OpenML
Supervised Classification on Bioresponse

Supervised Classification on Bioresponse

Task 9910 Supervised Classification Bioresponse 17585 runs submitted
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7465, f_measure: 0.7036, kappa: 0.4036, kb_relative_information_score: 558.6365, mean_absolute_error: 0.4343, mean_prior_absolute_error: 0.4964, number_of_instances: 3751, precision: 0.7115, predictive_accuracy: 0.7086, prior_entropy: 0.9948, recall: 0.7086, relative_absolute_error: 0.8749, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.4628, root_relative_squared_error: 0.9289, scimark_benchmark: 1835.324, usercpu_time_millis: 2829.303, usercpu_time_millis_testing: 26.255, usercpu_time_millis_training: 2803.048,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7367, f_measure: 0.6956, kappa: 0.3878, kb_relative_information_score: 531.1928, mean_absolute_error: 0.4373, mean_prior_absolute_error: 0.4964, number_of_instances: 3751, precision: 0.7041, predictive_accuracy: 0.7011, prior_entropy: 0.9948, recall: 0.7011, relative_absolute_error: 0.8809, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.4665, root_relative_squared_error: 0.9363, scimark_benchmark: 1913.4125, usercpu_time_millis: 2511.455, usercpu_time_millis_testing: 18.329, usercpu_time_millis_training: 2493.126,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7436, f_measure: 0.7026, kappa: 0.4017, kb_relative_information_score: 550.6282, mean_absolute_error: 0.4352, mean_prior_absolute_error: 0.4964, number_of_instances: 3751, precision: 0.7109, predictive_accuracy: 0.7078, prior_entropy: 0.9948, recall: 0.7078, relative_absolute_error: 0.8766, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.4639, root_relative_squared_error: 0.9311, scimark_benchmark: 1829.8343, usercpu_time_millis: 2865.742, usercpu_time_millis_testing: 24.05, usercpu_time_millis_training: 2841.692,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.745, f_measure: 0.7006, kappa: 0.3977, kb_relative_information_score: 549.3816, mean_absolute_error: 0.4354, mean_prior_absolute_error: 0.4964, number_of_instances: 3751, precision: 0.7091, predictive_accuracy: 0.7059, prior_entropy: 0.9948, recall: 0.7059, relative_absolute_error: 0.877, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.4635, root_relative_squared_error: 0.9304, scimark_benchmark: 1733.0257, usercpu_time_millis: 2942.372, usercpu_time_millis_testing: 25.106, usercpu_time_millis_training: 2917.266,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7271, f_measure: 0.6925, kappa: 0.3816, kb_relative_information_score: 516.9666, mean_absolute_error: 0.4386, mean_prior_absolute_error: 0.4964, number_of_instances: 3751, precision: 0.7012, predictive_accuracy: 0.6982, prior_entropy: 0.9948, recall: 0.6982, relative_absolute_error: 0.8836, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.4693, root_relative_squared_error: 0.942, scimark_benchmark: 1735.1328, usercpu_time_millis: 2953.057, usercpu_time_millis_testing: 18.545, usercpu_time_millis_training: 2934.512,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7248, f_measure: 0.6866, kappa: 0.37, kb_relative_information_score: 522.2414, mean_absolute_error: 0.4377, mean_prior_absolute_error: 0.4964, number_of_instances: 3751, precision: 0.6955, predictive_accuracy: 0.6926, prior_entropy: 0.9948, recall: 0.6926, relative_absolute_error: 0.8818, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.4701, root_relative_squared_error: 0.9436, scimark_benchmark: 1896.5917, usercpu_time_millis: 2921.986, usercpu_time_millis_testing: 17.425, usercpu_time_millis_training: 2904.561,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7181, f_measure: 0.6878, kappa: 0.371, kb_relative_information_score: 557.4019, mean_absolute_error: 0.4328, mean_prior_absolute_error: 0.4964, number_of_instances: 3751, precision: 0.693, predictive_accuracy: 0.6921, prior_entropy: 0.9948, recall: 0.6921, relative_absolute_error: 0.8718, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.4713, root_relative_squared_error: 0.9459, scimark_benchmark: 1734.7321, usercpu_time_millis: 2969.124, usercpu_time_millis_testing: 14.256, usercpu_time_millis_training: 2954.868,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7256, f_measure: 0.692, kappa: 0.3803, kb_relative_information_score: 519.7913, mean_absolute_error: 0.4382, mean_prior_absolute_error: 0.4964, number_of_instances: 3751, precision: 0.7, predictive_accuracy: 0.6974, prior_entropy: 0.9948, recall: 0.6974, relative_absolute_error: 0.8827, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.4697, root_relative_squared_error: 0.9428, scimark_benchmark: 1731.0556, usercpu_time_millis: 3001.339, usercpu_time_millis_testing: 17.512, usercpu_time_millis_training: 2983.827,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7475, f_measure: 