OpenML
Supervised Classification on mfeat-pixel

Supervised Classification on mfeat-pixel

Task 146824 Supervised Classification mfeat-pixel 11351 runs submitted
0 likes downloaded by 1 people , 2 total downloads 0 issues
Visibility: Public
Issue #Downvotes for this reason By


Metric:

11351 Runs

Fetching data
Note: Chart is limited to the 100 best flows, and the 100 best runs for each flow.
Fetching data
Search runs in more detail
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5064, f_measure: 0.0411, kappa: 0.0128, kb_relative_information_score: 141.6889, mean_absolute_error: 0.1777, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9101, predictive_accuracy: 0.1115, prior_entropy: 3.3219, recall: 0.1115, relative_absolute_error: 0.9872, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4215, root_relative_squared_error: 1.4051,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6419, f_measure: 0.4044, kappa: 0.2839, kb_relative_information_score: 652.0186, mean_absolute_error: 0.1289, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.912, predictive_accuracy: 0.3555, prior_entropy: 3.3219, recall: 0.3555, relative_absolute_error: 0.7161, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.359, root_relative_squared_error: 1.1968,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9897, f_measure: 0.9815, kappa: 0.9794, kb_relative_information_score: 1961.307, mean_absolute_error: 0.0037, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9816, predictive_accuracy: 0.9815, prior_entropy: 3.3219, recall: 0.9815, relative_absolute_error: 0.0206, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0608, root_relative_squared_error: 0.2028,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5811, f_measure: 0.1962, kappa: 0.1622, kb_relative_information_score: 422.9977, mean_absolute_error: 0.1508, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.8046, predictive_accuracy: 0.246, prior_entropy: 3.3219, recall: 0.246, relative_absolute_error: 0.8378, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3883, root_relative_squared_error: 1.2944,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9769, f_measure: 0.9586, kappa: 0.9539, kb_relative_information_score: 1913.2021, mean_absolute_error: 0.0083, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9593, predictive_accuracy: 0.9585, prior_entropy: 3.3219, recall: 0.9585, relative_absolute_error: 0.0461, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0911, root_relative_squared_error: 0.3037,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5944, f_measure: 0.1909, kappa: 0.1889, kb_relative_information_score: 473.1941, mean_absolute_error: 0.146, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.5895, predictive_accuracy: 0.27, prior_entropy: 3.3219, recall: 0.27, relative_absolute_error: 0.8111, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3821, root_relative_squared_error: 1.2737,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9881, f_measure: 0.9785, kappa: 0.9761, kb_relative_information_score: 1955.0324, mean_absolute_error: 0.0043, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9787, predictive_accuracy: 0.9785, prior_entropy: 3.3219, recall: 0.9785, relative_absolute_error: 0.0239, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0656, root_relative_squared_error: 0.2186,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5322, f_measure: 0.1214, kappa: 0.0644, kb_relative_information_score: 238.9444, mean_absolute_error: 0.1684, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9106, predictive_accuracy: 0.158, prior_entropy: 3.3219, recall: 0.158, relative_absolute_error: 0.9356, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4104, root_relative_squared_error: 1.3679,
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Run description file not present.
