OpenML
Supervised Classification on cmc

Supervised Classification on cmc

Task 23 Supervised Classification cmc 19084 runs submitted
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  • at2 basic OpenML-CC18 OpenML100 study_1 study_107 study_123 study_14 study_41 study_50 study_7 study_70 study_98 study_99 under100k under1m
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19084 Runs

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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.615, f_measure: 0.5019, kappa: 0.2275, kb_relative_information_score: 421.2574, mean_absolute_error: 0.3317, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5024, predictive_accuracy: 0.5024, prior_entropy: 1.5392, recall: 0.5024, relative_absolute_error: 0.77, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.576, root_relative_squared_error: 1.241,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4628, f_measure: 0.3095, kappa: -0.0715, kb_relative_information_score: 65.1265, mean_absolute_error: 0.4413, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.3155, predictive_accuracy: 0.3381, prior_entropy: 1.5392, recall: 0.3381, relative_absolute_error: 1.0243, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6643, root_relative_squared_error: 1.4313,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6439, f_measure: 0.5383, kappa: 0.2846, kb_relative_information_score: 497.0828, mean_absolute_error: 0.3069, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5384, predictive_accuracy: 0.5397, prior_entropy: 1.5392, recall: 0.5397, relative_absolute_error: 0.7122, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5539, root_relative_squared_error: 1.1936,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4756, f_measure: 0.336, kappa: -0.0439, kb_relative_information_score: 107.1036, mean_absolute_error: 0.4277, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.3504, predictive_accuracy: 0.3585, prior_entropy: 1.5392, recall: 0.3585, relative_absolute_error: 0.9927, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.654, root_relative_squared_error: 1.4091,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 217.8196, mean_absolute_error: 0.382, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, predictive_accuracy: 0.427, prior_entropy: 1.5392, recall: 0.427, relative_absolute_error: 0.8866, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6181, root_relative_squared_error: 1.3317,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 217.8196, mean_absolute_error: 0.382, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, predictive_accuracy: 0.427, prior_entropy: 1.5392, recall: 0.427, relative_absolute_error: 0.8866, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6181, root_relative_squared_error: 1.3317,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 217.8196, mean_absolute_error: 0.382, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, predictive_accuracy: 0.427, prior_entropy: 1.5392, recall: 0.427, relative_absolute_error: 0.8866, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6181, root_relative_squared_error: 1.3317,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 217.8196, mean_absolute_error: 0.382, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, predictive_accuracy: 0.427, prior_entropy: 1.5392, recall: 0.427, relative_absolute_error: 0.8866, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6181, root_relative_squared_error: 1.3317,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.47, f_measure: 0.318, kappa: -0.0569, kb_relative_information_score: 76.0826, mean_absolute_error: 0.4386, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.326, predictive_accuracy: 0.3422, prior_entropy: 1.5392, recall: 0.3422, relative_absolute_error: 1.0179, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6622, root_relative_squared_error: 1.4269,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6385, f_measure: 0.5282, kappa: 0.2714, kb_relative_information_score: 474.2624, mean_absolute_error: 0.3159, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5324, predictive_accuracy: 0.5261, prior_entropy: 1.5392, recall: 0.5261, relative_absolute_error: 0.7333, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5621, root_relative_squared_error: 1.211,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6494, f_measure: 0.5451, kappa: 0.2949, kb_relative_information_score: 511.9389, mean_absolute_error: 0.3005, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5445, predictive_accuracy: 0.5492, prior_entropy: 1.5392, recall: 0.5492, relative_absolute_error: 0.6975, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5482, root_relative_squared_error: 1.1812,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 217.8196, mean_absolute_error: 0.382, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, predictive_accuracy: 0.427, prior_entropy: 1.5392, recall: 0.427, relative_absolute_error: 0.8866, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6181, root_relative_squared_error: 1.3317,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4491, f_measure: 