OpenML
Supervised Classification on ar3

Supervised Classification on ar3

Task 3910 Supervised Classification ar3 514 runs submitted
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  • study_1 study_107 study_123 study_41 under100k under1m
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7318, build_cpu_time: 1.75, build_memory: 115284463.1111, f_measure: 0.8988, kappa: 0.5191, kb_relative_information_score: 27.9915, mean_absolute_error: 0.0952, mean_prior_absolute_error: 0.2303, number_of_instances: 63, precision: 0.8964, predictive_accuracy: 0.9048, prior_entropy: 0.5802, recall: 0.9048, relative_absolute_error: 0.4136, root_mean_prior_squared_error: 0.3332, root_mean_squared_error: 0.3086, root_relative_squared_error: 0.9263, scimark_benchmark: 920.2874,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7557, build_cpu_time: 0.0302, build_memory: 240353487.4921, f_measure: 0.8775, kappa: 0.4032, kb_relative_information_score: 19.0264, mean_absolute_error: 0.1206, mean_prior_absolute_error: 0.2303, number_of_instances: 63, precision: 0.8739, predictive_accuracy: 0.8889, prior_entropy: 0.5802, recall: 0.8889, relative_absolute_error: 0.5238, root_mean_prior_squared_error: 0.3332, root_mean_squared_error: 0.3251, root_relative_squared_error: 0.9759, scimark_benchmark: 913.3372,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7557, build_cpu_time: 0.0241, build_memory: 200817355.5556, f_measure: 0.8775, kappa: 0.4032, kb_relative_information_score: 19.0264, mean_absolute_error: 0.1206, mean_prior_absolute_error: 0.2303, number_of_instances: 63, precision: 0.8739, predictive_accuracy: 0.8889, prior_entropy: 0.5802, recall: 0.8889, relative_absolute_error: 0.5238, root_mean_prior_squared_error: 0.3332, root_mean_squared_error: 0.3251, root_relative_squared_error: 0.9759, scimark_benchmark: 939.521,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7557, build_cpu_time: 0.0208, build_memory: 1686596947.0476, f_measure: 0.8775, kappa: 0.4032, kb_relative_information_score: 19.0264, mean_absolute_error: 0.1206, mean_prior_absolute_error: 0.2303, number_of_instances: 63, precision: 0.8739, predictive_accuracy: 0.8889, prior_entropy: 0.5802, recall: 0.8889, relative_absolute_error: 0.5238, root_mean_prior_squared_error: 0.3332, root_mean_squared_error: 0.3251, root_relative_squared_error: 0.9759, scimark_benchmark: 933.4498,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8034, build_cpu_time: 0.0201, build_memory: 425497104.381, f_measure: 0.8775, kappa: 0.4032, kb_relative_information_score: 19.0264, mean_absolute_error: 0.1206, mean_prior_absolute_error: 0.2303, number_of_instances: 63, precision: 0.8739, predictive_accuracy: 0.8889, prior_entropy: 0.5802, recall: 0.8889, relative_absolute_error: 0.5238, root_mean_prior_squared_error: 0.3332, root_mean_squared_error: 0.3251, root_relative_squared_error: 0.9759, scimark_benchmark: 935.6292,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.817, build_cpu_time: 0.024, build_memory: 580314089.9048, f_measure: 0.8651, kappa: 0.3588, kb_relative_information_score: 17.106, mean_absolute_error: 0.1289, mean_prior_absolute_error: 0.2303, number_of_instances: 63, precision: 0.8599, predictive_accuracy: 0.873, prior_entropy: 0.5802, recall: 0.873, relative_absolute_error: 0.56, root_mean_prior_squared_error: 0.3332, root_mean_squared_error: 0.3442, root_relative_squared_error: 1.0333, scimark_benchmark: 917.4547,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.708, build_cpu_time: 0.0089, build_memory: 85438400, f_measure: 0.927, kappa: 0.6358, kb_relative_information_score: 37.3608, mean_absolute_error: 0.0709, mean_prior_absolute_error: 0.2303, number_of_instances: 63, precision: 0.9408, predictive_accuracy: 0.9365, prior_entropy: 