OpenML
Supervised Classification on nomao

Supervised Classification on nomao

Task 145854 Supervised Classification nomao 32334 runs submitted
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9886, f_measure: 0.9533, kappa: 0.8853, kb_relative_information_score: 27596.0384, mean_absolute_error: 0.0859, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9532, predictive_accuracy: 0.9534, prior_entropy: 0.863, recall: 0.9534, relative_absolute_error: 0.2105, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1908, root_relative_squared_error: 0.4225, scimark_benchmark: 1840.6983, usercpu_time_millis: 845.605, usercpu_time_millis_testing: 11.425, usercpu_time_millis_training: 834.18,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9491, f_measure: 0.8685, kappa: 0.6806, kb_relative_information_score: 17540.8191, mean_absolute_error: 0.2042, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.87, predictive_accuracy: 0.8675, prior_entropy: 0.863, recall: 0.8675, relative_absolute_error: 0.5003, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.3072, root_relative_squared_error: 0.6802, scimark_benchmark: 1739.709, usercpu_time_millis: 269.409, usercpu_time_millis_testing: 1.968, usercpu_time_millis_training: 267.441,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.981, f_measure: 0.924, kappa: 0.8098, kb_relative_information_score: 23412.179, mean_absolute_error: 0.1416, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9266, predictive_accuracy: 0.9259, prior_entropy: 0.863, recall: 0.9259, relative_absolute_error: 0.347, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2334, root_relative_squared_error: 0.5166, scimark_benchmark: 1737.319, usercpu_time_millis: 176.509, usercpu_time_millis_testing: 3.084, usercpu_time_millis_training: 173.425,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9828, f_measure: 0.9362, kappa: 0.8418, kb_relative_information_score: 25674.9297, mean_absolute_error: 0.1085, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9365, predictive_accuracy: 0.937, prior_entropy: 0.863, recall: 0.937, relative_absolute_error: 0.2659, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2176, root_relative_squared_error: 0.4817, scimark_benchmark: 1365.8731, usercpu_time_millis: 40.476, usercpu_time_millis_testing: 0.646, usercpu_time_millis_training: 39.83,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9834, f_measure: 0.9342, kappa: 0.8366, kb_relative_information_score: 24726.8095, mean_absolute_error: 0.1236, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.935, predictive_accuracy: 0.9352, prior_entropy: 0.863, recall: 0.9352, relative_absolute_error: 0.303, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2218, root_relative_squared_error: 0.491, scimark_benchmark: 1804.0049, usercpu_time_millis: 121.281, usercpu_time_millis_testing: 6.728, usercpu_time_millis_training: 114.553,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9758, f_measure: 0.9172, kappa: 0.7918, kb_relative_information_score: 24407.1032, mean_absolute_error: 0.1231, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9223, predictive_accuracy: 0.9201, prior_entropy: 0.863, recall: 0.9201, relative_absolute_error: 0.3015, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2355, root_relative_squared_error: 0.5212, scimark_benchmark: 1376.4613, usercpu_time_millis: 873.414, usercpu_time_millis_testing: 5.012, usercpu_time_millis_training: 868.402,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.5954, kb_relative_information_score: 0.6775, mean_absolute_error: 0.4081, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4517, root_relative_squared_error: 1, scimark_benchmark: 1843.903, usercpu_time_millis: 37.82, usercpu_time_millis_testing: 4.419, usercpu_time_millis_training: 33.401,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9929, f_measure: 0.9647, kappa: 0.9135, kb_relative_information_score: 29357.3454, mean_absolute_error: 0.0638, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9647, predictive_accuracy: 0.9648, prior_entropy: 0.863, recall: 0.9648, relative_absolute_error: 0.1564, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1658, root_relative_squared_error: 0.3671, scimark_benchmark: 1369.378, usercpu_time_millis: 6897.067, usercpu_time_millis_testing: 21.185, usercpu_time_millis_training: 6875.882,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5954, kb_relative_information_score: -7.8368, mean_absolute_error: 0.4081, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 1.0001, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4517, root_relative_squared_error: 1, scimark_benchmark: 1364.0523, usercpu_time_millis: 22.804, usercpu_time_millis_testing: 3.882, usercpu_time_millis_training: 18.922,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9905, f_measure: 0.9589, kappa: 0.8991, kb_relative_information_score: 28498.319, mean_absolute_error: 0.0746, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9589, predictive_accuracy: 0.959, prior_entropy: 0.863, recall: 0.959, relative_absolute_error: 0.1827, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1792, root_relative_squared_error: 0.3968, scimark_benchmark: 1371.1994, usercpu_time_millis: 813.925, usercpu_time_millis_testing: 2.633, usercpu_time_millis_training: 811.292,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.983, f_measure: 0.9357, kappa: 0.8409, kb_relative_information_score: 25440.0453, mean_absolute_error: 0.1122, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.936, predictive_accuracy: 0.9365, prior_entropy: 0.863, recall: 0.9365, relative_absolute_error: 0.275, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2184, root_relative_squared_error: 0.4835, scimark_benchmark: 1361.8829, usercpu_time_millis: 1089.285, usercpu_time_millis_testing: 6.761, usercpu_time_millis_training: 1082.524,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9813, f_measure: 0.9261, kappa: 0.8155, kb_relative_information_score: 23164.2883, mean_absolute_error: 0.1455, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9279, predictive_accuracy: 0.9278, prior_entropy: 0.863, recall: 0.9278, relative_absolute_error: 0.3566, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2342, root_relative_squared_error: 0.5185, scimark_benchmark: 1374.0483, usercpu_time_millis: 867.896, usercpu_time_millis_testing: 13.05, usercpu_time_millis_training: 854.846,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9917, f_measure: 0.9617, kappa: 0.906, kb_relative_information_score: 28947.3486, mean_absolute_error: 0.069, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9617, predictive_accuracy: 0.9618, prior_entropy: 0.863, recall: 0.9618, relative_absolute_error: 0.1691, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1727, root_relative_squared_error: 0.3824, scimark_benchmark: 1368.4474, usercpu_time_millis: 4056.664, usercpu_time_millis_testing: 13.147, usercpu_time_millis_training: 4043.517,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9772, f_measure: 0.9208, kappa: 0.8016, kb_relative_information_score: 24693.5936, mean_absolute_error: 0.1185, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9241, predictive_accuracy: 0.9231, prior_entropy: 0.863, recall: 0.9231, relative_absolute_error: 0.2903, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2325, root_relative_squared_error: 0.5146, scimark_benchmark: 1370.3736, usercpu_time_millis: 927.032, usercpu_time_millis_testing: 2.966, usercpu_time_millis_training: 924.066,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9585, f_measure: 0.7829, kappa: 0.4411, kb_relative_information_score: 10260.8037, mean_absolute_error: 0.3059, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.8452, predictive_accuracy: 0.8147, prior_entropy: 0.863, recall: 0.8147, relative_absolute_error: 0.7495, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.3516, root_relative_squared_error: 0.7784, scimark_benchmark: 1368.1193, usercpu_time_millis: 27.057, usercpu_time_millis_testing: 1.541, usercpu_time_millis_training: 25.516,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9929, f_measure: 0.9668, kappa: 0.9184, kb_relative_information_score: 29983.7949, mean_absolute_error: 0.0552, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9667, predictive_accuracy: 0.9668, prior_entropy: 0.863, recall: 0.9668, relative_absolute_error: 0.1353, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1609, root_relative_squared_error: 0.3563, scimark_benchmark: 1364.9414, usercpu_time_millis: 9234.95, usercpu_time_millis_testing: 14.33, usercpu_time_millis_training: 9220.62,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9942, f_measure: 0.9688, kappa: 0.9234, kb_relative_information_score: 29877.3106, mean_absolute_error: 0.0578, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9688, predictive_accuracy: 