Task
Supervised Classification on user-knowledge

Supervised Classification on user-knowledge

Task 9944 Supervised Classification user-knowledge 122 runs submitted
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9566, f_measure: 0.897, kappa: 0.8615, kb_relative_information_score: 346.3223, mean_absolute_error: 0.0457, mean_prior_absolute_error: 0.294, number_of_instances: 403, precision: 0.8998, predictive_accuracy: 0.8983, prior_entropy: 2.0547, recall: 0.8983, relative_absolute_error: 0.1553, root_mean_prior_squared_error: 0.3832, root_mean_squared_error: 0.1874, root_relative_squared_error: 0.489,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7756, kappa: 0.3982, kb_relative_information_score: 164.5176, mean_absolute_error: 0.2112, mean_prior_absolute_error: 0.294, number_of_instances: 403, predictive_accuracy: 0.5707, prior_entropy: 2.0547, recall: 0.5707, relative_absolute_error: 0.7184, root_mean_prior_squared_error: 0.3832, root_mean_squared_error: 0.3259, root_relative_squared_error: 0.8504,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9905, f_measure: 0.9116, kappa: 0.8813, kb_relative_information_score: 342.9123, mean_absolute_error: 0.0605, mean_prior_absolute_error: 0.294, number_of_instances: 403, precision: 0.911, predictive_accuracy: 0.9132, prior_entropy: 2.0547, recall: 0.9132, relative_absolute_error: 0.2058, root_mean_prior_squared_error: 0.3832, root_mean_squared_error: 0.1539, root_relative_squared_error: 0.4016,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8585, f_measure: 0.7793, kappa: 0.7216, kb_relative_information_score: 279.3561, mean_absolute_error: 0.0794, mean_prior_absolute_error: 0.294, number_of_instances: 403, precision: 0.7975, predictive_accuracy: 0.8015, prior_entropy: 2.0547, recall: 0.8015, relative_absolute_error: 0.2701, root_mean_prior_squared_error: 0.3832, root_mean_squared_error: 0.2818, root_relative_squared_error: 0.7354,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.99, f_measure: 0.9117, kappa: 0.8879, kb_relative_information_score: 359.265, mean_absolute_error: 0.0411, mean_prior_absolute_error: 0.294, number_of_instances: 403, precision: 0.9194, predictive_accuracy: 0.9181, prior_entropy: 2.0547, recall: 0.9181, relative_absolute_error: 0.1399, root_mean_prior_squared_error: 0.3832, root_mean_squared_error: 0.15, root_relative_squared_error: 0.3915,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9345, f_measure: 0.7685, kappa: 0.7012, kb_relative_information_score: 228.0669, mean_absolute_error: 0.1667, mean_prior_absolute_error: 0.294, number_of_instances: 403, precision: 0.7928, predictive_accuracy: 0.7866, prior_entropy: 2.0547, recall: 0.7866, relative_absolute_error: 0.5672, root_mean_prior_squared_error: 0.3832, root_mean_squared_error: 0.2657, root_relative_squared_error: 0.6934,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9641, f_measure: 0.8813, kappa: 0.8403, kb_relative_information_score: 314.1552, mean_absolute_error: 0.0762, mean_prior_absolute_error: 0.294, number_of_instances: 403, precision: 0.8823, predictive_accuracy: 0.8834, prior_entropy: 2.0547, recall: 0.8834, relative_absolute_error: 0.2591, root_mean_prior_squared_error: 0.3832, root_mean_squared_error: 0.1943, root_relative_squared_error: 0.5072,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9766, f_measure: 0.8708, kappa: 0.8329, kb_relative_information_score: 328.6802, mean_absolute_error: 0.064, mean_prior_absolute_error: 0.294, number_of_instances: 403, precision: 0.8711, predictive_accuracy: 0.8784, prior_entropy: 2.0547, recall: 0.8784, relative_absolute_error: 0.2176, root_mean_prior_squared_error: 0.3832, root_mean_squared_error: 0.1861, root_relative_squared_error: 0.4857,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9851, f_measure: 0.8849, kappa: 0.8501, kb_relative_information_score: 327.5389, mean_absolute_error: 0.0698, mean_prior_absolute_error: 0.294, number_of_instances: 403, precision: 0.8873, predictive_accuracy: 0.8908, prior_entropy: 2.0547, recall: 0.8908, relative_absolute_error: 0.2374, root_mean_prior_squared_error: 0.3832, root_mean_squared_error: 0.1799, root_relative_squared_error: 0.4695,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9456, f_measure: 0.8508, kappa: 0.8022, kb_relative_information_score: 310.8017, mean_absolute_error: 0.0684, mean_prior_absolute_error: 0.294, number_of_instances: 403, precision: 