0.5802, recall: 0.9365, relative_absolute_error: 0.3079, root_mean_prior_squared_error: 0.3332, root_mean_squared_error: 0.253, root_relative_squared_error: 0.7595, scimark_benchmark: 902.712,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.708, build_cpu_time: 0.014, build_memory: 1724018541.3333, f_measure: 0.927, kappa: 0.6358, kb_relative_information_score: 37.3608, mean_absolute_error: 0.0709, mean_prior_absolute_error: 0.2303, number_of_instances: 63, precision: 0.9408, predictive_accuracy: 0.9365, prior_entropy: 0.5802, recall: 0.9365, relative_absolute_error: 0.3079, root_mean_prior_squared_error: 0.3332, root_mean_squared_error: 0.253, root_relative_squared_error: 0.7595, scimark_benchmark: 890.3066,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.708, build_cpu_time: 0.0126, build_memory: 138900643.9365, f_measure: 0.927, kappa: 0.6358, kb_relative_information_score: 37.3608, mean_absolute_error: 0.0709, mean_prior_absolute_error: 0.2303, number_of_instances: 63, precision: 0.9408, predictive_accuracy: 0.9365, prior_entropy: 0.5802, recall: 0.9365, relative_absolute_error: 0.3079, root_mean_prior_squared_error: 0.3332, root_mean_squared_error: 0.253, root_relative_squared_error: 0.7595, scimark_benchmark: 930.5854,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.708, build_cpu_time: 0.0134, build_memory: 890887320.5079, f_measure: 0.927, kappa: 0.6358, kb_relative_information_score: 37.3608, mean_absolute_error: 0.0709, mean_prior_absolute_error: 0.2303, number_of_instances: 63, precision: 0.9408, predictive_accuracy: 0.9365, prior_entropy: 0.5802, recall: 0.9365, relative_absolute_error: 0.3079, root_mean_prior_squared_error: 0.3332, root_mean_squared_error: 0.253, root_relative_squared_error: 0.7595, scimark_benchmark: 923.9118,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.708, build_cpu_time: 0.0127, build_memory: 174673514.2857, f_measure: 0.927, kappa: 0.6358, kb_relative_information_score: 37.3608, mean_absolute_error: 0.0709, mean_prior_absolute_error: 0.2303, number_of_instances: 63, precision: 0.9408, predictive_accuracy: 0.9365, prior_entropy: 0.5802, recall: 0.9365, relative_absolute_error: 0.3079, root_mean_prior_squared_error: 0.3332, root_mean_squared_error: 0.253, root_relative_squared_error: 0.7595, scimark_benchmark: 925.481,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6909, build_cpu_time: 0.0123, build_memory: 210250219.0476, f_measure: 0.8651, kappa: 0.3588, kb_relative_information_score: 15.4102, mean_absolute_error: 0.1397, mean_prior_absolute_error: 0.2303, number_of_instances: 63, precision: 0.8599, predictive_accuracy: 0.873, prior_entropy: 0.5802, recall: 0.873, relative_absolute_error: 0.6066, root_mean_prior_squared_error: 0.3332, root_mean_squared_error: 0.3506, root_relative_squared_error: 1.0524, scimark_benchmark: 936.1433,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6909, build_cpu_time: 0.0067, build_memory: 155112090.2857, f_measure: 0.8651, kappa: 0.3588, kb_relative_information_score: 15.4102, mean_absolute_error: 0.1397, mean_prior_absolute_error: 0.2303, number_of_instances: 63, precision: 0.8599, predictive_accuracy: 0.873, prior_entropy: 0.5802, recall: 0.873, relative_absolute_error: 0.6066, root_mean_prior_squared_error: 0.3332, root_mean_squared_error: 0.3506, root_relative_squared_error: 1.0524, scimark_benchmark: 913.3372,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6909, build_cpu_time: 0.0054, build_memory: 1878453136, f_measure: 0.8651, kappa: 0.3588, kb_relative_information_score: 15.4102, mean_absolute_error: 0.1397, mean_prior_absolute_error: 0.2303, number_of_instances: 63, precision: 0.8599, predictive_accuracy: 0.873, prior_entropy: 0.5802, recall: 0.873, relative_absolute_error: 