0.9688, prior_entropy: 0.863, recall: 0.9688, relative_absolute_error: 0.1415, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1564, root_relative_squared_error: 0.3463, scimark_benchmark: 1367.5, usercpu_time_millis: 2503.226, usercpu_time_millis_testing: 11.868, usercpu_time_millis_training: 2491.358,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9826, f_measure: 0.9324, kappa: 0.832, kb_relative_information_score: 24604.102, mean_absolute_error: 0.1245, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9333, predictive_accuracy: 0.9336, prior_entropy: 0.863, recall: 0.9336, relative_absolute_error: 0.3052, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.224, root_relative_squared_error: 0.4959, scimark_benchmark: 1368.9437, usercpu_time_millis: 380.248, usercpu_time_millis_testing: 3.514, usercpu_time_millis_training: 376.734,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9883, f_measure: 0.9528, kappa: 0.8842, kb_relative_information_score: 27530.9688, mean_absolute_error: 0.0861, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9527, predictive_accuracy: 0.9528, prior_entropy: 0.863, recall: 0.9528, relative_absolute_error: 0.211, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.193, root_relative_squared_error: 0.4272, scimark_benchmark: 1368.3251, usercpu_time_millis: 2345.458, usercpu_time_millis_testing: 6.581, usercpu_time_millis_training: 2338.877,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.992, f_measure: 0.9613, kappa: 0.9051, kb_relative_information_score: 28740.8373, mean_absolute_error: 0.0717, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9613, predictive_accuracy: 0.9614, prior_entropy: 0.863, recall: 0.9614, relative_absolute_error: 0.1756, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1737, root_relative_squared_error: 0.3846, scimark_benchmark: 1367.296, usercpu_time_millis: 3893.5, usercpu_time_millis_testing: 16.998, usercpu_time_millis_training: 3876.502,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9596, f_measure: 0.8889, kappa: 0.7271, kb_relative_information_score: 19287.1693, mean_absolute_error: 0.1857, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.8886, predictive_accuracy: 0.8891, prior_entropy: 0.863, recall: 0.8891, relative_absolute_error: 0.4551, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2807, root_relative_squared_error: 0.6215, scimark_benchmark: 1368.4323, usercpu_time_millis: 3325.545, usercpu_time_millis_testing: 12.908, usercpu_time_millis_training: 3312.637,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5954, kb_relative_information_score: 0.2404, mean_absolute_error: 0.4081, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4517, root_relative_squared_error: 1, scimark_benchmark: 1369.8383, usercpu_time_millis: 29.586, usercpu_time_millis_testing: 2.948, usercpu_time_millis_training: 26.638,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9232, f_measure: 0.8625, kappa: 0.6682, kb_relative_information_score: 17296.3587, mean_absolute_error: 0.2056, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.8657, predictive_accuracy: 0.8607, prior_entropy: 0.863, recall: 0.8607, relative_absolute_error: 0.5038, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.3123, root_relative_squared_error: 0.6913, scimark_benchmark: 1370.6699, usercpu_time_millis: 142.799, usercpu_time_millis_testing: 0.618, usercpu_time_millis_training: 142.181,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5954, kb_relative_information_score: 0.6188, mean_absolute_error: 0.4081, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4517, root_relative_squared_error: 1, scimark_benchmark: 1367.5334, usercpu_time_millis: 48.502, usercpu_time_millis_testing: 7.069, usercpu_time_millis_training: 41.433,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.987, f_measure: 0.9495, kappa: 0.8761, kb_relative_information_score: 27211.6742, mean_absolute_error: 0.0901, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9495, predictive_accuracy: 0.9497, prior_entropy: 0.863, recall: 0.9497, relative_absolute_error: 0.2207, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.198, root_relative_squared_error: 0.4384, scimark_benchmark: 1375.0409, usercpu_time_millis: 3748.8, usercpu_time_millis_testing: 14.42, usercpu_time_millis_training: 3734.38,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9937, f_measure: 0.9663, kappa: 