0.8489, predictive_accuracy: 0.8561, prior_entropy: 2.0547, recall: 0.8561, relative_absolute_error: 0.2326, root_mean_prior_squared_error: 0.3832, root_mean_squared_error: 0.2183, root_relative_squared_error: 0.5698,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9707, f_measure: 0.8781, kappa: 0.8367, kb_relative_information_score: 321.3887, mean_absolute_error: 0.0687, mean_prior_absolute_error: 0.294, number_of_instances: 403, precision: 0.8845, predictive_accuracy: 0.8809, prior_entropy: 2.0547, recall: 0.8809, relative_absolute_error: 0.2338, root_mean_prior_squared_error: 0.3832, root_mean_squared_error: 0.1999, root_relative_squared_error: 0.5216,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.908, f_measure: 0.7812, kappa: 0.7059, kb_relative_information_score: 260.7361, mean_absolute_error: 0.1162, mean_prior_absolute_error: 0.294, number_of_instances: 403, precision: 0.7804, predictive_accuracy: 0.7866, prior_entropy: 2.0547, recall: 0.7866, relative_absolute_error: 0.3952, root_mean_prior_squared_error: 0.3832, root_mean_squared_error: 0.2535, root_relative_squared_error: 0.6615,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9776, f_measure: 0.9195, kappa: 0.8915, kb_relative_information_score: 355.4403, mean_absolute_error: 0.0308, mean_prior_absolute_error: 0.294, number_of_instances: 403, precision: 0.919, predictive_accuracy: 0.9206, prior_entropy: 2.0547, recall: 0.9206, relative_absolute_error: 0.1046, root_mean_prior_squared_error: 0.3832, root_mean_squared_error: 0.1697, root_relative_squared_error: 0.4429,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9502, f_measure: 0.8399, kappa: 0.7828, kb_relative_information_score: 296.5765, mean_absolute_error: 0.0888, mean_prior_absolute_error: 0.294, number_of_instances: 403, precision: 0.8415, predictive_accuracy: 0.8412, prior_entropy: 2.0547, recall: 0.8412, relative_absolute_error: 0.3019, root_mean_prior_squared_error: 0.3832, root_mean_squared_error: 0.2155, root_relative_squared_error: 0.5624,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9614, f_measure: 0.7919, kappa: 0.7197, kb_relative_information_score: 284.863, mean_absolute_error: 0.0946, mean_prior_absolute_error: 0.294, number_of_instances: 403, precision: 0.7925, predictive_accuracy: 0.7965, prior_entropy: 2.0547, recall: 0.7965, relative_absolute_error: 0.3219, root_mean_prior_squared_error: 0.3832, root_mean_squared_error: 0.2439, root_relative_squared_error: 0.6365,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9817, f_measure: 0.8944, kappa: 0.863, kb_relative_information_score: 325.3789, mean_absolute_error: 0.068, mean_prior_absolute_error: 0.294, number_of_instances: 403, precision: 0.8999, predictive_accuracy: 0.9007, prior_entropy: 2.0547, recall: 0.9007, relative_absolute_error: 0.2313, root_mean_prior_squared_error: 0.3832, root_mean_squared_error: 0.1851, root_relative_squared_error: 0.483,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9627, f_measure: 0.8324, kappa: 0.7803, kb_relative_information_score: 282.2975, mean_absolute_error: 0.111, mean_prior_absolute_error: 0.294, number_of_instances: 403, precision: 0.8379, predictive_accuracy: 0.8412, prior_entropy: 2.0547, recall: 0.8412, relative_absolute_error: 0.3777, root_mean_prior_squared_error: 0.3832, root_mean_squared_error: 0.2257, root_relative_squared_error: 0.5891,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9473, f_measure: 0.8459, kappa: 0.7894, kb_relative_information_score: 301.8147, mean_absolute_error: 0.0956, mean_prior_absolute_error: 0.294, number_of_instances: 403, precision: 0.8516, predictive_accuracy: 0.8462, prior_entropy: 2.0547, recall: 0.8462, relative_absolute_error: 0.3252, root_mean_prior_squared_error: 0.3832, root_mean_squared_error: 0.2234, root_relative_squared_error: 0.5831,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.978, f_measure: 0.8278, kappa: 0.8039, kb_relative_information_score: 127.7372, mean_absolute_error: 0.2469, mean_prior_absolute_error: 0.294, number_of_instances: 403, precision: 0.8178, predictive_accuracy: 0.861, prior_entropy: 2.0547, recall: 0.861, relative_absolute_error: 0.8397, root_mean_prior_squared_error: 0.3832, root_mean_squared_error: 0.3255, root_relative_squared_error: 0.8495,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9462, f_measure: 0.8513, kappa: 0.7995, kb_relative_information_score: 300.1408, mean_absolute_error: 