0.241, kappa: -0.1071, kb_relative_information_score: 68.8457, mean_absolute_error: 0.4336, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.209, predictive_accuracy: 0.3496, prior_entropy: 1.5392, recall: 0.3496, relative_absolute_error: 1.0064, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6585, root_relative_squared_error: 1.4188,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6446, f_measure: 0.5391, kappa: 0.2855, kb_relative_information_score: 500.1019, mean_absolute_error: 0.3041, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.54, predictive_accuracy: 0.5438, prior_entropy: 1.5392, recall: 0.5438, relative_absolute_error: 0.7059, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5515, root_relative_squared_error: 1.1883,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6503, f_measure: 0.5458, kappa: 0.2964, kb_relative_information_score: 511.8472, mean_absolute_error: 0.3023, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5462, predictive_accuracy: 0.5465, prior_entropy: 1.5392, recall: 0.5465, relative_absolute_error: 0.7017, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5498, root_relative_squared_error: 1.1847,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6296, f_measure: 0.5187, kappa: 0.2558, kb_relative_information_score: 456.3339, mean_absolute_error: 0.3213, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5196, predictive_accuracy: 0.518, prior_entropy: 1.5392, recall: 0.518, relative_absolute_error: 0.7459, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5669, root_relative_squared_error: 1.2214,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4819, f_measure: 0.3376, kappa: -0.0313, kb_relative_information_score: 95.764, mean_absolute_error: 0.4345, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.3406, predictive_accuracy: 0.3483, prior_entropy: 1.5392, recall: 0.3483, relative_absolute_error: 1.0085, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6592, root_relative_squared_error: 1.4203,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4474, f_measure: 0.2891, kappa: -0.1041, kb_relative_information_score: 40.0847, mean_absolute_error: 0.4476, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.302, predictive_accuracy: 0.3286, prior_entropy: 1.5392, recall: 0.3286, relative_absolute_error: 1.039, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.669, root_relative_squared_error: 1.4415,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6478, f_measure: 0.5433, kappa: 0.2921, kb_relative_information_score: 507.4704, mean_absolute_error: 0.3032, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5437, predictive_accuracy: 0.5451, prior_entropy: 1.5392, recall: 0.5451, relative_absolute_error: 0.7038, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5507, root_relative_squared_error: 1.1865,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 217.8196, mean_absolute_error: 0.382, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, predictive_accuracy: 0.427, prior_entropy: 1.5392, recall: 0.427, relative_absolute_error: 0.8866, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6181, root_relative_squared_error: 1.3317,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6349, f_measure: 0.5264, kappa: 0.2655, kb_relative_information_score: 471.6551, mean_absolute_error: 0.3141, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5264, predictive_accuracy: 0.5289, prior_entropy: 1.5392, recall: 0.5289, relative_absolute_error: 0.7291, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5604, root_relative_squared_error: 1.2076,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6164, f_measure: 0.5029, kappa: 0.2293, kb_relative_information_score: 422.6169, mean_absolute_error: 0.3308, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5031, predictive_accuracy: 0.5037, prior_entropy: 1.5392, recall: 0.5037, relative_absolute_error: 0.7679, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5752, root_relative_squared_error: 1.2393,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6433, f_measure: 0.5373, kappa: 0.2828, kb_relative_information_score: 496.5985, mean_absolute_error: 0.305, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5363, predictive_accuracy: 0.5424, prior_entropy: 1.5392, recall: 0.5424, relative_absolute_error: 0.708, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5523, root_relative_squared_error: 1.19,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6183, f_measure: 0.5025, kappa: 0.2319, kb_relative_information_score: 421.1335, mean_absolute_error: 0.3331, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5059, predictive_accuracy: 0.5003, prior_entropy: 1.5392, recall: 0.5003, relative_absolute_error: 0.7732, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5772, root_relative_squared_error: 1.2436,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5065, kappa: 0.0142, kb_relative_information_score: 229.2172, mean_absolute_error: 0.3788, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, predictive_accuracy: 