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9897, f_measure: 0.9815, kappa: 0.9794, kb_relative_information_score: 1961.307, mean_absolute_error: 0.0037, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9816, predictive_accuracy: 0.9815, prior_entropy: 3.3219, recall: 0.9815, relative_absolute_error: 0.0206, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0608, root_relative_squared_error: 0.2028,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5097, f_measure: 0.0528, kappa: 0.0194, kb_relative_information_score: 154.238, mean_absolute_error: 0.1765, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9102, predictive_accuracy: 0.1175, prior_entropy: 3.3219, recall: 0.1175, relative_absolute_error: 0.9806, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4201, root_relative_squared_error: 1.4004,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9644, f_measure: 0.936, kappa: 0.9289, kb_relative_information_score: 1866.143, mean_absolute_error: 0.0128, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9371, predictive_accuracy: 0.936, prior_entropy: 3.3219, recall: 0.936, relative_absolute_error: 0.0711, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1131, root_relative_squared_error: 0.3771,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9889, f_measure: 0.98, kappa: 0.9778, kb_relative_information_score: 1958.1697, mean_absolute_error: 0.004, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9801, predictive_accuracy: 0.98, prior_entropy: 3.3219, recall: 0.98, relative_absolute_error: 0.0222, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0632, root_relative_squared_error: 0.2108,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5247, f_measure: 0.1014, kappa: 0.0494, kb_relative_information_score: 210.7089, mean_absolute_error: 0.1711, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9105, predictive_accuracy: 0.1445, prior_entropy: 3.3219, recall: 0.1445, relative_absolute_error: 0.9506, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4136, root_relative_squared_error: 1.3788,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5789, f_measure: 0.1644, kappa: 0.1578, kb_relative_information_score: 414.6316, mean_absolute_error: 0.1516, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.7399, predictive_accuracy: 0.242, prior_entropy: 3.3219, recall: 0.242, relative_absolute_error: 0.8422, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3894, root_relative_squared_error: 1.2979,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9869, f_measure: 0.9765, kappa: 0.9739, kb_relative_information_score: 1950.8494, mean_absolute_error: 0.0047, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9766, predictive_accuracy: 0.9765, prior_entropy: 3.3219, recall: 0.9765, relative_absolute_error: 0.0261, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0686, root_relative_squared_error: 0.2285,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9494, f_measure: 0.9171, kappa: 0.8989, kb_relative_information_score: 1809.6721, mean_absolute_error: 0.0182, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9417, predictive_accuracy: 0.909, prior_entropy: 3.3219, recall: 0.909, relative_absolute_error: 0.1011, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1349, root_relative_squared_error: 0.4497,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9847, f_measure: 0.9725, kappa: 0.9694, kb_relative_information_score: 1942.4833, mean_absolute_error: 0.0055, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9727, predictive_accuracy: 0.9725, prior_entropy: 3.3219, recall: 0.9725, relative_absolute_error: 0.0306, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0742, root_relative_squared_error: 0.2472,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5786, f_measure: 0.1452, kappa: 0.1572, kb_relative_information_score: 413.5859, mean_absolute_error: 0.1517, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.715, predictive_accuracy: 0.2415, prior_entropy: 3.3219, recall: 0.2415, relative_absolute_error: 0.8428, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3895, root_relative_squared_error: 1.2983,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5469, f_measure: 0.1253, kappa: 0.0939, kb_relative_information_score: 294.3695, mean_absolute_error: 0.1631, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.7195, predictive_accuracy: 0.1845, prior_entropy: 3.3219, recall: 0.1845, relative_absolute_error: 0.9061, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4039, root_relative_squared_error: 1.3462,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9864, f_measure: 0.9755, kappa: 0.9728, kb_relative_information_score: 1948.7579, mean_absolute_error: 0.0049, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9756, predictive_accuracy: 0.9755, prior_entropy: 3.3219, recall: 0.9755, relative_absolute_error: 0.0272, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.07, root_relative_squared_error: 0.2333,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6153, f_measure: 