0.0982, mean_prior_absolute_error: 0.294, number_of_instances: 403, precision: 0.8568, predictive_accuracy: 0.8536, prior_entropy: 2.0547, recall: 0.8536, relative_absolute_error: 0.334, root_mean_prior_squared_error: 0.3832, root_mean_squared_error: 0.2241, root_relative_squared_error: 0.5847,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9796, f_measure: 0.8844, kappa: 0.8471, kb_relative_information_score: 340.838, mean_absolute_error: 0.0537, mean_prior_absolute_error: 0.294, number_of_instances: 403, precision: 0.8833, predictive_accuracy: 0.8883, prior_entropy: 2.0547, recall: 0.8883, relative_absolute_error: 0.1827, root_mean_prior_squared_error: 0.3832, root_mean_squared_error: 0.1743, root_relative_squared_error: 0.455,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.976, f_measure: 0.8901, kappa: 0.8567, kb_relative_information_score: 243.9246, mean_absolute_error: 0.1543, mean_prior_absolute_error: 0.294, number_of_instances: 403, precision: 0.8935, predictive_accuracy: 0.8958, prior_entropy: 2.0547, recall: 0.8958, relative_absolute_error: 0.5249, root_mean_prior_squared_error: 0.3832, root_mean_squared_error: 0.2339, root_relative_squared_error: 0.6105,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4841, f_measure: 0.1552, kb_relative_information_score: 0.3978, mean_absolute_error: 0.294, mean_prior_absolute_error: 0.294, number_of_instances: 403, precision: 0.1025, predictive_accuracy: 0.3201, prior_entropy: 2.0547, recall: 0.3201, relative_absolute_error: 1.0002, root_mean_prior_squared_error: 0.3832, root_mean_squared_error: 0.3832, root_relative_squared_error: 1.0001,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9556, f_measure: 0.7932, kappa: 0.7335, kb_relative_information_score: 286.0035, mean_absolute_error: 0.1062, mean_prior_absolute_error: 0.294, number_of_instances: 403, precision: 0.7969, predictive_accuracy: 0.8089, prior_entropy: 2.0547, recall: 0.8089, relative_absolute_error: 0.3613, root_mean_prior_squared_error: 0.3832, root_mean_squared_error: 0.2294, root_relative_squared_error: 0.5988,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9848, f_measure: 0.9243, kappa: 0.9048, kb_relative_information_score: 357.577, mean_absolute_error: 0.0394, mean_prior_absolute_error: 0.294, number_of_instances: 403, precision: 0.9319, predictive_accuracy: 0.9305, prior_entropy: 2.0547, recall: 0.9305, relative_absolute_error: 0.1341, root_mean_prior_squared_error: 0.3832, root_mean_squared_error: 0.1493, root_relative_squared_error: 0.3897,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9758, f_measure: 0.8634, kappa: 0.8247, kb_relative_information_score: 323.9109, mean_absolute_error: 0.0749, mean_prior_absolute_error: 0.294, number_of_instances: 403, precision: 0.8667, predictive_accuracy: 0.8734, prior_entropy: 2.0547, recall: 0.8734, relative_absolute_error: 0.2549, root_mean_prior_squared_error: 0.3832, root_mean_squared_error: 0.1921, root_relative_squared_error: 0.5012,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9534, f_measure: 0.9065, kappa: 0.8743, kb_relative_information_score: 344.8322, mean_absolute_error: 0.0431, mean_prior_absolute_error: 0.294, number_of_instances: 403, precision: 0.9066, predictive_accuracy: 0.9082, prior_entropy: 2.0547, recall: 0.9082, relative_absolute_error: 0.1467, root_mean_prior_squared_error: 0.3832, root_mean_squared_error: 0.1794, root_relative_squared_error: 0.4681,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9502, f_measure: 0.8464, kappa: 0.7895, kb_relative_information_score: 301.8706, mean_absolute_error: 0.0945, mean_prior_absolute_error: 0.294, number_of_instances: 403, precision: 0.8539, predictive_accuracy: 0.8462, prior_entropy: 2.0547, recall: 0.8462, relative_absolute_error: 0.3215, root_mean_prior_squared_error: 0.3832, root_mean_squared_error: 0.2233, root_relative_squared_error: 0.5828,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.937, f_measure: 0.7909, kappa: 0.7636, kb_relative_information_score: 124.1888, mean_absolute_error: 0.2482, mean_prior_absolute_error: 0.294, number_of_instances: 403, precision: 0.7854, predictive_accuracy: 0.8337, prior_entropy: 2.0547, recall: 0.8337, relative_absolute_error: 0.8444, root_mean_prior_squared_error: 0.3832, root_mean_squared_error: 0.329, root_relative_squared_error: 0.8585,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9779, f_measure: 0.9047, kappa: 0.8686, kb_relative_information_score: 