0.7037, kappa: 0.4036, kb_relative_information_score: 561.5326, mean_absolute_error: 0.434, mean_prior_absolute_error: 0.4964, number_of_instances: 3751, precision: 0.7114, predictive_accuracy: 0.7086, prior_entropy: 0.9948, recall: 0.7086, relative_absolute_error: 0.8743, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.4625, root_relative_squared_error: 0.9283, scimark_benchmark: 1818.8007, usercpu_time_millis: 2180.579, usercpu_time_millis_testing: 18.364, usercpu_time_millis_training: 2162.215,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7221, f_measure: 0.6879, kappa: 0.3715, kb_relative_information_score: 537.6265, mean_absolute_error: 0.4356, mean_prior_absolute_error: 0.4964, number_of_instances: 3751, precision: 0.694, predictive_accuracy: 0.6926, prior_entropy: 0.9948, recall: 0.6926, relative_absolute_error: 0.8774, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.4704, root_relative_squared_error: 0.9441, scimark_benchmark: 1728.3663, usercpu_time_millis: 2995.069, usercpu_time_millis_testing: 15.808, usercpu_time_millis_training: 2979.261,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7427, f_measure: 0.7014, kappa: 0.3992, kb_relative_information_score: 543.5877, mean_absolute_error: 0.436, mean_prior_absolute_error: 0.4964, number_of_instances: 3751, precision: 0.7093, predictive_accuracy: 0.7065, prior_entropy: 0.9948, recall: 0.7065, relative_absolute_error: 0.8783, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.4643, root_relative_squared_error: 0.9319, scimark_benchmark: 1837.2609, usercpu_time_millis: 3003.881, usercpu_time_millis_testing: 24.581, usercpu_time_millis_training: 2979.3,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7262, f_measure: 0.6921, kappa: 0.3807, kb_relative_information_score: 523.64, mean_absolute_error: 0.4377, mean_prior_absolute_error: 0.4964, number_of_instances: 3751, precision: 0.7004, predictive_accuracy: 0.6977, prior_entropy: 0.9948, recall: 0.6977, relative_absolute_error: 0.8817, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.4694, root_relative_squared_error: 0.9422, scimark_benchmark: 1839.272, usercpu_time_millis: 2724.05, usercpu_time_millis_testing: 15.799, usercpu_time_millis_training: 2708.251,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7481, f_measure: 0.7041, kappa: 0.4046, kb_relative_information_score: 566.8246, mean_absolute_error: 0.4334, mean_prior_absolute_error: 0.4964, number_of_instances: 3751, precision: 0.7122, predictive_accuracy: 0.7091, prior_entropy: 0.9948, recall: 0.7091, relative_absolute_error: 0.873, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.4622, root_relative_squared_error: 0.9277, scimark_benchmark: 1722.1998, usercpu_time_millis: 3121.25, usercpu_time_millis_testing: 28.948, usercpu_time_millis_training: 3092.302,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7312, f_measure: 0.6914, kappa: 0.3797, kb_relative_information_score: 521.1326, mean_absolute_error: 0.4383, mean_prior_absolute_error: 0.4964, number_of_instances: 3751, precision: 0.7007, predictive_accuracy: 0.6974, prior_entropy: 0.9948, recall: 0.6974, relative_absolute_error: 0.883, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.4678, root_relative_squared_error: 0.939, scimark_benchmark: 1806.2149, usercpu_time_millis: 2957.405, usercpu_time_millis_testing: 20.224, usercpu_time_millis_training: 2937.181,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7208, f_measure: 0.6867, kappa: 0.3692, kb_relative_information_score: 540.8542, mean_absolute_error: 0.4351, mean_prior_absolute_error: 0.4964, number_of_instances: 3751, precision: 0.693, predictive_accuracy: 0.6915, prior_entropy: 0.9948, recall: 0.6915, relative_absolute_error: 0.8764, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.4708, root_relative_squared_error: 0.945, scimark_benchmark: 1735.5975, usercpu_time_millis: 3383.496, usercpu_time_millis_testing: 20.436, usercpu_time_millis_training: 3363.06,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5603, f_measure: 0.4416, kappa: 0.0361, kb_relative_information_score: 40.2843, mean_absolute_error: 0.4922, mean_prior_absolute_error: 0.4964, number_of_instances: 3751, precision: 0.5735, predictive_accuracy: 0.554, prior_entropy: 0.9948, recall: 0.554, relative_absolute_error: 0.9916, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.4959, root_relative_squared_error: 0.9953, scimark_benchmark: 1846.6923, usercpu_time_millis: 3433.842, usercpu_time_millis_testing: 56.34, usercpu_time_millis_training: 3377.502,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7378, f_measure: 0.6957, kappa: 0.3879, kb_relative_information_score: 535.1617, mean_absolute_error: 0.4369, mean_prior_absolute_error: 0.4964, number_of_instances: 3751, precision: 