0.3364, kappa: 0.2306, kb_relative_information_score: 551.6259, mean_absolute_error: 0.1385, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9126, predictive_accuracy: 0.3075, prior_entropy: 3.3219, recall: 0.3075, relative_absolute_error: 0.7694, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3722, root_relative_squared_error: 1.2405,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9864, f_measure: 0.9756, kappa: 0.9728, kb_relative_information_score: 1948.7579, mean_absolute_error: 0.0049, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9762, predictive_accuracy: 0.9755, prior_entropy: 3.3219, recall: 0.9755, relative_absolute_error: 0.0272, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.07, root_relative_squared_error: 0.2333,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9742, f_measure: 0.9539, kappa: 0.9483, kb_relative_information_score: 1902.7446, mean_absolute_error: 0.0093, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9558, predictive_accuracy: 0.9535, prior_entropy: 3.3219, recall: 0.9535, relative_absolute_error: 0.0517, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0964, root_relative_squared_error: 0.3215,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9903, f_measure: 0.9825, kappa: 0.9806, kb_relative_information_score: 1963.3985, mean_absolute_error: 0.0035, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9826, predictive_accuracy: 0.9825, prior_entropy: 3.3219, recall: 0.9825, relative_absolute_error: 0.0194, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0592, root_relative_squared_error: 0.1972,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9625, f_measure: 0.9325, kappa: 0.925, kb_relative_information_score: 1858.8227, mean_absolute_error: 0.0135, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9335, predictive_accuracy: 0.9325, prior_entropy: 3.3219, recall: 0.9325, relative_absolute_error: 0.075, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1162, root_relative_squared_error: 0.3873,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9856, f_measure: 0.974, kappa: 0.9711, kb_relative_information_score: 1945.6206, mean_absolute_error: 0.0052, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9741, predictive_accuracy: 0.974, prior_entropy: 3.3219, recall: 0.974, relative_absolute_error: 0.0289, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0721, root_relative_squared_error: 0.2404,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5089, f_measure: 0.0498, kappa: 0.0178, kb_relative_information_score: 151.1008, mean_absolute_error: 0.1768, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9102, predictive_accuracy: 0.116, prior_entropy: 3.3219, recall: 0.116, relative_absolute_error: 0.9822, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4205, root_relative_squared_error: 1.4016,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9578, f_measure: 0.924, kappa: 0.9156, kb_relative_information_score: 1841.0449, mean_absolute_error: 0.0152, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9252, predictive_accuracy: 0.924, prior_entropy: 3.3219, recall: 0.924, relative_absolute_error: 0.0844, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1233, root_relative_squared_error: 0.411,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5747, f_measure: 0.2347, kappa: 0.1494, kb_relative_information_score: 398.9453, mean_absolute_error: 0.1531, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9116, predictive_accuracy: 0.2345, prior_entropy: 3.3219, recall: 0.2345, relative_absolute_error: 0.8506, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3913, root_relative_squared_error: 1.3043,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9897, f_measure: 0.9815, kappa: 0.9794, kb_relative_information_score: 1961.307, mean_absolute_error: 0.0037, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9816, predictive_accuracy: 0.9815, prior_entropy: 3.3219, recall: 0.9815, relative_absolute_error: 0.0206, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0608, root_relative_squared_error: 0.2028,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5147, f_measure: 0.069, kappa: 0.0294, kb_relative_information_score: 173.0617, mean_absolute_error: 0.1747, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9103, predictive_accuracy: 0.1265, prior_entropy: 3.3219, recall: 0.1265, relative_absolute_error: 0.9706, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.418, root_relative_squared_error: 1.3932,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9861, f_measure: 0.975, kappa: 0.9722, kb_relative_information_score: 1947.7121, mean_absolute_error: 0.005, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9752, predictive_accuracy: 0.975, prior_entropy: 3.3219, recall: 0.975, relative_absolute_error: 0.0278, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0707, root_relative_squared_error: 0.2357,
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Run description file not present.
