.9639, prior_entropy: 0.9989, recall: 0.9639, relative_absolute_error: 0.3418, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.2375, root_relative_squared_error: 0.4754, scimark_benchmark: 939.0518,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9826, build_cpu_time: 0.0029, build_memory: 969911053.3141, f_measure: 0.9639, kappa: 0.9278, kb_relative_information_score: 392.639, mean_absolute_error: 0.1703, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.9646, predictive_accuracy: 0.9639, prior_entropy: 0.9989, recall: 0.9639, relative_absolute_error: 0.3412, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.2354, root_relative_squared_error: 0.4712, scimark_benchmark: 1212.2248,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9829, build_cpu_time: 0.007, build_memory: 544816840.1444, f_measure: 0.9639, kappa: 0.9278, kb_relative_information_score: 394.4357, mean_absolute_error: 0.1685, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.9646, predictive_accuracy: 0.9639, prior_entropy: 0.9989, recall: 0.9639, relative_absolute_error: 0.3374, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.235, root_relative_squared_error: 0.4703, scimark_benchmark: 946.5361,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9846, build_cpu_time: 0.0148, build_memory: 533428895.8412, f_measure: 0.9639, kappa: 0.9278, kb_relative_information_score: 394.8574, mean_absolute_error: 0.1681, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.9646, predictive_accuracy: 0.9639, prior_entropy: 0.9989, recall: 0.9639, relative_absolute_error: 0.3368, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.2334, root_relative_squared_error: 0.4673, scimark_benchmark: 942.728,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9858, build_cpu_time: 0.0293, build_memory: 2584295077.8484, f_measure: 0.9639, kappa: 0.9278, kb_relative_information_score: 394.3306, mean_absolute_error: 0.1686, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.9646, predictive_accuracy: 0.9639, prior_entropy: 0.9989, recall: 0.9639, relative_absolute_error: 0.3377, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.2339, root_relative_squared_error: 0.4682, scimark_benchmark: 942.4935,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9905, build_cpu_time: 225.7846, build_memory: 245591941.083, f_measure: 0.9874, kappa: 0.9747, kb_relative_information_score: 532.2528, mean_absolute_error: 0.0219, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.9874, predictive_accuracy: 0.9874, prior_entropy: 0.9989, recall: 0.9874, relative_absolute_error: 0.0438, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.1108, root_relative_squared_error: 0.2217, scimark_benchmark: 1212.2248,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9849, build_cpu_time: 0.0057, build_memory: 889011949.9206, f_measure: 0.9801, kappa: 0.9602, kb_relative_information_score: 531.9293, mean_absolute_error: 0.0199, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.9801, predictive_accuracy: 0.9801, prior_entropy: 0.9989, recall: 0.9801, relative_absolute_error: 0.0398, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.1409, root_relative_squared_error: 0.282, scimark_benchmark: 939.6798,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9799, build_cpu_time: 0.035, build_memory: 1125026350.4693, f_measure: 0.9639, kappa: 0.9278, kb_relative_information_score: 414.0362, mean_absolute_error: 0.1508, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.9646, predictive_accuracy: 0.9639, prior_entropy: 0.9989, recall: 0.9639, relative_absolute_error: 0.302, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.2077, root_relative_squared_error: 0.4157, scimark_benchmark: 905.0866,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9799, build_cpu_time: 0.0245, build_memory: 1222585584.9386, f_measure: 0.9639, kappa: 0.9278, kb_relative_information_score: 414.0362, mean_absolute_error: 0.1508, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.9646, predictive_accuracy: 0.9639, prior_entropy: 0.9989, recall: 0.9639, relative_absolute_error: 0.302, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.2077, root_relative_squared_error: 0.4157, scimark_benchmark: 932.5791,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9593, build_cpu_time: 0.0183, build_memory: 566652184.491, f_measure: 0.794, kappa: 0.5939, kb_relative_information_score: 321.6203, mean_absolute_error: 0.2108, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.8258, predictive_accuracy: 0.7996, prior_entropy: 0.9989, recall: 0.7996, relative_absolute_error: 0.4223, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.4069, root_relative_squared_error: 0.8145, scimark_benchmark: 938.3567,
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Run description file not present.
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9388, build_cpu_time: 0.008, build_memory: 311026361.3574, f_measure: 0.794, kappa: 0.5939, kb_relative_information_score: 323.5286, mean_absolute_error: 0.2092, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.8258, predictive_accuracy: 0.7996, prior_entropy: 0.9989, recall: 0.7996, relative_absolute_error: 0.4191, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.4167, root_relative_squared_error: 0.8341, scimark_benchmark: 785.9104,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9388, build_cpu_time: 0.0045, build_memory: 574846871.1913, f_measure: 0.794, kappa: 0.5939, kb_relative_information_score: 323.5286, mean_absolute_error: 0.2092, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.8258, predictive_accuracy: 0.7996, prior_entropy: 0.9989, recall: 0.7996, relative_absolute_error: 0.4191, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.4167, root_relative_squared_error: 0.8341, scimark_benchmark: 938.3567,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9178, build_cpu_time: 0.0024, build_memory: 714849696.2599, f_measure: 0.794, kappa: 0.5939, kb_relative_information_score: 325.4968, mean_absolute_error: 0.2072, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.8258, predictive_accuracy: 0.7996, prior_entropy: 0.9989, recall: 0.7996, relative_absolute_error: 0.4151, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.4183, root_relative_squared_error: 0.8372, scimark_benchmark: 926.9727,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9174, build_cpu_time: 0.0023, build_memory: 609457168, f_measure: 0.794, kappa: 0.5939, kb_relative_information_score: 325.1371, mean_absolute_error: 0.2076, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.8258, predictive_accuracy: 0.7996, prior_entropy: 0.9989, recall: 0.7996, relative_absolute_error: 0.4158, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.4109, root_relative_squared_error: 0.8224, scimark_benchmark: 785.9104,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9881, build_cpu_time: 0.3351, build_memory: 1663786010.7148, f_measure: 0.9874, kappa: 0.9747, kb_relative_information_score: 494.206, mean_absolute_error: 0.0668, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.9874, predictive_accuracy: 0.9874, prior_entropy: 0.9989, recall: 0.9874, relative_absolute_error: 0.1337, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.1267, root_relative_squared_error: 0.2535, scimark_benchmark: 940.6012,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9881, build_cpu_time: 0.4088, build_memory: 949197959.8989, f_measure: 0.9874, kappa: 0.9747, kb_relative_information_score: 494.206, mean_absolute_error: 0.0668, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.9874, predictive_accuracy: 0.9874, prior_entropy: 0.9989, recall: 0.9874, relative_absolute_error: 0.1337, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.1267, root_relative_squared_error: 0.2535, scimark_benchmark: 941.6532,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9876, build_cpu_time: 4.0404, build_memory: 2206685147.2058, f_measure: 0.9856, kappa: 0.9711, kb_relative_information_score: 493.7311, mean_absolute_error: 0.0671, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.9856, predictive_accuracy: 0.9856, prior_entropy: 0.9989, recall: 0.9856, relative_absolute_error: 0.1343, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.1273, root_relative_squared_error: 0.2549, scimark_benchmark: 929.293,
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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

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From your own software

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

OpenML APIs