0.9173, kb_relative_information_score: 29401.513, mean_absolute_error: 0.0641, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9663, predictive_accuracy: 0.9664, prior_entropy: 0.863, recall: 0.9664, relative_absolute_error: 0.157, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.162, root_relative_squared_error: 0.3587, scimark_benchmark: 1371.0335, usercpu_time_millis: 2356.991, usercpu_time_millis_testing: 20.17, usercpu_time_millis_training: 2336.821,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9916, f_measure: 0.9612, kappa: 0.9047, kb_relative_information_score: 28676.4711, mean_absolute_error: 0.0728, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9612, predictive_accuracy: 0.9613, prior_entropy: 0.863, recall: 0.9613, relative_absolute_error: 0.1783, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1747, root_relative_squared_error: 0.3868, scimark_benchmark: 1368.9202, usercpu_time_millis: 2062.404, usercpu_time_millis_testing: 13.747, usercpu_time_millis_training: 2048.657,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9911, f_measure: 0.9598, kappa: 0.9014, kb_relative_information_score: 28544.2703, mean_absolute_error: 0.0738, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9598, predictive_accuracy: 0.9598, prior_entropy: 0.863, recall: 0.9598, relative_absolute_error: 0.1809, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1779, root_relative_squared_error: 0.3939, scimark_benchmark: 1375.1074, usercpu_time_millis: 1443.074, usercpu_time_millis_testing: 4.131, usercpu_time_millis_training: 1438.943,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9883, f_measure: 0.9449, kappa: 0.8633, kb_relative_information_score: 23044.9408, mean_absolute_error: 0.1516, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9458, predictive_accuracy: 0.9457, prior_entropy: 0.863, recall: 0.9457, relative_absolute_error: 0.3714, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2255, root_relative_squared_error: 0.4993, scimark_benchmark: 1369.1555, usercpu_time_millis: 66.257, usercpu_time_millis_testing: 2.98, usercpu_time_millis_training: 63.277,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5001, f_measure: 0.5954, kb_relative_information_score: -6.0332, mean_absolute_error: 0.4081, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4517, root_relative_squared_error: 1, scimark_benchmark: 1369.1103, usercpu_time_millis: 41.12, usercpu_time_millis_testing: 4.955, usercpu_time_millis_training: 36.165,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9763, f_measure: 0.9219, kappa: 0.805, kb_relative_information_score: 24863.8832, mean_absolute_error: 0.115, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.924, predictive_accuracy: 0.9238, prior_entropy: 0.863, recall: 0.9238, relative_absolute_error: 0.2818, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2328, root_relative_squared_error: 0.5153, scimark_benchmark: 1371.195, usercpu_time_millis: 29.549, usercpu_time_millis_testing: 1.365, usercpu_time_millis_training: 28.184,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.987, f_measure: 0.9461, kappa: 0.8672, kb_relative_information_score: 26574.1278, mean_absolute_error: 0.0985, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.946, predictive_accuracy: 0.9464, prior_entropy: 0.863, recall: 0.9464, relative_absolute_error: 0.2414, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2024, root_relative_squared_error: 0.4481, scimark_benchmark: 1963.5972, usercpu_time_millis: 1273.911, usercpu_time_millis_testing: 18.289, usercpu_time_millis_training: 1255.622,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9888, f_measure: 0.9534, kappa: 0.8857, kb_relative_information_score: 27588.9087, mean_absolute_error: 0.0853, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9534, predictive_accuracy: 0.9534, prior_entropy: 0.863, recall: 0.9534, relative_absolute_error: 0.2091, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1916, root_relative_squared_error: 0.4242, scimark_benchmark: 1845.181, usercpu_time_millis: 3150.872, usercpu_time_millis_testing: 20.883, usercpu_time_millis_training: 3129.989,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9847, f_measure: 0.942, kappa: 0.8569, kb_relative_information_score: 26262.9747, mean_absolute_error: 0.1007, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9419, predictive_accuracy: 0.9423, prior_entropy: 