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5147, f_measure: 0.0691, kappa: 0.0294, kb_relative_information_score: 173.0617, mean_absolute_error: 0.1747, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9103, predictive_accuracy: 0.1265, prior_entropy: 3.3219, recall: 0.1265, relative_absolute_error: 0.9706, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.418, root_relative_squared_error: 1.3932,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9847, f_measure: 0.9725, kappa: 0.9694, kb_relative_information_score: 1942.4833, mean_absolute_error: 0.0055, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9727, predictive_accuracy: 0.9725, prior_entropy: 3.3219, recall: 0.9725, relative_absolute_error: 0.0306, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0742, root_relative_squared_error: 0.2472,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9847, f_measure: 0.9725, kappa: 0.9694, kb_relative_information_score: 1942.4833, mean_absolute_error: 0.0055, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9727, predictive_accuracy: 0.9725, prior_entropy: 3.3219, recall: 0.9725, relative_absolute_error: 0.0306, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0742, root_relative_squared_error: 0.2472,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9847, f_measure: 0.9725, kappa: 0.9694, kb_relative_information_score: 1942.4833, mean_absolute_error: 0.0055, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9727, predictive_accuracy: 0.9725, prior_entropy: 3.3219, recall: 0.9725, relative_absolute_error: 0.0306, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0742, root_relative_squared_error: 0.2472,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5786, f_measure: 0.1452, kappa: 0.1572, kb_relative_information_score: 413.5859, mean_absolute_error: 0.1517, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.715, predictive_accuracy: 0.2415, prior_entropy: 3.3219, recall: 0.2415, relative_absolute_error: 0.8428, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3895, root_relative_squared_error: 1.2983,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5828, f_measure: 0.1976, kappa: 0.1656, kb_relative_information_score: 429.2722, mean_absolute_error: 0.1502, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.7787, predictive_accuracy: 0.249, prior_entropy: 3.3219, recall: 0.249, relative_absolute_error: 0.8344, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3876, root_relative_squared_error: 1.2919,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9533, f_measure: 0.916, kappa: 0.9067, kb_relative_information_score: 1824.3127, mean_absolute_error: 0.0168, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9174, predictive_accuracy: 0.916, prior_entropy: 3.3219, recall: 0.916, relative_absolute_error: 0.0933, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1296, root_relative_squared_error: 0.432,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6417, f_measure: 0.3998, kappa: 0.2833, kb_relative_information_score: 650.9728, mean_absolute_error: 0.129, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9134, predictive_accuracy: 0.355, prior_entropy: 3.3219, recall: 0.355, relative_absolute_error: 0.7167, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3592, root_relative_squared_error: 1.1972,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9897, f_measure: 0.9816, kappa: 0.9794, kb_relative_information_score: 1961.307, mean_absolute_error: 0.0037, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9819, predictive_accuracy: 0.9815, prior_entropy: 3.3219, recall: 0.9815, relative_absolute_error: 0.0206, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0608, root_relative_squared_error: 0.2028,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8981, f_measure: 0.8487, kappa: 0.7961, kb_relative_information_score: 1616.207, mean_absolute_error: 0.0367, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9325, predictive_accuracy: 0.8165, prior_entropy: 3.3219, recall: 0.8165, relative_absolute_error: 0.2039, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1916, root_relative_squared_error: 0.6386,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9753, f_measure: 0.9556, kappa: 0.9506, kb_relative_information_score: 1906.9276, mean_absolute_error: 0.0089, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9561, predictive_accuracy: 0.9555, prior_entropy: 3.3219, recall: 0.9555, relative_absolute_error: 0.0494, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0943, root_relative_squared_error: 0.3145,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9594, f_measure: 0.9269, kappa: 0.9189, kb_relative_information_score: 1847.3194, mean_absolute_error: 0.0146, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9282, predictive_accuracy: 0.927, prior_entropy: 3.3219, recall: 0.927, relative_absolute_error: 0.0811, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1208, root_relative_squared_error: 0.4028,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9503, f_measure: 0.9209, kappa: 0.9006, kb_relative_information_score: 1812.8094, mean_absolute_error: 0.0179, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9489, predictive_accuracy: 0.9105, prior_entropy: 3.3219, recall: 0.9105, relative_absolute_error: 0.0994, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1338, root_relative_squared_error: 0.446,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5064, f_measure: 0.0411, kappa: 