333.636, mean_absolute_error: 0.0568, mean_prior_absolute_error: 0.294, number_of_instances: 403, precision: 0.9068, predictive_accuracy: 0.9032, prior_entropy: 2.0547, recall: 0.9032, relative_absolute_error: 0.1933, root_mean_prior_squared_error: 0.3832, root_mean_squared_error: 0.173, root_relative_squared_error: 0.4514,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9489, f_measure: 0.823, kappa: 0.7969, kb_relative_information_score: 126.5683, mean_absolute_error: 0.2471, mean_prior_absolute_error: 0.294, number_of_instances: 403, precision: 0.8138, predictive_accuracy: 0.8561, prior_entropy: 2.0547, recall: 0.8561, relative_absolute_error: 0.8407, root_mean_prior_squared_error: 0.3832, root_mean_squared_error: 0.3273, root_relative_squared_error: 0.8543,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9494, f_measure: 0.8491, kappa: 0.7931, kb_relative_information_score: 301.1024, mean_absolute_error: 0.0953, mean_prior_absolute_error: 0.294, number_of_instances: 403, precision: 0.8568, predictive_accuracy: 0.8486, prior_entropy: 2.0547, recall: 0.8486, relative_absolute_error: 0.3243, root_mean_prior_squared_error: 0.3832, root_mean_squared_error: 0.2241, root_relative_squared_error: 0.5848,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9904, f_measure: 0.9001, kappa: 0.8675, kb_relative_information_score: 340.4749, mean_absolute_error: 0.0615, mean_prior_absolute_error: 0.294, number_of_instances: 403, precision: 0.8991, predictive_accuracy: 0.9032, prior_entropy: 2.0547, recall: 0.9032, relative_absolute_error: 0.2091, root_mean_prior_squared_error: 0.3832, root_mean_squared_error: 0.1599, root_relative_squared_error: 0.4174,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9534, f_measure: 0.9065, kappa: 0.8743, kb_relative_information_score: 344.8322, mean_absolute_error: 0.0431, mean_prior_absolute_error: 0.294, number_of_instances: 403, precision: 0.9066, predictive_accuracy: 0.9082, prior_entropy: 2.0547, recall: 0.9082, relative_absolute_error: 0.1467, root_mean_prior_squared_error: 0.3832, root_mean_squared_error: 0.1794, root_relative_squared_error: 0.4681,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9436, f_measure: 0.808, kappa: 0.7787, kb_relative_information_score: 126.1336, mean_absolute_error: 0.2474, mean_prior_absolute_error: 0.294, number_of_instances: 403, precision: 0.8032, predictive_accuracy: 0.8437, prior_entropy: 2.0547, recall: 0.8437, relative_absolute_error: 0.8417, root_mean_prior_squared_error: 0.3832, root_mean_squared_error: 0.3278, root_relative_squared_error: 0.8554,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9518, f_measure: 0.8041, kappa: 0.7332, kb_relative_information_score: 266.1632, mean_absolute_error: 0.1239, mean_prior_absolute_error: 0.294, number_of_instances: 403, precision: 0.8124, predictive_accuracy: 0.804, prior_entropy: 2.0547, recall: 0.804, relative_absolute_error: 0.4214, root_mean_prior_squared_error: 0.3832, root_mean_squared_error: 0.2443, root_relative_squared_error: 0.6377,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9516, f_measure: 0.8505, kappa: 0.7964, kb_relative_information_score: 300.1667, mean_absolute_error: 0.097, mean_prior_absolute_error: 0.294, number_of_instances: 403, precision: 0.8565, predictive_accuracy: 0.8511, prior_entropy: 2.0547, recall: 0.8511, relative_absolute_error: 0.33, root_mean_prior_squared_error: 0.3832, root_mean_squared_error: 0.2214, root_relative_squared_error: 0.5778,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9894, f_measure: 0.9213, kappa: 0.895, kb_relative_information_score: 338.3628, mean_absolute_error: 0.0662, mean_prior_absolute_error: 0.294, number_of_instances: 403, precision: 0.9227, predictive_accuracy: 0.9231, prior_entropy: 2.0547, recall: 0.9231, relative_absolute_error: 0.2253, root_mean_prior_squared_error: 0.3832, root_mean_squared_error: 0.1611, root_relative_squared_error: 0.4203,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9731, f_measure: 0.8753, kappa: 0.8309, kb_relative_information_score: 315.7213, mean_absolute_error: 0.0811, mean_prior_absolute_error: 0.294, number_of_instances: 403, precision: 0.8756, predictive_accuracy: 0.8759, prior_entropy: 2.0547, recall: 0.8759, relative_absolute_error: 0.2758, root_mean_prior_squared_error: 0.3832, root_mean_squared_error: 0.1937, root_relative_squared_error: 0.5055,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9189, f_measure: 