0.863, recall: 0.9423, relative_absolute_error: 0.2468, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.21, root_relative_squared_error: 0.4649, scimark_benchmark: 1785.6629, usercpu_time_millis: 2814.651, usercpu_time_millis_testing: 18.361, usercpu_time_millis_training: 2796.29,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9933, f_measure: 0.9676, kappa: 0.9205, kb_relative_information_score: 29921.7906, mean_absolute_error: 0.0565, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9676, predictive_accuracy: 0.9676, prior_entropy: 0.863, recall: 0.9676, relative_absolute_error: 0.1385, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1595, root_relative_squared_error: 0.3531, scimark_benchmark: 1816.8604, usercpu_time_millis: 2560.548, usercpu_time_millis_testing: 7.111, usercpu_time_millis_training: 2553.437,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9762, f_measure: 0.9205, kappa: 0.8009, kb_relative_information_score: 24706.3033, mean_absolute_error: 0.117, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9237, predictive_accuracy: 0.9228, prior_entropy: 0.863, recall: 0.9228, relative_absolute_error: 0.2868, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2342, root_relative_squared_error: 0.5185, scimark_benchmark: 1796.1402, usercpu_time_millis: 3547.145, usercpu_time_millis_testing: 9.319, usercpu_time_millis_training: 3537.826,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9931, f_measure: 0.9663, kappa: 0.9173, kb_relative_information_score: 29648.9223, mean_absolute_error: 0.0602, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9663, predictive_accuracy: 0.9664, prior_entropy: 0.863, recall: 0.9664, relative_absolute_error: 0.1476, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1623, root_relative_squared_error: 0.3593, scimark_benchmark: 1815.4207, usercpu_time_millis: 3372.097, usercpu_time_millis_testing: 10.501, usercpu_time_millis_training: 3361.596,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9837, f_measure: 0.9419, kappa: 0.8565, kb_relative_information_score: 26209.3572, mean_absolute_error: 0.101, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9419, predictive_accuracy: 0.9424, prior_entropy: 0.863, recall: 0.9424, relative_absolute_error: 0.2476, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2123, root_relative_squared_error: 0.47, scimark_benchmark: 1841.2811, usercpu_time_millis: 278.506, usercpu_time_millis_testing: 1.764, usercpu_time_millis_training: 276.742,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9603, f_measure: 0.9054, kappa: 0.7657, kb_relative_information_score: 20925.1188, mean_absolute_error: 0.1687, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9053, predictive_accuracy: 0.9066, prior_entropy: 0.863, recall: 0.9066, relative_absolute_error: 0.4134, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2688, root_relative_squared_error: 0.5951, scimark_benchmark: 1826.6721, usercpu_time_millis: 1343.419, usercpu_time_millis_testing: 10.169, usercpu_time_millis_training: 1333.25,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9238, f_measure: 0.8632, kappa: 0.6691, kb_relative_information_score: 17414.5538, mean_absolute_error: 0.2044, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.8658, predictive_accuracy: 0.8616, prior_entropy: 0.863, recall: 0.8616, relative_absolute_error: 0.5008, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.3113, root_relative_squared_error: 0.6892, scimark_benchmark: 1830.1486, usercpu_time_millis: 1850.599, usercpu_time_millis_testing: 11.011, usercpu_time_millis_training: 1839.588,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9315, f_measure: 0.8646, kappa: 0.6694, kb_relative_information_score: 16758.0096, mean_absolute_error: 0.2162, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.8652, predictive_accuracy: 0.864, prior_entropy: 0.863, recall: 0.864, relative_absolute_error: 0.5299, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.3127, root_relative_squared_error: 0.6922, scimark_benchmark: 1950.0733, usercpu_time_millis: 492.768, usercpu_time_millis_testing: 7.932, usercpu_time_millis_training: 484.836,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9865, f_measure: 0.9304, kappa: 0.8254, kb_relative_information_score: 19205.199, mean_absolute_error: 0.2055, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9348, predictive_accuracy: 0.9326, prior_entropy: 