0.0128, kb_relative_information_score: 141.6889, mean_absolute_error: 0.1777, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9101, predictive_accuracy: 0.1115, prior_entropy: 3.3219, recall: 0.1115, relative_absolute_error: 0.9872, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4215, root_relative_squared_error: 1.4051,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9786, f_measure: 0.9616, kappa: 0.9572, kb_relative_information_score: 1919.4767, mean_absolute_error: 0.0077, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9621, predictive_accuracy: 0.9615, prior_entropy: 3.3219, recall: 0.9615, relative_absolute_error: 0.0428, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0877, root_relative_squared_error: 0.2925,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9881, f_measure: 0.9787, kappa: 0.9761, kb_relative_information_score: 1955.0324, mean_absolute_error: 0.0043, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9794, predictive_accuracy: 0.9785, prior_entropy: 3.3219, recall: 0.9785, relative_absolute_error: 0.0239, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0656, root_relative_squared_error: 0.2186,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5297, f_measure: 0.1141, kappa: 0.0594, kb_relative_information_score: 229.5326, mean_absolute_error: 0.1693, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9106, predictive_accuracy: 0.1535, prior_entropy: 3.3219, recall: 0.1535, relative_absolute_error: 0.9406, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4115, root_relative_squared_error: 1.3715,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5786, f_measure: 0.1452, kappa: 0.1572, kb_relative_information_score: 413.5859, mean_absolute_error: 0.1517, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.715, predictive_accuracy: 0.2415, prior_entropy: 3.3219, recall: 0.2415, relative_absolute_error: 0.8428, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3895, root_relative_squared_error: 1.2983,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5261, f_measure: 0.1034, kappa: 0.0522, kb_relative_information_score: 215.9377, mean_absolute_error: 0.1706, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9105, predictive_accuracy: 0.147, prior_entropy: 3.3219, recall: 0.147, relative_absolute_error: 0.9478, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.413, root_relative_squared_error: 1.3768,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.965, f_measure: 0.937, kappa: 0.93, kb_relative_information_score: 1868.2346, mean_absolute_error: 0.0126, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9382, predictive_accuracy: 0.937, prior_entropy: 3.3219, recall: 0.937, relative_absolute_error: 0.07, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1122, root_relative_squared_error: 0.3742,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.99, f_measure: 0.982, kappa: 0.98, kb_relative_information_score: 1962.3527, mean_absolute_error: 0.0036, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9821, predictive_accuracy: 0.982, prior_entropy: 3.3219, recall: 0.982, relative_absolute_error: 0.02, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.06, root_relative_squared_error: 0.2,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9875, f_measure: 0.9775, kappa: 0.975, kb_relative_information_score: 1952.9409, mean_absolute_error: 0.0045, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9777, predictive_accuracy: 0.9775, prior_entropy: 3.3219, recall: 0.9775, relative_absolute_error: 0.025, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0671, root_relative_squared_error: 0.2236,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9872, f_measure: 0.9773, kappa: 0.9744, kb_relative_information_score: 1951.8952, mean_absolute_error: 0.0046, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9782, predictive_accuracy: 0.977, prior_entropy: 3.3219, recall: 0.977, relative_absolute_error: 0.0256, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0678, root_relative_squared_error: 0.2261,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5156, f_measure: 0.0621, kappa: 0.0311, kb_relative_information_score: 176.1989, mean_absolute_error: 0.1744, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.8402, predictive_accuracy: 0.128, prior_entropy: 3.3219, recall: 0.128, relative_absolute_error: 0.9689, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4176, root_relative_squared_error: 1.392,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9886, f_measure: 0.9797, kappa: 0.9772, kb_relative_information_score: 1957.1239, mean_absolute_error: 0.0041, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9802, predictive_accuracy: 0.9795, prior_entropy: 3.3219, recall: 0.9795, relative_absolute_error: 0.0228, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.064, root_relative_squared_error: 0.2134,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9533, f_measure: 0.916, kappa: 0.9067, kb_relative_information_score: 1824.3127, mean_absolute_error: 0.0168, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9175, predictive_accuracy: 0.916, prior_entropy: 3.3219, recall: 0.916, relative_absolute_error: 0.0933, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1296, root_relative_squared_error: 0.432,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9539, f_measure: 0.9261, kappa: 0.9078, kb_relative_information_score: 1826.4043, mean_absolute_error: 