0.704, predictive_accuracy: 0.7011, prior_entropy: 0.9948, recall: 0.7011, relative_absolute_error: 0.8801, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.466, root_relative_squared_error: 0.9354, scimark_benchmark: 1839.7857, usercpu_time_millis: 2528.068, usercpu_time_millis_testing: 18.3, usercpu_time_millis_training: 2509.768,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7215, f_measure: 0.6873, kappa: 0.3703, kb_relative_information_score: 542.6362, mean_absolute_error: 0.4349, mean_prior_absolute_error: 0.4964, number_of_instances: 3751, precision: 0.6935, predictive_accuracy: 0.6921, prior_entropy: 0.9948, recall: 0.6921, relative_absolute_error: 0.8761, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.4706, root_relative_squared_error: 0.9445, scimark_benchmark: 1837.8687, usercpu_time_millis: 3191.462, usercpu_time_millis_testing: 19.791, usercpu_time_millis_training: 3171.671,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7352, f_measure: 0.6943, kappa: 0.3853, kb_relative_information_score: 528.79, mean_absolute_error: 0.4375, mean_prior_absolute_error: 0.4964, number_of_instances: 3751, precision: 0.7033, predictive_accuracy: 0.7001, prior_entropy: 0.9948, recall: 0.7001, relative_absolute_error: 0.8813, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.467, root_relative_squared_error: 0.9373, scimark_benchmark: 1728.9285, usercpu_time_millis: 2706.642, usercpu_time_millis_testing: 19.417, usercpu_time_millis_training: 2687.225,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7179, f_measure: 0.6873, kappa: 0.3699, kb_relative_information_score: 557.7496, mean_absolute_error: 0.4327, mean_prior_absolute_error: 0.4964, number_of_instances: 3751, precision: 0.6924, predictive_accuracy: 0.6915, prior_entropy: 0.9948, recall: 0.6915, relative_absolute_error: 0.8716, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.4713, root_relative_squared_error: 0.946, scimark_benchmark: 1793.4462, usercpu_time_millis: 3181.076, usercpu_time_millis_testing: 16.686, usercpu_time_millis_training: 3164.39,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7139, f_measure: 0.6753, kappa: 0.3459, kb_relative_information_score: 609.6156, mean_absolute_error: 0.4252, mean_prior_absolute_error: 0.4964, number_of_instances: 3751, precision: 0.6803, predictive_accuracy: 0.6798, prior_entropy: 0.9948, recall: 0.6798, relative_absolute_error: 0.8565, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.473, root_relative_squared_error: 0.9493, scimark_benchmark: 1846.89, usercpu_time_millis: 4008.317, usercpu_time_millis_testing: 14.943, usercpu_time_millis_training: 3993.374,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7123, f_measure: 0.6782, kappa: 0.3515, kb_relative_information_score: 598.7324, mean_absolute_error: 0.4265, mean_prior_absolute_error: 0.4964, number_of_instances: 3751, precision: 0.6829, predictive_accuracy: 0.6825, prior_entropy: 0.9948, recall: 0.6825, relative_absolute_error: 0.8591, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.4733, root_relative_squared_error: 0.9499, scimark_benchmark: 1945.4372, usercpu_time_millis: 4082.011, usercpu_time_millis_testing: 16.548, usercpu_time_millis_training: 4065.463,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7456, f_measure: 0.7033, kappa: 0.4027, kb_relative_information_score: 559.0291, mean_absolute_error: 0.4343, mean_prior_absolute_error: 0.4964, number_of_instances: 3751, precision: 0.7107, predictive_accuracy: 0.7081, prior_entropy: 0.9948, recall: 0.7081, relative_absolute_error: 0.8748, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.4631, root_relative_squared_error: 0.9296, scimark_benchmark: 1674.5316, usercpu_time_millis: 3501.45, usercpu_time_millis_testing: 32.533, usercpu_time_millis_training: 3468.917,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7157, f_measure: 0.6814, kappa: 0.3579, kb_relative_information_score: 607.3268, mean_absolute_error: 0.4257, mean_prior_absolute_error: 0.4964, number_of_instances: 3751, precision: 0.6857, predictive_accuracy: 0.6854, prior_entropy: 0.9948, recall: 0.6854, relative_absolute_error: 0.8576, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.4726, root_relative_squared_error: 0.9485, scimark_benchmark: 1731.9625, usercpu_time_millis: 4119.629, usercpu_time_millis_testing: 15.188, usercpu_time_millis_training: 4104.441,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7256, f_measure: 0.692, kappa: 0.3803, kb_relative_information_score: 519.747, mean_absolute_error: 0.4382, mean_prior_absolute_error: 0.4964, number_of_instances: 3751, precision: 0.7, predictive_accuracy: 0.6974, prior_entropy: 0.9948, recall: 0.6974, relative_absolute_error: 0.8827, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.4697, root_relative_squared_error: 