0.4318, prior_entropy: 1.5392, recall: 0.4318, relative_absolute_error: 0.8793, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6155, root_relative_squared_error: 1.3262,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 217.8196, mean_absolute_error: 0.382, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, predictive_accuracy: 0.427, prior_entropy: 1.5392, recall: 0.427, relative_absolute_error: 0.8866, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6181, root_relative_squared_error: 1.3317,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5069, f_measure: 0.3627, kappa: 0.0183, kb_relative_information_score: 148.5757, mean_absolute_error: 0.4196, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.3694, predictive_accuracy: 0.3707, prior_entropy: 1.5392, recall: 0.3707, relative_absolute_error: 0.9738, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6477, root_relative_squared_error: 1.3956,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6511, f_measure: 0.5475, kappa: 0.2988, kb_relative_information_score: 516.2637, mean_absolute_error: 0.301, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5479, predictive_accuracy: 0.5485, prior_entropy: 1.5392, recall: 0.5485, relative_absolute_error: 0.6986, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5486, root_relative_squared_error: 1.1821,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6348, f_measure: 0.5262, kappa: 0.2651, kb_relative_information_score: 471.2695, mean_absolute_error: 0.3141, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5262, predictive_accuracy: 0.5289, prior_entropy: 1.5392, recall: 0.5289, relative_absolute_error: 0.7291, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5604, root_relative_squared_error: 1.2076,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6489, f_measure: 0.5448, kappa: 0.2946, kb_relative_information_score: 513.1079, mean_absolute_error: 0.2996, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.544, predictive_accuracy: 0.5506, prior_entropy: 1.5392, recall: 0.5506, relative_absolute_error: 0.6954, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5474, root_relative_squared_error: 1.1794,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4938, f_measure: 0.3477, kappa: -0.0103, kb_relative_information_score: 93.4046, mean_absolute_error: 0.4372, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.3596, predictive_accuracy: 0.3442, prior_entropy: 1.5392, recall: 0.3442, relative_absolute_error: 1.0148, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6612, root_relative_squared_error: 1.4247,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6078, f_measure: 0.4919, kappa: 0.2127, kb_relative_information_score: 399.7717, mean_absolute_error: 0.3385, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.4935, predictive_accuracy: 0.4922, prior_entropy: 1.5392, recall: 0.4922, relative_absolute_error: 0.7858, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5818, root_relative_squared_error: 1.2537,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5961, f_measure: 0.4797, kappa: 0.1924, kb_relative_information_score: 387.5146, mean_absolute_error: 0.3381, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.4836, predictive_accuracy: 0.4929, prior_entropy: 1.5392, recall: 0.4929, relative_absolute_error: 0.7847, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5815, root_relative_squared_error: 1.2528,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 217.8196, mean_absolute_error: 0.382, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, predictive_accuracy: 0.427, prior_entropy: 1.5392, recall: 0.427, relative_absolute_error: 0.8866, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6181, root_relative_squared_error: 1.3317,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5808, f_measure: 0.4578, kappa: 0.164, kb_relative_information_score: 355.7526, mean_absolute_error: 0.3489, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.4622, predictive_accuracy: 0.4766, prior_entropy: 1.5392, recall: 0.4766, relative_absolute_error: 0.8099, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5907, root_relative_squared_error: 1.2728,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4561, f_measure: 0.2847, kappa: -0.0843, kb_relative_information_score: 32.985, mean_absolute_error: 0.4535, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.3075, predictive_accuracy: 0.3198, prior_entropy: 1.5392, recall: 0.3198, relative_absolute_error: 1.0526, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6734, root_relative_squared_error: 1.451,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5495, kappa: 0.1013, kb_relative_information_score: 306.8159, mean_absolute_error: 0.3557, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, predictive_accuracy: 0.4664, prior_entropy: 1.5392, recall: 0.4664, relative_absolute_error: 0.8257, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5964, root_relative_squared_error: 1.2851,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6177, f_measure: 0.5008, kappa: 0.2297, kb_relative_information_score: 