0.0166, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9509, predictive_accuracy: 0.917, prior_entropy: 3.3219, recall: 0.917, relative_absolute_error: 0.0922, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1288, root_relative_squared_error: 0.4295,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5094, f_measure: 0.0518, kappa: 0.0189, kb_relative_information_score: 153.1923, mean_absolute_error: 0.1766, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9102, predictive_accuracy: 0.117, prior_entropy: 3.3219, recall: 0.117, relative_absolute_error: 0.9811, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4202, root_relative_squared_error: 1.4008,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9897, f_measure: 0.9816, kappa: 0.9794, kb_relative_information_score: 1961.307, mean_absolute_error: 0.0037, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9819, predictive_accuracy: 0.9815, prior_entropy: 3.3219, recall: 0.9815, relative_absolute_error: 0.0206, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0608, root_relative_squared_error: 0.2028,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9856, f_measure: 0.9745, kappa: 0.9711, kb_relative_information_score: 1945.6206, mean_absolute_error: 0.0052, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9761, predictive_accuracy: 0.974, prior_entropy: 3.3219, recall: 0.974, relative_absolute_error: 0.0289, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0721, root_relative_squared_error: 0.2404,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5403, f_measure: 0.1448, kappa: 0.0806, kb_relative_information_score: 269.2714, mean_absolute_error: 0.1655, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9108, predictive_accuracy: 0.1725, prior_entropy: 3.3219, recall: 0.1725, relative_absolute_error: 0.9194, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4068, root_relative_squared_error: 1.3561,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6883, f_measure: 0.3942, kappa: 0.3767, kb_relative_information_score: 826.6601, mean_absolute_error: 0.1122, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.7981, predictive_accuracy: 0.439, prior_entropy: 3.3219, recall: 0.439, relative_absolute_error: 0.6233, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.335, root_relative_squared_error: 1.1165,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9872, f_measure: 0.977, kappa: 0.9744, kb_relative_information_score: 1951.8952, mean_absolute_error: 0.0046, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9772, predictive_accuracy: 0.977, prior_entropy: 3.3219, recall: 0.977, relative_absolute_error: 0.0256, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0678, root_relative_squared_error: 0.2261,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5197, f_measure: 0.0848, kappa: 0.0394, kb_relative_information_score: 191.8853, mean_absolute_error: 0.1729, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9104, predictive_accuracy: 0.1355, prior_entropy: 3.3219, recall: 0.1355, relative_absolute_error: 0.9606, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4158, root_relative_squared_error: 1.386,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5828, f_measure: 0.1978, kappa: 0.1656, kb_relative_information_score: 429.2722, mean_absolute_error: 0.1502, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.7791, predictive_accuracy: 0.249, prior_entropy: 3.3219, recall: 0.249, relative_absolute_error: 0.8344, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3876, root_relative_squared_error: 1.2919,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9897, f_measure: 0.9815, kappa: 0.9794, kb_relative_information_score: 1961.307, mean_absolute_error: 0.0037, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9816, predictive_accuracy: 0.9815, prior_entropy: 3.3219, recall: 0.9815, relative_absolute_error: 0.0206, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0608, root_relative_squared_error: 0.2028,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9542, f_measure: 0.9175, kappa: 0.9083, kb_relative_information_score: 1827.45, mean_absolute_error: 0.0165, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9189, predictive_accuracy: 0.9175, prior_entropy: 3.3219, recall: 0.9175, relative_absolute_error: 0.0917, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1285, root_relative_squared_error: 0.4282,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9886, f_measure: 0.9797, kappa: 0.9772, kb_relative_information_score: 1957.1239, mean_absolute_error: 0.0041, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9802, predictive_accuracy: 0.9795, prior_entropy: 3.3219, recall: 0.9795, relative_absolute_error: 0.0228, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.064, root_relative_squared_error: 0.2134,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9542, f_measure: 0.9175, kappa: 0.9083, kb_relative_information_score: 1827.45, mean_absolute_error: 0.0165, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9189, predictive_accuracy: 0.9175, prior_entropy: 3.3219, recall: 0.9175, relative_absolute_error: 0.0917, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1285, root_relative_squared_error: 0.4282,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5069, f_measure: 0.043, kappa: 0.0139, kb_relative_information_score: 143.7805, mean_absolute_error: 0.1775, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9101, predictive_accuracy: 0.1125, prior_entropy: 3.3219, recall: 