0.8753, kappa: 0.8279, kb_relative_information_score: 328.6924, mean_absolute_error: 0.0506, mean_prior_absolute_error: 0.294, number_of_instances: 403, precision: 0.8777, predictive_accuracy: 0.8734, prior_entropy: 2.0547, recall: 0.8734, relative_absolute_error: 0.1722, root_mean_prior_squared_error: 0.3832, root_mean_squared_error: 0.225, root_relative_squared_error: 0.5872,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.954, f_measure: 0.9264, kappa: 0.9017, kb_relative_information_score: 355.5026, mean_absolute_error: 0.0288, mean_prior_absolute_error: 0.294, number_of_instances: 403, precision: 0.9261, predictive_accuracy: 0.928, prior_entropy: 2.0547, recall: 0.928, relative_absolute_error: 0.0979, root_mean_prior_squared_error: 0.3832, root_mean_squared_error: 0.1697, root_relative_squared_error: 0.4428, usercpu_time_millis: 374.687, usercpu_time_millis_testing: 5.762, usercpu_time_millis_training: 368.925,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8864, f_measure: 0.8268, kappa: 0.763, kb_relative_information_score: 302.6052, mean_absolute_error: 0.0695, mean_prior_absolute_error: 0.294, number_of_instances: 403, precision: 0.8297, predictive_accuracy: 0.8263, prior_entropy: 2.0547, recall: 0.8263, relative_absolute_error: 0.2363, root_mean_prior_squared_error: 0.3832, root_mean_squared_error: 0.2636, root_relative_squared_error: 0.6879, usercpu_time_millis: 51.235, usercpu_time_millis_testing: 0.474, usercpu_time_millis_training: 50.761,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9482, f_measure: 0.9156, kappa: 0.8878, kb_relative_information_score: 345.821, mean_absolute_error: 0.0328, mean_prior_absolute_error: 0.294, number_of_instances: 403, precision: 0.9148, predictive_accuracy: 0.9181, prior_entropy: 2.0547, recall: 0.9181, relative_absolute_error: 0.1114, root_mean_prior_squared_error: 0.3832, root_mean_squared_error: 0.181, root_relative_squared_error: 0.4723, usercpu_time_millis: 33.663, usercpu_time_millis_testing: 0.166, usercpu_time_millis_training: 33.497,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8333, f_measure: 0.7479, kappa: 0.6649, kb_relative_information_score: 260.7714, mean_absolute_error: 0.0963, mean_prior_absolute_error: 0.294, number_of_instances: 403, precision: 0.7496, predictive_accuracy: 0.7593, prior_entropy: 2.0547, recall: 0.7593, relative_absolute_error: 0.3275, root_mean_prior_squared_error: 0.3832, root_mean_squared_error: 0.3103, root_relative_squared_error: 0.8098, usercpu_time_millis: 0.872, usercpu_time_millis_testing: 0.039, usercpu_time_millis_training: 0.833,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9202, f_measure: 0.8664, kappa: 0.8322, kb_relative_information_score: 319.229, mean_absolute_error: 0.0486, mean_prior_absolute_error: 0.294, number_of_instances: 403, precision: 0.8615, predictive_accuracy: 0.8784, prior_entropy: 2.0547, recall: 0.8784, relative_absolute_error: 0.1654, root_mean_prior_squared_error: 0.3832, root_mean_squared_error: 0.2205, root_relative_squared_error: 0.5755, usercpu_time_millis: 0.446, usercpu_time_millis_testing: 0.05, usercpu_time_millis_training: 0.396,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9353, f_measure: 0.8962, kappa: 0.8638, kb_relative_information_score: 336.454, mean_absolute_error: 0.0397, mean_prior_absolute_error: 0.294, number_of_instances: 403, precision: 0.8942, predictive_accuracy: 0.9007, prior_entropy: 2.0547, recall: 0.9007, relative_absolute_error: 0.1351, root_mean_prior_squared_error: 0.3832, root_mean_squared_error: 0.1993, root_relative_squared_error: 0.52, usercpu_time_millis: 2.756, usercpu_time_millis_testing: 0.285, usercpu_time_millis_training: 2.471,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4965, f_measure: 0.1087, kappa: -0.005, kb_relative_information_score: 30.7873, mean_absolute_error: 0.2988, mean_prior_absolute_error: 0.294, number_of_instances: 403, precision: 0.0692, predictive_accuracy: 0.2531, prior_entropy: 2.0547, recall: 0.2531, relative_absolute_error: 1.0163, root_mean_prior_squared_error: 0.3832, root_mean_squared_error: 0.5466, root_relative_squared_error: 1.4265, usercpu_time_millis: 1.502, usercpu_time_millis_testing: 0.048, usercpu_time_millis_training: 1.454,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4994, f_measure: 0.1958, kappa: -0.0011, kb_relative_information_score: 48.8926, mean_absolute_error: 