416.3523, mean_absolute_error: 0.3345, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5052, predictive_accuracy: 0.4983, prior_entropy: 1.5392, recall: 0.4983, relative_absolute_error: 0.7763, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5783, root_relative_squared_error: 1.2461,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 217.8196, mean_absolute_error: 0.382, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, predictive_accuracy: 0.427, prior_entropy: 1.5392, recall: 0.427, relative_absolute_error: 0.8866, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6181, root_relative_squared_error: 1.3317,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5758, f_measure: 0.4442, kappa: 0.1536, kb_relative_information_score: 351.7595, mean_absolute_error: 0.3453, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.4753, predictive_accuracy: 0.482, prior_entropy: 1.5392, recall: 0.482, relative_absolute_error: 0.8015, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5876, root_relative_squared_error: 1.2662,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4643, f_measure: 0.2976, kappa: -0.0665, kb_relative_information_score: 44.5239, mean_absolute_error: 0.4512, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.3377, predictive_accuracy: 0.3232, prior_entropy: 1.5392, recall: 0.3232, relative_absolute_error: 1.0474, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6717, root_relative_squared_error: 1.4474,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5983, f_measure: 0.4791, kappa: 0.1949, kb_relative_information_score: 377.096, mean_absolute_error: 0.3467, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.4787, predictive_accuracy: 0.48, prior_entropy: 1.5392, recall: 0.48, relative_absolute_error: 0.8047, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5888, root_relative_squared_error: 1.2687,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.633, f_measure: 0.5237, kappa: 0.2614, kb_relative_information_score: 465.6376, mean_absolute_error: 0.3164, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5235, predictive_accuracy: 0.5255, prior_entropy: 1.5392, recall: 0.5255, relative_absolute_error: 0.7343, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5625, root_relative_squared_error: 1.2119,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 217.8196, mean_absolute_error: 0.382, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, predictive_accuracy: 0.427, prior_entropy: 1.5392, recall: 0.427, relative_absolute_error: 0.8866, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6181, root_relative_squared_error: 1.3317,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5699, f_measure: 0.4435, kappa: 0.1433, kb_relative_information_score: 332.7871, mean_absolute_error: 0.3562, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.4501, predictive_accuracy: 0.4657, prior_entropy: 1.5392, recall: 0.4657, relative_absolute_error: 0.8268, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5968, root_relative_squared_error: 1.2859,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6435, f_measure: 0.5364, kappa: 0.2823, kb_relative_information_score: 491.7645, mean_absolute_error: 0.3091, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5376, predictive_accuracy: 0.5363, prior_entropy: 1.5392, recall: 0.5363, relative_absolute_error: 0.7175, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.556, root_relative_squared_error: 1.198,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4554, f_measure: 0.3065, kappa: -0.0866, kb_relative_information_score: 47.904, mean_absolute_error: 0.4467, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.306, predictive_accuracy: 0.3299, prior_entropy: 1.5392, recall: 0.3299, relative_absolute_error: 1.0369, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6684, root_relative_squared_error: 1.4401,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6427, f_measure: 0.5359, kappa: 0.2812, kb_relative_information_score: 492.0998, mean_absolute_error: 0.3078, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5374, predictive_accuracy: 0.5384, prior_entropy: 1.5392, recall: 0.5384, relative_absolute_error: 0.7144, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5548, root_relative_squared_error: 1.1953,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6166, f_measure: 0.504, kappa: 0.2308, kb_relative_information_score: 425.602, mean_absolute_error: 0.3304, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5046, predictive_accuracy: 0.5044, prior_entropy: 1.5392, recall: 0.5044, relative_absolute_error: 0.7669, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5748, root_relative_squared_error: 1.2385,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.608, f_measure: 0.4925, kappa: 0.2132, kb_relative_information_score: 401.189, mean_absolute_error: 0.3381, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.4941, predictive_accuracy: 0.4929, prior_entropy: 1.5392, recall: 0.4929, relative_absolute_error: 0.7847, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5815, root_relative_squared_error: 