0.863, recall: 0.9326, relative_absolute_error: 0.5035, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.262, root_relative_squared_error: 0.58, scimark_benchmark: 1810.2033, usercpu_time_millis: 154.422, usercpu_time_millis_testing: 10.585, usercpu_time_millis_training: 143.837,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9632, f_measure: 0.7812, kappa: 0.4369, kb_relative_information_score: 10554.528, mean_absolute_error: 0.3044, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.8446, predictive_accuracy: 0.8136, prior_entropy: 0.863, recall: 0.8136, relative_absolute_error: 0.7459, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.3491, root_relative_squared_error: 0.7729, scimark_benchmark: 1307.0846, usercpu_time_millis: 134.667, usercpu_time_millis_testing: 13.155, usercpu_time_millis_training: 121.512,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9806, f_measure: 0.9245, kappa: 0.811, kb_relative_information_score: 24391.115, mean_absolute_error: 0.126, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9272, predictive_accuracy: 0.9265, prior_entropy: 0.863, recall: 0.9265, relative_absolute_error: 0.3088, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2289, root_relative_squared_error: 0.5068, scimark_benchmark: 1850.2875, usercpu_time_millis: 91.032, usercpu_time_millis_testing: 1.293, usercpu_time_millis_training: 89.739,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9445, f_measure: 0.8648, kappa: 0.6684, kb_relative_information_score: 16035.631, mean_absolute_error: 0.229, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.8647, predictive_accuracy: 0.8648, prior_entropy: 0.863, recall: 0.8648, relative_absolute_error: 0.5612, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.31, root_relative_squared_error: 0.6862, scimark_benchmark: 1831.3906, usercpu_time_millis: 58.231, usercpu_time_millis_testing: 1.294, usercpu_time_millis_training: 56.937,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9597, f_measure: 0.8749, kappa: 0.6944, kb_relative_information_score: 18022.7046, mean_absolute_error: 0.2033, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.8753, predictive_accuracy: 0.8746, prior_entropy: 0.863, recall: 0.8746, relative_absolute_error: 0.4982, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2902, root_relative_squared_error: 0.6423, scimark_benchmark: 1942.525, usercpu_time_millis: 30.777, usercpu_time_millis_testing: 1.233, usercpu_time_millis_training: 29.544,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5001, f_measure: 0.5954, kb_relative_information_score: -5.3603, mean_absolute_error: 0.4081, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4517, root_relative_squared_error: 1, scimark_benchmark: 1853.9121, usercpu_time_millis: 17.734, usercpu_time_millis_testing: 2.586, usercpu_time_millis_training: 15.148,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9931, f_measure: 0.9667, kappa: 0.9184, kb_relative_information_score: 29654.4693, mean_absolute_error: 0.0603, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9667, predictive_accuracy: 0.9668, prior_entropy: 0.863, recall: 0.9668, relative_absolute_error: 0.1477, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1619, root_relative_squared_error: 0.3584, scimark_benchmark: 1809.3271, usercpu_time_millis: 821.57, usercpu_time_millis_testing: 3.283, usercpu_time_millis_training: 818.287,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9936, f_measure: 0.965, kappa: 0.9139, kb_relative_information_score: 28989.6589, mean_absolute_error: 0.0697, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9649, predictive_accuracy: 0.965, prior_entropy: 0.863, recall: 0.965, relative_absolute_error: 0.1708, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.166, root_relative_squared_error: 0.3676, scimark_benchmark: 1808.6867, usercpu_time_millis: 142.819, usercpu_time_millis_testing: 3.641, usercpu_time_millis_training: 139.178,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9838, f_measure: 0.9373, kappa: 0.8449, kb_relative_information_score: 26002.1644, mean_absolute_error: 0.1041, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9375, predictive_accuracy: 0.938, prior_entropy: 0.863, recall: 0.938, relative_absolute_error: 0.255, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2134, root_relative_squared_error: 0.4724, scimark_benchmark: 1808.5252, usercpu_time_millis: 