0.273, mean_prior_absolute_error: 0.294, number_of_instances: 403, precision: 0.1931, predictive_accuracy: 0.3176, prior_entropy: 2.0547, recall: 0.3176, relative_absolute_error: 0.9285, root_mean_prior_squared_error: 0.3832, root_mean_squared_error: 0.5224, root_relative_squared_error: 1.3635, usercpu_time_millis: 0.242, usercpu_time_millis_testing: 0.015, usercpu_time_millis_training: 0.227,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9217, f_measure: 0.8752, kappa: 0.8368, kb_relative_information_score: 328.4217, mean_absolute_error: 0.0476, mean_prior_absolute_error: 0.294, number_of_instances: 403, precision: 0.8755, predictive_accuracy: 0.8809, prior_entropy: 2.0547, recall: 0.8809, relative_absolute_error: 0.1621, root_mean_prior_squared_error: 0.3832, root_mean_squared_error: 0.2183, root_relative_squared_error: 0.5696, usercpu_time_millis: 0.175, usercpu_time_millis_testing: 0.04, usercpu_time_millis_training: 0.135,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9452, f_measure: 0.9087, kappa: 0.8841, kb_relative_information_score: 343.5213, mean_absolute_error: 0.0337, mean_prior_absolute_error: 0.294, number_of_instances: 403, precision: 0.909, predictive_accuracy: 0.9156, prior_entropy: 2.0547, recall: 0.9156, relative_absolute_error: 0.1148, root_mean_prior_squared_error: 0.3832, root_mean_squared_error: 0.1837, root_relative_squared_error: 0.4794, usercpu_time_millis: 0.199, usercpu_time_millis_testing: 0.02, usercpu_time_millis_training: 0.179,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9398, f_measure: 0.9044, kappa: 0.8741, kb_relative_information_score: 342.3684, mean_absolute_error: 0.0367, mean_prior_absolute_error: 0.294, number_of_instances: 403, precision: 0.9039, predictive_accuracy: 0.9082, prior_entropy: 2.0547, recall: 0.9082, relative_absolute_error: 0.1249, root_mean_prior_squared_error: 0.3832, root_mean_squared_error: 0.1916, root_relative_squared_error: 0.5001, usercpu_time_millis: 17.724, usercpu_time_millis_testing: 3.219, usercpu_time_millis_training: 14.505,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9394, f_measure: 0.904, kappa: 0.874, kb_relative_information_score: 342.318, mean_absolute_error: 0.0367, mean_prior_absolute_error: 0.294, number_of_instances: 403, precision: 0.9044, predictive_accuracy: 0.9082, prior_entropy: 2.0547, recall: 0.9082, relative_absolute_error: 0.1249, root_mean_prior_squared_error: 0.3832, root_mean_squared_error: 0.1916, root_relative_squared_error: 0.5001, usercpu_time_millis: 3.619, usercpu_time_millis_testing: 0.481, usercpu_time_millis_training: 3.138,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8685, f_measure: 0.7949, kappa: 0.7252, kb_relative_information_score: 284.9262, mean_absolute_error: 0.0804, mean_prior_absolute_error: 0.294, number_of_instances: 403, precision: 0.8004, predictive_accuracy: 0.799, prior_entropy: 2.0547, recall: 0.799, relative_absolute_error: 0.2735, root_mean_prior_squared_error: 0.3832, root_mean_squared_error: 0.2835, root_relative_squared_error: 0.74, usercpu_time_millis: 1.694, usercpu_time_millis_testing: 0.627, usercpu_time_millis_training: 1.067,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9346, f_measure: 0.8946, kappa: 0.8581, kb_relative_information_score: 337.7397, mean_absolute_error: 0.0417, mean_prior_absolute_error: 0.294, number_of_instances: 403, precision: 0.8958, predictive_accuracy: 0.8958, prior_entropy: 2.0547, recall: 0.8958, relative_absolute_error: 0.1418, root_mean_prior_squared_error: 0.3832, root_mean_squared_error: 0.2042, root_relative_squared_error: 0.5328, usercpu_time_millis: 2.101, usercpu_time_millis_testing: 0.732, usercpu_time_millis_training: 1.369,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5001, f_measure: 0.2431, kappa: 0.0004, kb_relative_information_score: 45.5964, mean_absolute_error: 0.2779, mean_prior_absolute_error: 0.294, number_of_instances: 403, precision: 0.2586, predictive_accuracy: 0.3052, prior_entropy: 2.0547, recall: 0.3052, relative_absolute_error: 0.9454, root_mean_prior_squared_error: 0.3832, root_mean_squared_error: 0.5272, root_relative_squared_error: 1.3758, usercpu_time_millis: 0.229, usercpu_time_millis_testing: 0.021, usercpu_time_millis_training: 0.208,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9485, f_measure: 0.9165, kappa: 0.8881, kb_relative_information_score: 347.7418, mean_absolute_error: 