1.2528,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6195, f_measure: 0.5067, kappa: 0.2352, kb_relative_information_score: 430.3652, mean_absolute_error: 0.3281, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5067, predictive_accuracy: 0.5078, prior_entropy: 1.5392, recall: 0.5078, relative_absolute_error: 0.7616, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5728, root_relative_squared_error: 1.2342,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4605, f_measure: 0.3117, kappa: -0.0763, kb_relative_information_score: 72.9497, mean_absolute_error: 0.4377, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.3198, predictive_accuracy: 0.3435, prior_entropy: 1.5392, recall: 0.3435, relative_absolute_error: 1.0158, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6616, root_relative_squared_error: 1.4254,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5973, f_measure: 0.4772, kappa: 0.1914, kb_relative_information_score: 369.3828, mean_absolute_error: 0.3489, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.4778, predictive_accuracy: 0.4766, prior_entropy: 1.5392, recall: 0.4766, relative_absolute_error: 0.8099, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5907, root_relative_squared_error: 1.2728,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4805, f_measure: 0.3366, kappa: -0.0357, kb_relative_information_score: 100.9648, mean_absolute_error: 0.4309, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.3376, predictive_accuracy: 0.3537, prior_entropy: 1.5392, recall: 0.3537, relative_absolute_error: 1.0001, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6564, root_relative_squared_error: 1.4143,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6106, f_measure: 0.4957, kappa: 0.2181, kb_relative_information_score: 407.6176, mean_absolute_error: 0.3358, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.4971, predictive_accuracy: 0.4963, prior_entropy: 1.5392, recall: 0.4963, relative_absolute_error: 0.7795, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5795, root_relative_squared_error: 1.2486,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 217.8196, mean_absolute_error: 0.382, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, predictive_accuracy: 0.427, prior_entropy: 1.5392, recall: 0.427, relative_absolute_error: 0.8866, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6181, root_relative_squared_error: 1.3317,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 217.8196, mean_absolute_error: 0.382, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, predictive_accuracy: 0.427, prior_entropy: 1.5392, recall: 0.427, relative_absolute_error: 0.8866, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6181, root_relative_squared_error: 1.3317,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5669, f_measure: 0.4401, kappa: 0.1342, kb_relative_information_score: 298.5669, mean_absolute_error: 0.3716, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.4393, predictive_accuracy: 0.4426, prior_entropy: 1.5392, recall: 0.4426, relative_absolute_error: 0.8625, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6096, root_relative_squared_error: 1.3134,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.649, f_measure: 0.5464, kappa: 0.2964, kb_relative_information_score: 516.9759, mean_absolute_error: 0.2987, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5468, predictive_accuracy: 0.5519, prior_entropy: 1.5392, recall: 0.5519, relative_absolute_error: 0.6933, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5465, root_relative_squared_error: 1.1776,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5728, f_measure: 0.4474, kappa: 0.1457, kb_relative_information_score: 315.1273, mean_absolute_error: 0.3661, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.446, predictive_accuracy: 0.4508, prior_entropy: 1.5392, recall: 0.4508, relative_absolute_error: 0.8499, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6051, root_relative_squared_error: 1.3038,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6191, f_measure: 0.5068, kappa: 0.235, kb_relative_information_score: 431.0899, mean_absolute_error: 0.3281, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5068, predictive_accuracy: 0.5078, prior_entropy: 1.5392, recall: 0.5078, relative_absolute_error: 0.7616, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5728, root_relative_squared_error: 1.2342,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.613, f_measure: 0.4998, kappa: 0.224, kb_relative_information_score: 417.5334, mean_absolute_error: 0.3327, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.4996, predictive_accuracy: 0.501, prior_entropy: 1.5392, recall: 0.501, relative_absolute_error: 0.7721, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5768, root_relative_squared_error: 1.2427,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4522, f_measure: 0.3047, kappa: -0.0917, kb_relative_information_score: 40.0904, mean_absolute_error: 0.4499, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.3056, predictive_accuracy: 