213.703, usercpu_time_millis_testing: 2.087, usercpu_time_millis_training: 211.616,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.5954, kb_relative_information_score: -3.4547, mean_absolute_error: 0.4081, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4517, root_relative_squared_error: 1, scimark_benchmark: 1792.8841, usercpu_time_millis: 17.883, usercpu_time_millis_testing: 0.976, usercpu_time_millis_training: 16.907,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5001, f_measure: 0.5954, kb_relative_information_score: -4.6288, mean_absolute_error: 0.4081, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4517, root_relative_squared_error: 1, scimark_benchmark: 1842.2065, usercpu_time_millis: 29.863, usercpu_time_millis_testing: 4.982, usercpu_time_millis_training: 24.881,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9791, f_measure: 0.9317, kappa: 0.8302, kb_relative_information_score: 25152.4376, mean_absolute_error: 0.1125, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9326, predictive_accuracy: 0.9329, prior_entropy: 0.863, recall: 0.9329, relative_absolute_error: 0.2756, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2267, root_relative_squared_error: 0.5018, scimark_benchmark: 1840.7617, usercpu_time_millis: 989.369, usercpu_time_millis_testing: 4.116, usercpu_time_millis_training: 985.253,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9926, f_measure: 0.9648, kappa: 0.9135, kb_relative_information_score: 29173.062, mean_absolute_error: 0.0667, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9647, predictive_accuracy: 0.9648, prior_entropy: 0.863, recall: 0.9648, relative_absolute_error: 0.1634, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1673, root_relative_squared_error: 0.3703, scimark_benchmark: 1837.2112, usercpu_time_millis: 387.155, usercpu_time_millis_testing: 2.496, usercpu_time_millis_training: 384.659,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9784, f_measure: 0.9169, kappa: 0.791, kb_relative_information_score: 24123.51, mean_absolute_error: 0.1291, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.922, predictive_accuracy: 0.9198, prior_entropy: 0.863, recall: 0.9198, relative_absolute_error: 0.3163, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2344, root_relative_squared_error: 0.5189, scimark_benchmark: 1837.7821, usercpu_time_millis: 387.856, usercpu_time_millis_testing: 2.431, usercpu_time_millis_training: 385.425,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9824, f_measure: 0.9357, kappa: 0.8406, kb_relative_information_score: 25397.0101, mean_absolute_error: 0.1124, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.936, predictive_accuracy: 0.9365, prior_entropy: 0.863, recall: 0.9365, relative_absolute_error: 0.2755, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2201, root_relative_squared_error: 0.4873, scimark_benchmark: 1836.1651, usercpu_time_millis: 127.225, usercpu_time_millis_testing: 1.459, usercpu_time_millis_training: 125.766,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9779, f_measure: 0.9164, kappa: 0.7901, kb_relative_information_score: 23382.2294, mean_absolute_error: 0.1407, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9208, predictive_accuracy: 0.9192, prior_entropy: 0.863, recall: 0.9192, relative_absolute_error: 0.3447, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2378, root_relative_squared_error: 0.5264, scimark_benchmark: 1811.7664, usercpu_time_millis: 610.299, usercpu_time_millis_testing: 9.27, usercpu_time_millis_training: 601.029,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9788, f_measure: 0.9181, kappa: 0.7942, kb_relative_information_score: 24291.691, mean_absolute_error: 0.1269, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9227, predictive_accuracy: 0.9208, prior_entropy: 0.863, recall: 0.9208, relative_absolute_error: 0.3109, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2327, root_relative_squared_error: 0.5151, scimark_benchmark: 1148.7242, usercpu_time_millis: 412.307, usercpu_time_millis_testing: 2.89, usercpu_time_millis_training: 409.417,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9829, f_measure: 0.9335, kappa: 0.8349, kb_relative_information_score: 24639.4661, mean_absolute_error: 0.1244, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9343, predictive_accuracy: 0.9346, prior_entropy: 0.863, recall: 0.9346, relative_absolute_error: 