0.0328, mean_prior_absolute_error: 0.294, number_of_instances: 403, precision: 0.9169, predictive_accuracy: 0.9181, prior_entropy: 2.0547, recall: 0.9181, relative_absolute_error: 0.1114, root_mean_prior_squared_error: 0.3832, root_mean_squared_error: 0.181, root_relative_squared_error: 0.4723, usercpu_time_millis: 0.214, usercpu_time_millis_testing: 0.05, usercpu_time_millis_training: 0.164,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9437, f_measure: 0.8963, kappa: 0.8836, kb_relative_information_score: 341.6676, mean_absolute_error: 0.0337, mean_prior_absolute_error: 0.294, number_of_instances: 403, precision: 0.9274, predictive_accuracy: 0.9156, prior_entropy: 2.0547, recall: 0.9156, relative_absolute_error: 0.1148, root_mean_prior_squared_error: 0.3832, root_mean_squared_error: 0.1837, root_relative_squared_error: 0.4794, usercpu_time_millis: 9.036, usercpu_time_millis_testing: 0.554, usercpu_time_millis_training: 8.482,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9542, f_measure: 0.9229, kappa: 0.8986, kb_relative_information_score: 353.5166, mean_absolute_error: 0.0298, mean_prior_absolute_error: 0.294, number_of_instances: 403, precision: 0.9248, predictive_accuracy: 0.9256, prior_entropy: 2.0547, recall: 0.9256, relative_absolute_error: 0.1013, root_mean_prior_squared_error: 0.3832, root_mean_squared_error: 0.1726, root_relative_squared_error: 0.4503, usercpu_time_millis: 0.539, usercpu_time_millis_testing: 0.034, usercpu_time_millis_training: 0.505,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8999, f_measure: 0.8488, kappa: 0.7929, kb_relative_information_score: 313.8292, mean_absolute_error: 0.0605, mean_prior_absolute_error: 0.294, number_of_instances: 403, precision: 0.8559, predictive_accuracy: 0.8486, prior_entropy: 2.0547, recall: 0.8486, relative_absolute_error: 0.206, root_mean_prior_squared_error: 0.3832, root_mean_squared_error: 0.2461, root_relative_squared_error: 0.6422, usercpu_time_millis: 0.393, usercpu_time_millis_testing: 0.282, usercpu_time_millis_training: 0.111,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9508, f_measure: 0.919, kappa: 0.8945, kb_relative_information_score: 348.697, mean_absolute_error: 0.0308, mean_prior_absolute_error: 0.294, number_of_instances: 403, precision: 0.9188, predictive_accuracy: 0.9231, prior_entropy: 2.0547, recall: 0.9231, relative_absolute_error: 0.1047, root_mean_prior_squared_error: 0.3832, root_mean_squared_error: 0.1754, root_relative_squared_error: 0.4578, usercpu_time_millis: 1.578, usercpu_time_millis_testing: 0.077, usercpu_time_millis_training: 1.501,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8191, f_measure: 0.6993, kappa: 0.6438, kb_relative_information_score: 246.8445, mean_absolute_error: 0.1002, mean_prior_absolute_error: 0.294, number_of_instances: 403, precision: 0.6897, predictive_accuracy: 0.7494, prior_entropy: 2.0547, recall: 0.7494, relative_absolute_error: 0.341, root_mean_prior_squared_error: 0.3832, root_mean_squared_error: 0.3166, root_relative_squared_error: 0.8263, usercpu_time_millis: 0.063, usercpu_time_millis_testing: 0.011, usercpu_time_millis_training: 0.052,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9462, f_measure: 0.913, kappa: 0.8817, kb_relative_information_score: 346.3015, mean_absolute_error: 0.0347, mean_prior_absolute_error: 0.294, number_of_instances: 403, precision: 0.9131, predictive_accuracy: 0.9132, prior_entropy: 2.0547, recall: 0.9132, relative_absolute_error: 0.1182, root_mean_prior_squared_error: 0.3832, root_mean_squared_error: 0.1864, root_relative_squared_error: 0.4864, usercpu_time_millis: 0.528, usercpu_time_millis_testing: 0.053, usercpu_time_millis_training: 0.475,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8713, f_measure: 0.8015, kappa: 0.7388, kb_relative_information_score: 287.5743, mean_absolute_error: 0.0754, mean_prior_absolute_error: 0.294, number_of_instances: 403, precision: 0.8034, predictive_accuracy: 0.8114, prior_entropy: 2.0547, recall: 0.8114, relative_absolute_error: 0.2566, root_mean_prior_squared_error: 0.3832, root_mean_squared_error: 0.2747, root_relative_squared_error: 0.7168, usercpu_time_millis: 0.145, usercpu_time_millis_testing: 0.136, usercpu_time_millis_training: 0.009,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.924, f_measure: 0.8793, kappa: 0.8399, kb_relative_information_score: 326.683, mean_absolute_error: 0.0467, mean_prior_absolute_error: 