0.6066, root_mean_prior_squared_error: 0.3332, root_mean_squared_error: 0.3506, root_relative_squared_error: 1.0524, scimark_benchmark: 916.8516,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6909, build_cpu_time: 0.0051, build_memory: 216221668.3175, f_measure: 0.8651, kappa: 0.3588, kb_relative_information_score: 15.4102, mean_absolute_error: 0.1397, mean_prior_absolute_error: 0.2303, number_of_instances: 63, precision: 0.8599, predictive_accuracy: 0.873, prior_entropy: 0.5802, recall: 0.873, relative_absolute_error: 0.6066, root_mean_prior_squared_error: 0.3332, root_mean_squared_error: 0.3506, root_relative_squared_error: 1.0524, scimark_benchmark: 916.8903,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7, build_cpu_time: 0.0569, build_memory: 126259529.7778, f_measure: 0.8651, kappa: 0.3588, kb_relative_information_score: 18.0689, mean_absolute_error: 0.1233, mean_prior_absolute_error: 0.2303, number_of_instances: 63, precision: 0.8599, predictive_accuracy: 0.873, prior_entropy: 0.5802, recall: 0.873, relative_absolute_error: 0.5355, root_mean_prior_squared_error: 0.3332, root_mean_squared_error: 0.347, root_relative_squared_error: 1.0417, scimark_benchmark: 926.7725,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.658, build_cpu_time: 0.073, build_memory: 44026024.8889, f_measure: 0.8651, kappa: 0.3588, kb_relative_information_score: 17.4177, mean_absolute_error: 0.127, mean_prior_absolute_error: 0.2303, number_of_instances: 63, precision: 0.8599, predictive_accuracy: 0.873, prior_entropy: 0.5802, recall: 0.873, relative_absolute_error: 0.5514, root_mean_prior_squared_error: 0.3332, root_mean_squared_error: 0.3563, root_relative_squared_error: 1.0696, scimark_benchmark: 939.7233,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6693, build_cpu_time: 0.3412, build_memory: 716992369.3968, f_measure: 0.8775, kappa: 0.4032, kb_relative_information_score: 22.7045, mean_absolute_error: 0.1111, mean_prior_absolute_error: 0.2303, number_of_instances: 63, precision: 0.8739, predictive_accuracy: 0.8889, prior_entropy: 0.5802, recall: 0.8889, relative_absolute_error: 0.4825, root_mean_prior_squared_error: 0.3332, root_mean_squared_error: 0.3333, root_relative_squared_error: 1.0005, scimark_benchmark: 873.8637,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6693, build_cpu_time: 0.1843, build_memory: 942000335.1111, f_measure: 0.8775, kappa: 0.4032, kb_relative_information_score: 22.7045, mean_absolute_error: 0.1111, mean_prior_absolute_error: 0.2303, number_of_instances: 63, precision: 0.8739, predictive_accuracy: 0.8889, prior_entropy: 0.5802, recall: 0.8889, relative_absolute_error: 0.4825, root_mean_prior_squared_error: 0.3332, root_mean_squared_error: 0.3333, root_relative_squared_error: 1.0005, scimark_benchmark: 939.7798,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6557, build_cpu_time: 0.13, build_memory: 1649370973.3333, f_measure: 0.8651, kappa: 0.3588, kb_relative_information_score: 17.548, mean_absolute_error: 0.1262, mean_prior_absolute_error: 0.2303, number_of_instances: 63, precision: 0.8599, predictive_accuracy: 0.873, prior_entropy: 0.5802, recall: 0.873, relative_absolute_error: 0.5479, root_mean_prior_squared_error: 0.3332, root_mean_squared_error: 0.3541, root_relative_squared_error: 1.0629, scimark_benchmark: 930.9348,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7295, build_cpu_time: 0.047, build_memory: 1177620996.1905, f_measure: 0.8651, kappa: 0.3588, kb_relative_information_score: 17.4304, mean_absolute_error: 0.1269, mean_prior_absolute_error: 0.2303, number_of_instances: 63, precision: 0.8599, predictive_accuracy: 0.873, prior_entropy: 0.5802, recall: 0.873, relative_absolute_error: 0.5511, root_mean_prior_squared_error: 0.3332, root_mean_squared_error: 