0.9428, scimark_benchmark: 1827.7078, usercpu_time_millis: 2949.526, usercpu_time_millis_testing: 17.435, usercpu_time_millis_training: 2932.091,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7154, f_measure: 0.6849, kappa: 0.3649, kb_relative_information_score: 616.954, mean_absolute_error: 0.4244, mean_prior_absolute_error: 0.4964, number_of_instances: 3751, precision: 0.6888, predictive_accuracy: 0.6886, prior_entropy: 0.9948, recall: 0.6886, relative_absolute_error: 0.8549, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.4725, root_relative_squared_error: 0.9483, scimark_benchmark: 1853.9121, usercpu_time_millis: 4243.061, usercpu_time_millis_testing: 17.332, usercpu_time_millis_training: 4225.729,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7149, f_measure: 0.682, kappa: 0.3593, kb_relative_information_score: 607.0372, mean_absolute_error: 0.4257, mean_prior_absolute_error: 0.4964, number_of_instances: 3751, precision: 0.6867, predictive_accuracy: 0.6862, prior_entropy: 0.9948, recall: 0.6862, relative_absolute_error: 0.8575, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.4726, root_relative_squared_error: 0.9485, scimark_benchmark: 1731.9625, usercpu_time_millis: 4220.008, usercpu_time_millis_testing: 15.87, usercpu_time_millis_training: 4204.138,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7154, f_measure: 0.6817, kappa: 0.3585, kb_relative_information_score: 611.7137, mean_absolute_error: 0.4251, mean_prior_absolute_error: 0.4964, number_of_instances: 3751, precision: 0.686, predictive_accuracy: 0.6857, prior_entropy: 0.9948, recall: 0.6857, relative_absolute_error: 0.8563, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.4727, root_relative_squared_error: 0.9488, scimark_benchmark: 1855.0232, usercpu_time_millis: 4421.013, usercpu_time_millis_testing: 22.032, usercpu_time_millis_training: 4398.981,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7145, f_measure: 0.6816, kappa: 0.3583, kb_relative_information_score: 612.445, mean_absolute_error: 0.4249, mean_prior_absolute_error: 0.4964, number_of_instances: 3751, precision: 0.6861, predictive_accuracy: 0.6857, prior_entropy: 0.9948, recall: 0.6857, relative_absolute_error: 0.8558, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.473, root_relative_squared_error: 0.9494, scimark_benchmark: 1918.7763, usercpu_time_millis: 3692.972, usercpu_time_millis_testing: 14.709, usercpu_time_millis_training: 3678.263,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7122, f_measure: 0.6753, kappa: 0.3457, kb_relative_information_score: 605.8725, mean_absolute_error: 0.4255, mean_prior_absolute_error: 0.4964, number_of_instances: 3751, precision: 0.6798, predictive_accuracy: 0.6796, prior_entropy: 0.9948, recall: 0.6796, relative_absolute_error: 0.8572, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.4736, root_relative_squared_error: 0.9506, scimark_benchmark: 1734.2699, usercpu_time_millis: 3837.385, usercpu_time_millis_testing: 12.997, usercpu_time_millis_training: 3824.388,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7131, f_measure: 0.6752, kappa: 0.3455, kb_relative_information_score: 606.3922, mean_absolute_error: 0.4255, mean_prior_absolute_error: 0.4964, number_of_instances: 3751, precision: 0.6799, predictive_accuracy: 0.6796, prior_entropy: 0.9948, recall: 0.6796, relative_absolute_error: 0.8571, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.4733, root_relative_squared_error: 0.95, scimark_benchmark: 1733.4112, usercpu_time_millis: 4555.546, usercpu_time_millis_testing: 18.139, usercpu_time_millis_training: 4537.407,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7142, f_measure: 0.6779, kappa: 0.3511, kb_relative_information_score: 604.4728, mean_absolute_error: 0.4258, mean_prior_absolute_error: 0.4964, number_of_instances: 3751, precision: 0.6832, predictive_accuracy: 0.6825, prior_entropy: 0.9948, recall: 0.6825, relative_absolute_error: 0.8578, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.473, root_relative_squared_error: 0.9494, scimark_benchmark: 1852.5406, usercpu_time_millis: 4552.965, usercpu_time_millis_testing: 21.044, usercpu_time_millis_training: 4531.921,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7132, f_measure: 0.6754, kappa: 0.3462, kb_relative_information_score: 601.968, mean_absolute_error: 0.4262, mean_prior_absolute_error: 0.4964, number_of_instances: 3751, precision: 0.6807, predictive_accuracy: 0.6801, prior_entropy: 0.9948, recall: 0.6801, relative_absolute_error: 0.8585, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.4732, root_relative_squared_error: 0.9497, scimark_benchmark: 1846.2342, usercpu_time_millis: 4593.663, usercpu_time_millis_testing: 21.262, usercpu_time_millis_training: 4572.401,
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Metric:

Timeline

Plotting contribution timeline

Leaderboard

Rank Name Top Score Entries Highest rank

Note: The leaderboard ignores resubmissions of previous solutions, as well as parameter variations that do not improve performance.

Challenge

In supervised classification, you are given an input dataset in which instances are labeled with a certain class. The goal is to build a model that predicts the class for future unlabeled instances. The model is evaluated using a train-test procedure, e.g. cross-validation.

To make results by different users comparable, you are given the exact train-test folds to be used, and you need to return at least the predictions generated by your model for each of the test instances. OpenML will use these predictions to calculate a range of evaluation measures on the server.

You can also upload your own evaluation measures, provided that the code for doing so is available from the implementation used. For extremely large datasets, it may be infeasible to upload all predictions. In those cases, you need to compute and provide the evaluations yourself.

Optionally, you can upload the model trained on all the input data. There is no restriction on the file format, but please use a well-known format or PMML.

Given inputs

Expected outputs

evaluations A list of user-defined evaluations of the task as key-value pairs. KeyValue (optional)
model A file containing the model built on all the input data. File (optional)
predictions The desired output format Predictions (optional)

How to submit runs

Using your favorite machine learning environment

Download this task directly in your environment and automatically upload your results

OpenML bootcamp

From your own software

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

OpenML APIs