0.294, number_of_instances: 403, precision: 0.8774, predictive_accuracy: 0.8834, prior_entropy: 2.0547, recall: 0.8834, relative_absolute_error: 0.1587, root_mean_prior_squared_error: 0.3832, root_mean_squared_error: 0.216, root_relative_squared_error: 0.5637, usercpu_time_millis: 2.227, usercpu_time_millis_testing: 0.679, usercpu_time_millis_training: 1.548,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9183, f_measure: 0.8622, kappa: 0.8287, kb_relative_information_score: 317.2239, mean_absolute_error: 0.0496, mean_prior_absolute_error: 0.294, number_of_instances: 403, precision: 0.8554, predictive_accuracy: 0.8759, prior_entropy: 2.0547, recall: 0.8759, relative_absolute_error: 0.1688, root_mean_prior_squared_error: 0.3832, root_mean_squared_error: 0.2228, root_relative_squared_error: 0.5814, usercpu_time_millis: 0.699, usercpu_time_millis_testing: 0.172, usercpu_time_millis_training: 0.527,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8485, f_measure: 0.7477, kappa: 0.7034, kb_relative_information_score: 265.3754, mean_absolute_error: 0.0834, mean_prior_absolute_error: 0.294, number_of_instances: 403, precision: 0.7352, predictive_accuracy: 0.7916, prior_entropy: 2.0547, recall: 0.7916, relative_absolute_error: 0.2836, root_mean_prior_squared_error: 0.3832, root_mean_squared_error: 0.2887, root_relative_squared_error: 0.7536, usercpu_time_millis: 0.152, usercpu_time_millis_testing: 0.013, usercpu_time_millis_training: 0.139,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9452, f_measure: 0.9087, kappa: 0.8841, kb_relative_information_score: 343.5213, mean_absolute_error: 0.0337, mean_prior_absolute_error: 0.294, number_of_instances: 403, precision: 0.909, predictive_accuracy: 0.9156, prior_entropy: 2.0547, recall: 0.9156, relative_absolute_error: 0.1148, root_mean_prior_squared_error: 0.3832, root_mean_squared_error: 0.1837, root_relative_squared_error: 0.4794, usercpu_time_millis: 0.167, usercpu_time_millis_testing: 0.045, usercpu_time_millis_training: 0.122,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8706, f_measure: 0.8018, kappa: 0.7292, kb_relative_information_score: 286.4684, mean_absolute_error: 0.0794, mean_prior_absolute_error: 0.294, number_of_instances: 403, precision: 0.8024, predictive_accuracy: 0.8015, prior_entropy: 2.0547, recall: 0.8015, relative_absolute_error: 0.2701, root_mean_prior_squared_error: 0.3832, root_mean_squared_error: 0.2818, root_relative_squared_error: 0.7354, usercpu_time_millis: 2.007, usercpu_time_millis_testing: 0.684, usercpu_time_millis_training: 1.323,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9202, f_measure: 0.865, kappa: 0.8347, kb_relative_information_score: 317.6257, mean_absolute_error: 0.0476, mean_prior_absolute_error: 0.294, number_of_instances: 403, precision: 0.8608, predictive_accuracy: 0.8809, prior_entropy: 2.0547, recall: 0.8809, relative_absolute_error: 0.1621, root_mean_prior_squared_error: 0.3832, root_mean_squared_error: 0.2183, root_relative_squared_error: 0.5696, usercpu_time_millis: 9.665, usercpu_time_millis_testing: 0.665, usercpu_time_millis_training: 9,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9402, f_measure: 0.9065, kappa: 0.8743, kb_relative_information_score: 343.3461, mean_absolute_error: 0.0367, mean_prior_absolute_error: 0.294, number_of_instances: 403, precision: 0.9066, predictive_accuracy: 0.9082, prior_entropy: 2.0547, recall: 0.9082, relative_absolute_error: 0.1249, root_mean_prior_squared_error: 0.3832, root_mean_squared_error: 0.1916, root_relative_squared_error: 0.5001, usercpu_time_millis: 2.489, usercpu_time_millis_testing: 0.915, usercpu_time_millis_training: 1.574,

Metric:

Timeline

Plotting contribution timeline

Leaderboard

Rank Name Top Score Entries Highest rank

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

Challenge

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

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

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

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

Given inputs

Expected outputs

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

How to submit runs

Using your favorite machine learning environment

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

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From your own software

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

OpenML APIs