0.3252, prior_entropy: 1.5392, recall: 0.3252, relative_absolute_error: 1.0442, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6707, root_relative_squared_error: 1.4452,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6431, f_measure: 0.5372, kappa: 0.2825, kb_relative_information_score: 496.0501, mean_absolute_error: 0.3055, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5364, predictive_accuracy: 0.5418, prior_entropy: 1.5392, recall: 0.5418, relative_absolute_error: 0.7091, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5527, root_relative_squared_error: 1.1909,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5646, f_measure: 0.424, kappa: 0.1312, kb_relative_information_score: 328.3183, mean_absolute_error: 0.3517, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.4637, predictive_accuracy: 0.4725, prior_entropy: 1.5392, recall: 0.4725, relative_absolute_error: 0.8163, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.593, root_relative_squared_error: 1.2777,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6508, f_measure: 0.547, kappa: 0.2979, kb_relative_information_score: 516.2114, mean_absolute_error: 0.2992, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5461, predictive_accuracy: 0.5513, prior_entropy: 1.5392, recall: 0.5513, relative_absolute_error: 0.6944, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.547, root_relative_squared_error: 1.1785,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.633, f_measure: 0.5211, kappa: 0.2595, kb_relative_information_score: 457.7606, mean_absolute_error: 0.3204, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5261, predictive_accuracy: 0.5193, prior_entropy: 1.5392, recall: 0.5193, relative_absolute_error: 0.7438, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5661, root_relative_squared_error: 1.2197,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6027, f_measure: 0.4845, kappa: 0.203, kb_relative_information_score: 385.9244, mean_absolute_error: 0.344, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.485, predictive_accuracy: 0.484, prior_entropy: 1.5392, recall: 0.484, relative_absolute_error: 0.7984, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5865, root_relative_squared_error: 1.2637,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4838, f_measure: 0.3349, kappa: -0.0293, kb_relative_information_score: 68.4478, mean_absolute_error: 0.4453, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.3456, predictive_accuracy: 0.332, prior_entropy: 1.5392, recall: 0.332, relative_absolute_error: 1.0337, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6673, root_relative_squared_error: 1.4379,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 217.8196, mean_absolute_error: 0.382, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, predictive_accuracy: 0.427, prior_entropy: 1.5392, recall: 0.427, relative_absolute_error: 0.8866, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6181, root_relative_squared_error: 1.3317,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.638, f_measure: 0.5342, kappa: 0.2776, kb_relative_information_score: 499.3342, mean_absolute_error: 0.3023, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5405, predictive_accuracy: 0.5465, prior_entropy: 1.5392, recall: 0.5465, relative_absolute_error: 0.7017, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5498, root_relative_squared_error: 1.1847,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6119, f_measure: 0.4985, kappa: 0.2219, kb_relative_information_score: 414.8221, mean_absolute_error: 0.3336, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.4982, predictive_accuracy: 0.4997, prior_entropy: 1.5392, recall: 0.4997, relative_absolute_error: 0.7742, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5775, root_relative_squared_error: 1.2444,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 217.8196, mean_absolute_error: 0.382, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, predictive_accuracy: 0.427, prior_entropy: 1.5392, recall: 0.427, relative_absolute_error: 0.8866, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6181, root_relative_squared_error: 1.3317,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6541, f_measure: 0.5518, kappa: 0.3051, kb_relative_information_score: 525.8479, mean_absolute_error: 0.2969, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5515, predictive_accuracy: 0.5547, prior_entropy: 1.5392, recall: 0.5547, relative_absolute_error: 0.6891, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5449, root_relative_squared_error: 1.174,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6471, f_measure: 0.5403, kappa: 0.2885, kb_relative_information_score: 499.0505, mean_absolute_error: 0.3064, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5431, predictive_accuracy: 0.5404, prior_entropy: 1.5392, recall: 0.5404, relative_absolute_error: 0.7112, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5535, root_relative_squared_error: 1.1927,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4645, f_measure: 