0.3549, root_relative_squared_error: 1.0652, scimark_benchmark: 941.9018,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4557, build_cpu_time: 0.0289, build_memory: 507021810.6667, f_measure: 0.7375, kappa: -0.0618, kb_relative_information_score: -53.3582, mean_absolute_error: 0.3091, mean_prior_absolute_error: 0.2303, number_of_instances: 63, precision: 0.7638, predictive_accuracy: 0.7143, prior_entropy: 0.5802, recall: 0.7143, relative_absolute_error: 1.3421, root_mean_prior_squared_error: 0.3332, root_mean_squared_error: 0.4897, root_relative_squared_error: 1.47, scimark_benchmark: 947.4397,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6057, build_cpu_time: 0.009, build_memory: 717450645.3333, f_measure: 0.8775, kappa: 0.4032, kb_relative_information_score: 12.0605, mean_absolute_error: 0.1498, mean_prior_absolute_error: 0.2303, number_of_instances: 63, precision: 0.8739, predictive_accuracy: 0.8889, prior_entropy: 0.5802, recall: 0.8889, relative_absolute_error: 0.6507, root_mean_prior_squared_error: 0.3332, root_mean_squared_error: 0.3164, root_relative_squared_error: 0.9497, scimark_benchmark: 920.2722,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7455, build_cpu_time: 0.007, build_memory: 669504047.873, f_measure: 0.8651, kappa: 0.3588, kb_relative_information_score: 21.6471, mean_absolute_error: 0.1169, mean_prior_absolute_error: 0.2303, number_of_instances: 63, precision: 0.8599, predictive_accuracy: 0.873, prior_entropy: 0.5802, recall: 0.873, relative_absolute_error: 0.5075, root_mean_prior_squared_error: 0.3332, root_mean_squared_error: 0.3226, root_relative_squared_error: 0.9684, scimark_benchmark: 906.4221,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7955, build_cpu_time: 0.0178, build_memory: 163361552, f_measure: 0.8988, kappa: 0.5191, kb_relative_information_score: 13.8451, mean_absolute_error: 0.1484, mean_prior_absolute_error: 0.2303, number_of_instances: 63, precision: 0.8964, predictive_accuracy: 0.9048, prior_entropy: 0.5802, recall: 0.9048, relative_absolute_error: 0.6445, root_mean_prior_squared_error: 0.3332, root_mean_squared_error: 0.2845, root_relative_squared_error: 0.8539, scimark_benchmark: 941.6964,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6943, build_cpu_time: 0.0026, build_memory: 362507516.4444, f_measure: 0.8906, kappa: 0.4538, kb_relative_information_score: 21.6311, mean_absolute_error: 0.1343, mean_prior_absolute_error: 0.2303, number_of_instances: 63, precision: 0.8943, predictive_accuracy: 0.9048, prior_entropy: 0.5802, recall: 0.9048, relative_absolute_error: 0.583, root_mean_prior_squared_error: 0.3332, root_mean_squared_error: 0.3027, root_relative_squared_error: 0.9085, scimark_benchmark: 943.7068,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6909, build_cpu_time: 0.0002, build_memory: 363975512, f_measure: 0.8651, kappa: 0.3588, kb_relative_information_score: 15.4102, mean_absolute_error: 0.1397, mean_prior_absolute_error: 0.2303, number_of_instances: 63, precision: 0.8599, predictive_accuracy: 0.873, prior_entropy: 0.5802, recall: 0.873, relative_absolute_error: 0.6066, root_mean_prior_squared_error: 0.3332, root_mean_squared_error: 0.3506, root_relative_squared_error: 1.0524, scimark_benchmark: 920.2722,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, build_cpu_time: 0.014, build_memory: 842983714.6667, f_measure: 0.8138, kb_relative_information_score: 17.4176, mean_absolute_error: 0.127, mean_prior_absolute_error: 0.2303, number_of_instances: 63, precision: 0.7622, predictive_accuracy: 0.873, prior_entropy: 0.5802, recall: 0.873, relative_absolute_error: 0.5514, root_mean_prior_squared_error: 0.3332, root_mean_squared_error: 0.3563, root_relative_squared_error: 1.0696, scimark_benchmark: 