0.1125, relative_absolute_error: 0.9861, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4213, root_relative_squared_error: 1.4044,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5186, f_measure: 0.081, kappa: 0.0372, kb_relative_information_score: 187.7023, mean_absolute_error: 0.1733, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9103, predictive_accuracy: 0.1335, prior_entropy: 3.3219, recall: 0.1335, relative_absolute_error: 0.9628, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4163, root_relative_squared_error: 1.3876,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9853, f_measure: 0.9735, kappa: 0.9706, kb_relative_information_score: 1944.5749, mean_absolute_error: 0.0053, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9737, predictive_accuracy: 0.9735, prior_entropy: 3.3219, recall: 0.9735, relative_absolute_error: 0.0294, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0728, root_relative_squared_error: 0.2427,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5167, f_measure: 0.0751, kappa: 0.0333, kb_relative_information_score: 180.382, mean_absolute_error: 0.174, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9103, predictive_accuracy: 0.13, prior_entropy: 3.3219, recall: 0.13, relative_absolute_error: 0.9667, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4171, root_relative_squared_error: 1.3904,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9839, f_measure: 0.9712, kappa: 0.9678, kb_relative_information_score: 1939.3461, mean_absolute_error: 0.0058, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9718, predictive_accuracy: 0.971, prior_entropy: 3.3219, recall: 0.971, relative_absolute_error: 0.0322, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0762, root_relative_squared_error: 0.2539,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9744, f_measure: 0.9567, kappa: 0.9489, kb_relative_information_score: 1903.7903, mean_absolute_error: 0.0092, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9648, predictive_accuracy: 0.954, prior_entropy: 3.3219, recall: 0.954, relative_absolute_error: 0.0511, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0959, root_relative_squared_error: 0.3197,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5786, f_measure: 0.1452, kappa: 0.1572, kb_relative_information_score: 413.5859, mean_absolute_error: 0.1517, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.715, predictive_accuracy: 0.2415, prior_entropy: 3.3219, recall: 0.2415, relative_absolute_error: 0.8428, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3895, root_relative_squared_error: 1.2983,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5161, f_measure: 0.0734, kappa: 0.0322, kb_relative_information_score: 178.2905, mean_absolute_error: 0.1742, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9103, predictive_accuracy: 0.129, prior_entropy: 3.3219, recall: 0.129, relative_absolute_error: 0.9678, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4174, root_relative_squared_error: 1.3912,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9053, f_measure: 0.843, kappa: 0.8106, kb_relative_information_score: 1643.3967, mean_absolute_error: 0.0341, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9033, predictive_accuracy: 0.8295, prior_entropy: 3.3219, recall: 0.8295, relative_absolute_error: 0.1894, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1847, root_relative_squared_error: 0.6155,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9533, f_measure: 0.916, kappa: 0.9067, kb_relative_information_score: 1824.3127, mean_absolute_error: 0.0168, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9175, predictive_accuracy: 0.916, prior_entropy: 3.3219, recall: 0.916, relative_absolute_error: 0.0933, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1296, root_relative_squared_error: 0.432,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6697, f_measure: 0.4023, kappa: 0.3394, kb_relative_information_score: 756.5943, mean_absolute_error: 0.1189, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.8266, predictive_accuracy: 0.4055, prior_entropy: 3.3219, recall: 0.4055, relative_absolute_error: 0.6606, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3448, root_relative_squared_error: 1.1494,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9544, f_measure: 0.918, kappa: 0.9089, kb_relative_information_score: 1828.4958, mean_absolute_error: 0.0164, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9194, predictive_accuracy: 0.918, prior_entropy: 3.3219, recall: 0.918, relative_absolute_error: 0.0911, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1281, root_relative_squared_error: 0.4269,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9903, f_measure: 0.9825, kappa: 0.9806, kb_relative_information_score: 1963.3985, mean_absolute_error: 0.0035, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9826, predictive_accuracy: 0.9825, prior_entropy: 3.3219, recall: 0.9825, relative_absolute_error: 0.0194, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0592, root_relative_squared_error: 0.1972,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5786, f_measure: 0.1452, kappa: 0.1572, kb_relative_information_score: 413.5859, mean_absolute_error: 0.1517, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.715, predictive_accuracy: 0.2415, prior_entropy: 3.3219, recall: 0.2415, relative_absolute_error: 0.8428, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3895, root_relative_squared_error: 