0.3165, kappa: -0.0693, kb_relative_information_score: 69.2459, mean_absolute_error: 0.4395, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.3182, predictive_accuracy: 0.3408, prior_entropy: 1.5392, recall: 0.3408, relative_absolute_error: 1.0201, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6629, root_relative_squared_error: 1.4284,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 217.8196, mean_absolute_error: 0.382, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, predictive_accuracy: 0.427, prior_entropy: 1.5392, recall: 0.427, relative_absolute_error: 0.8866, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6181, root_relative_squared_error: 1.3317,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6174, f_measure: 0.506, kappa: 0.2339, kb_relative_information_score: 432.1793, mean_absolute_error: 0.3281, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5048, predictive_accuracy: 0.5078, prior_entropy: 1.5392, recall: 0.5078, relative_absolute_error: 0.7616, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5728, root_relative_squared_error: 1.2342,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6418, f_measure: 0.5388, kappa: 0.2847, kb_relative_information_score: 507.3772, mean_absolute_error: 0.3001, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5431, predictive_accuracy: 0.5499, prior_entropy: 1.5392, recall: 0.5499, relative_absolute_error: 0.6965, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5478, root_relative_squared_error: 1.1803,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5691, f_measure: 0.4483, kappa: 0.1408, kb_relative_information_score: 313.6685, mean_absolute_error: 0.3661, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.4481, predictive_accuracy: 0.4508, prior_entropy: 1.5392, recall: 0.4508, relative_absolute_error: 0.8499, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6051, root_relative_squared_error: 1.3038,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6454, f_measure: 0.5405, kappa: 0.2876, kb_relative_information_score: 502.943, mean_absolute_error: 0.3037, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5402, predictive_accuracy: 0.5445, prior_entropy: 1.5392, recall: 0.5445, relative_absolute_error: 0.7049, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5511, root_relative_squared_error: 1.1874,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6142, f_measure: 0.5011, kappa: 0.2262, kb_relative_information_score: 419.8658, mean_absolute_error: 0.3322, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5015, predictive_accuracy: 0.5017, prior_entropy: 1.5392, recall: 0.5017, relative_absolute_error: 0.7711, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5764, root_relative_squared_error: 1.2419,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 217.8196, mean_absolute_error: 0.382, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, predictive_accuracy: 0.427, prior_entropy: 1.5392, recall: 0.427, relative_absolute_error: 0.8866, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6181, root_relative_squared_error: 1.3317,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4603, f_measure: 0.3, kappa: -0.0755, kb_relative_information_score: 45.5772, mean_absolute_error: 0.4494, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.3138, predictive_accuracy: 0.3259, prior_entropy: 1.5392, recall: 0.3259, relative_absolute_error: 1.0432, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6704, root_relative_squared_error: 1.4445,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 217.8196, mean_absolute_error: 0.382, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, predictive_accuracy: 0.427, prior_entropy: 1.5392, recall: 0.427, relative_absolute_error: 0.8866, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6181, root_relative_squared_error: 1.3317,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 217.8196, mean_absolute_error: 0.382, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, predictive_accuracy: 0.427, prior_entropy: 1.5392, recall: 0.427, relative_absolute_error: 0.8866, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6181, root_relative_squared_error: 1.3317,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4622, f_measure: 0.2885, kappa: -0.0715, kb_relative_information_score: 45.5213, mean_absolute_error: 0.4499, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.335, predictive_accuracy: 0.3252, prior_entropy: 1.5392, recall: 0.3252, relative_absolute_error: 1.0442, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6707, root_relative_squared_error: 1.4452,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4581, f_measure: 0.2977, kappa: -0.0819, kb_relative_information_score: 38.5289, mean_absolute_error: 0.4508, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.307, predictive_accuracy: 0.3238, prior_entropy: 1.5392, recall: 0.3238, relative_absolute_error: 1.0463, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6714, root_relative_squared_error: 1.4466,

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