906.631,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6159, build_cpu_time: 0.0037, build_memory: 167698518.9841, f_measure: 0.8661, kappa: 0.3163, kb_relative_information_score: 22.7045, mean_absolute_error: 0.1111, mean_prior_absolute_error: 0.2303, number_of_instances: 63, precision: 0.8704, predictive_accuracy: 0.8889, prior_entropy: 0.5802, recall: 0.8889, relative_absolute_error: 0.4825, root_mean_prior_squared_error: 0.3332, root_mean_squared_error: 0.3333, root_relative_squared_error: 1.0005, scimark_benchmark: 928.1083,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6693, build_cpu_time: 0.0068, build_memory: 285826664, f_measure: 0.8775, kappa: 0.4032, kb_relative_information_score: 22.7045, mean_absolute_error: 0.1111, mean_prior_absolute_error: 0.2303, number_of_instances: 63, precision: 0.8739, predictive_accuracy: 0.8889, prior_entropy: 0.5802, recall: 0.8889, relative_absolute_error: 0.4825, root_mean_prior_squared_error: 0.3332, root_mean_squared_error: 0.3333, root_relative_squared_error: 1.0005, scimark_benchmark: 926.786,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6216, build_cpu_time: 0.0032, build_memory: 140875191.873, f_measure: 0.807, kappa: 0.1978, kb_relative_information_score: -8.3996, mean_absolute_error: 0.2029, mean_prior_absolute_error: 0.2303, number_of_instances: 63, precision: 0.8237, predictive_accuracy: 0.7937, prior_entropy: 0.5802, recall: 0.7937, relative_absolute_error: 0.8809, root_mean_prior_squared_error: 0.3332, root_mean_squared_error: 0.4474, root_relative_squared_error: 1.3428, scimark_benchmark: 926.786,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8364, build_cpu_time: 0.0004, build_memory: 247164816.8889, f_measure: 0.9092, kappa: 0.6119, kb_relative_information_score: 25.6493, mean_absolute_error: 0.0973, mean_prior_absolute_error: 0.2303, number_of_instances: 63, precision: 0.9163, predictive_accuracy: 0.9048, prior_entropy: 0.5802, recall: 0.9048, relative_absolute_error: 0.4227, root_mean_prior_squared_error: 0.3332, root_mean_squared_error: 0.3, root_relative_squared_error: 0.9003, scimark_benchmark: 908.7121,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7989, build_cpu_time: 0.0041, build_memory: 369447089.7778, f_measure: 0.8651, kappa: 0.3588, kb_relative_information_score: 13.6369, mean_absolute_error: 0.158, mean_prior_absolute_error: 0.2303, number_of_instances: 63, precision: 0.8599, predictive_accuracy: 0.873, prior_entropy: 0.5802, recall: 0.873, relative_absolute_error: 0.686, root_mean_prior_squared_error: 0.3332, root_mean_squared_error: 0.3016, root_relative_squared_error: 0.9054, scimark_benchmark: 940.7816,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7886, build_cpu_time: 0.0049, build_memory: 999775528.7619, f_measure: 0.9183, kappa: 0.6218, kb_relative_information_score: 18.7544, mean_absolute_error: 0.1442, mean_prior_absolute_error: 0.2303, number_of_instances: 63, precision: 0.917, predictive_accuracy: 0.9206, prior_entropy: 0.5802, recall: 0.9206, relative_absolute_error: 0.6261, root_mean_prior_squared_error: 0.3332, root_mean_squared_error: 0.2738, root_relative_squared_error: 0.8218, scimark_benchmark: 944.3501,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7455, build_cpu_time: 0.9198, build_memory: 2711514746.5397, f_measure: 0.9125, kappa: 0.5737, kb_relative_information_score: 4.9199, mean_absolute_error: 0.1807, mean_prior_absolute_error: 0.2303, number_of_instances: 63, precision: 0.9144, predictive_accuracy: 0.9206, prior_entropy: 0.5802, recall: 0.9206, relative_absolute_error: 0.7848, root_mean_prior_squared_error: 0.3332, root_mean_squared_error: 0.2885, root_relative_squared_error: 0.8658, scimark_benchmark: 1234.8263,

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