1.2983,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8792, f_measure: 0.8215, kappa: 0.7583, kb_relative_information_score: 1545.0955, mean_absolute_error: 0.0435, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9266, predictive_accuracy: 0.7825, prior_entropy: 3.3219, recall: 0.7825, relative_absolute_error: 0.2417, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2086, root_relative_squared_error: 0.6952,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9889, f_measure: 0.98, kappa: 0.9778, kb_relative_information_score: 1958.1697, mean_absolute_error: 0.004, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9801, predictive_accuracy: 0.98, prior_entropy: 3.3219, recall: 0.98, relative_absolute_error: 0.0222, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0632, root_relative_squared_error: 0.2108,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9867, f_measure: 0.976, kappa: 0.9733, kb_relative_information_score: 1949.8036, mean_absolute_error: 0.0048, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9762, predictive_accuracy: 0.976, prior_entropy: 3.3219, recall: 0.976, relative_absolute_error: 0.0267, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0693, root_relative_squared_error: 0.2309,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9533, f_measure: 0.916, kappa: 0.9067, kb_relative_information_score: 1824.3127, mean_absolute_error: 0.0168, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9175, predictive_accuracy: 0.916, prior_entropy: 3.3219, recall: 0.916, relative_absolute_error: 0.0933, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1296, root_relative_squared_error: 0.432,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9892, f_measure: 0.9806, kappa: 0.9783, kb_relative_information_score: 1959.2155, mean_absolute_error: 0.0039, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9811, predictive_accuracy: 0.9805, prior_entropy: 3.3219, recall: 0.9805, relative_absolute_error: 0.0217, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0624, root_relative_squared_error: 0.2082,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5789, f_measure: 0.1648, kappa: 0.1578, kb_relative_information_score: 414.6316, mean_absolute_error: 0.1516, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.7405, predictive_accuracy: 0.242, prior_entropy: 3.3219, recall: 0.242, relative_absolute_error: 0.8422, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3894, root_relative_squared_error: 1.2979,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5156, f_measure: 0.0626, kappa: 0.0311, kb_relative_information_score: 176.1989, mean_absolute_error: 0.1744, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.8421, predictive_accuracy: 0.128, prior_entropy: 3.3219, recall: 0.128, relative_absolute_error: 0.9689, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4176, root_relative_squared_error: 1.392,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7597, f_measure: 0.6426, kappa: 0.5194, kb_relative_information_score: 1095.4198, mean_absolute_error: 0.0865, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9155, predictive_accuracy: 0.5675, prior_entropy: 3.3219, recall: 0.5675, relative_absolute_error: 0.4806, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2941, root_relative_squared_error: 0.9804,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5067, f_measure: 0.042, kappa: 0.0133, kb_relative_information_score: 142.7347, mean_absolute_error: 0.1776, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9101, predictive_accuracy: 0.112, prior_entropy: 3.3219, recall: 0.112, relative_absolute_error: 0.9867, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4214, root_relative_squared_error: 1.4048,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5667, f_measure: 0.2138, kappa: 0.1333, kb_relative_information_score: 368.6183, mean_absolute_error: 0.156, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9114, predictive_accuracy: 0.22, prior_entropy: 3.3219, recall: 0.22, relative_absolute_error: 0.8667, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.395, root_relative_squared_error: 1.3166,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9892, f_measure: 0.9805, kappa: 0.9783, kb_relative_information_score: 1959.2155, mean_absolute_error: 0.0039, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9806, predictive_accuracy: 0.9805, prior_entropy: 3.3219, recall: 0.9805, relative_absolute_error: 0.0217, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0624, root_relative_squared_error: 0.2082,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5203, f_measure: 0.0879, kappa: 0.0406, kb_relative_information_score: 193.9768, mean_absolute_error: 0.1727, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9104, predictive_accuracy: 0.1365, prior_entropy: 3.3219, recall: 0.1365, relative_absolute_error: 0.9594, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4156, root_relative_squared_error: 1.3852,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5736, f_measure: 0.1456, kappa: 0.1472, kb_relative_information_score: 394.7623, mean_absolute_error: 0.1535, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.7238, predictive_accuracy: 0.2325, prior_entropy: 3.3219, recall: 0.2325, relative_absolute_error: 0.8528, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3918, root_relative_squared_error: 1.306,

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