0.3048, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2232, root_relative_squared_error: 0.4941, scimark_benchmark: 1848.7762, usercpu_time_millis: 368.495, usercpu_time_millis_testing: 9.441, usercpu_time_millis_training: 359.054,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9792, f_measure: 0.9248, kappa: 0.812, kb_relative_information_score: 24880.1929, mean_absolute_error: 0.117, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9275, predictive_accuracy: 0.9268, prior_entropy: 0.863, recall: 0.9268, relative_absolute_error: 0.2867, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2289, root_relative_squared_error: 0.5068, scimark_benchmark: 1835.6541, usercpu_time_millis: 371.653, usercpu_time_millis_testing: 2.335, usercpu_time_millis_training: 369.318,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9908, f_measure: 0.9594, kappa: 0.9005, kb_relative_information_score: 28517.6767, mean_absolute_error: 0.0742, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9594, predictive_accuracy: 0.9595, prior_entropy: 0.863, recall: 0.9595, relative_absolute_error: 0.1818, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1786, root_relative_squared_error: 0.3953, scimark_benchmark: 1849.2344, usercpu_time_millis: 358.999, usercpu_time_millis_testing: 1.83, usercpu_time_millis_training: 357.169,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9852, f_measure: 0.9443, kappa: 0.8629, kb_relative_information_score: 26463.7928, mean_absolute_error: 0.0986, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9442, predictive_accuracy: 0.9446, prior_entropy: 0.863, recall: 0.9446, relative_absolute_error: 0.2416, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2071, root_relative_squared_error: 0.4584, scimark_benchmark: 1808.3805, usercpu_time_millis: 42.285, usercpu_time_millis_testing: 0.57, usercpu_time_millis_training: 41.715,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5954, kb_relative_information_score: -7.1067, mean_absolute_error: 0.4081, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 1.0001, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4517, root_relative_squared_error: 1, scimark_benchmark: 1126.6165, usercpu_time_millis: 52.586, usercpu_time_millis_testing: 8.047, usercpu_time_millis_training: 44.539,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5954, kb_relative_information_score: -7.0365, mean_absolute_error: 0.4081, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 1.0001, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4517, root_relative_squared_error: 1, scimark_benchmark: 1845.2509, usercpu_time_millis: 37.12, usercpu_time_millis_testing: 4.457, usercpu_time_millis_training: 32.663,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9929, f_measure: 0.9659, kappa: 0.9163, kb_relative_information_score: 29605.9346, mean_absolute_error: 0.0607, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9659, predictive_accuracy: 0.966, prior_entropy: 0.863, recall: 0.966, relative_absolute_error: 0.1487, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1635, root_relative_squared_error: 0.3618, scimark_benchmark: 1848.916, usercpu_time_millis: 4383.474, usercpu_time_millis_testing: 8.677, usercpu_time_millis_training: 4374.797,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9766, f_measure: 0.92, kappa: 0.7994, kb_relative_information_score: 24682.792, mean_absolute_error: 0.1179, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9235, predictive_accuracy: 0.9224, prior_entropy: 0.863, recall: 0.9224, relative_absolute_error: 0.2889, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2338, root_relative_squared_error: 0.5176, scimark_benchmark: 1837.0452, usercpu_time_millis: 2752.262, usercpu_time_millis_testing: 8.919, usercpu_time_millis_training: 2743.343,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9878, f_measure: 0.9502, kappa: 0.8778, kb_relative_information_score: 27530.3178, mean_absolute_error: 0.0858, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9502, predictive_accuracy: 0.9502, prior_entropy: 0.863, recall: 0.9502, relative_absolute_error: 0.2102, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1948, root_relative_squared_error: 0.4313, scimark_benchmark: 1836.1651, usercpu_time_millis: 1800.52, usercpu_time_millis_testing: 6.874, usercpu_time_millis_training: 1793.646,

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