OpenML
Supervised Classification on car

Supervised Classification on car

Task 21 Supervised Classification car 12568 runs submitted
1 likes downloaded by 1 people , 1 total downloads 0 issues
Visibility: Public
  • at2 basic OpenML100 study_1 study_107 study_123 study_14 study_41 study_50 study_7 study_70 study_73 under100k under1m
Issue #Downvotes for this reason By


Metric:

12568 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: 0.9918, f_measure: 0.9497, kappa: 0.8903, kb_relative_information_score: 1560.0573, mean_absolute_error: 0.0248, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9499, predictive_accuracy: 0.9497, prior_entropy: 1.2099, recall: 0.9497, relative_absolute_error: 0.1083, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1255, root_relative_squared_error: 0.3712,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9927, kappa: 0.6766, kb_relative_information_score: 852.5053, mean_absolute_error: 0.1432, mean_prior_absolute_error: 0.229, number_of_instances: 1728, predictive_accuracy: 0.8663, prior_entropy: 1.2099, recall: 0.8663, relative_absolute_error: 0.6255, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.2318, root_relative_squared_error: 0.6856,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9912, f_measure: 0.8994, kappa: 0.8126, kb_relative_information_score: 1045.1718, mean_absolute_error: 0.1145, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9277, predictive_accuracy: 0.9155, prior_entropy: 1.2099, recall: 0.9155, relative_absolute_error: 0.5002, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.2048, root_relative_squared_error: 0.6057,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9924, f_measure: 0.9618, kappa: 0.9168, kb_relative_information_score: 1601.2115, mean_absolute_error: 0.018, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9619, predictive_accuracy: 0.9618, prior_entropy: 1.2099, recall: 0.9618, relative_absolute_error: 0.0787, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1114, root_relative_squared_error: 0.3295,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.989, f_measure: 0.9274, kappa: 0.8424, kb_relative_information_score: 1436.1693, mean_absolute_error: 0.047, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9294, predictive_accuracy: 0.9265, prior_entropy: 1.2099, recall: 0.9265, relative_absolute_error: 0.2052, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1577, root_relative_squared_error: 0.4665,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9918, f_measure: 0.9082, kappa: 0.826, kb_relative_information_score: 1168.712, mean_absolute_error: 0.0947, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9227, predictive_accuracy: 0.9201, prior_entropy: 1.2099, recall: 0.9201, relative_absolute_error: 0.4136, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1886, root_relative_squared_error: 0.5577,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9954, f_measure: 0.9551, kappa: 0.9029, kb_relative_information_score: 1366.4463, mean_absolute_error: 0.0643, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9578, predictive_accuracy: 0.9543, prior_entropy: 1.2099, recall: 0.9543, relative_absolute_error: 0.2808, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1499, root_relative_squared_error: 0.4432,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9885, f_measure: 0.9028, kappa: 0.8208, kb_relative_information_score: 1175.6728, mean_absolute_error: 0.0918, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9336, predictive_accuracy: 0.9172, prior_entropy: 1.2099, recall: 0.9172, relative_absolute_error: 0.401, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1912, root_relative_squared_error: 0.5656,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9959, f_measure: 0.9649, kappa: 0.9236, kb_relative_information_score: 1500.7113, mean_absolute_error: 0.0396, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9669, predictive_accuracy: 0.9641, prior_entropy: 1.2099, recall: 0.9641, relative_absolute_error: 0.1731, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1234, root_relative_squared_error: 0.365,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9981, f_measure: 0.9597, kappa: 0.9125, kb_relative_information_score: 1435.5817, mean_absolute_error: 0.0525, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9619, predictive_accuracy: 0.9589, prior_entropy: 1.2099, recall: 0.9589, relative_absolute_error: 0.2292, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.132, root_relative_squared_error: 0.3905,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5768, kb_relative_information_score: -434.0606, mean_absolute_error: 0.2846, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.4903, predictive_accuracy: 0.7002, prior_entropy: 1.2099, recall: 0.7002, relative_absolute_error: 1.2428, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.363, root_relative_squared_error: 1.0737,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5768, kb_relative_information_score: -434.0606, mean_absolute_error: 0.2846, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.4903, predictive_accuracy: 0.7002, prior_entropy: 1.2099, recall: 0.7002, relative_absolute_error: 1.2428, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.363, root_relative_squared_error: 1.0737,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8703, f_measure: 0.5768, kb_relative_information_score: -268.1323, mean_absolute_error: 0.2752, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.4903, predictive_accuracy: 0.7002, prior_entropy: 1.2099, recall: 0.7002, relative_absolute_error: 1.2017, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.3344, root_relative_squared_error: 0.989,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9891, f_measure: 0.923, kappa: 0.8316, kb_relative_information_score: 1454.6944, mean_absolute_error: 0.0431, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9236, predictive_accuracy: 0.9225, prior_entropy: 1.2099, recall: 0.9225, relative_absolute_error: 0.1883, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1537, root_relative_squared_error: 0.4547,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.991, f_measure: 0.9374, kappa: 0.8631, kb_relative_information_score: 1479.1048, mean_absolute_error: 0.0392, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9406, predictive_accuracy: 0.9358, prior_entropy: 1.2099, recall: 0.9358, relative_absolute_error: 0.1712, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.147, root_relative_squared_error: 0.4348,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9887, f_measure: 0.937, kappa: 0.8628, kb_relative_information_score: 1483.5645, mean_absolute_error: 0.0383, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9375, predictive_accuracy: 0.9369, prior_entropy: 1.2099, recall: 0.9369, relative_absolute_error: 0.1672, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1475, root_relative_squared_error: 0.4362,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9927, f_measure: 0.945, kappa: 0.8821, kb_relative_information_score: 1335.3325, mean_absolute_error: 0.0686, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9494, predictive_accuracy: 0.9444, prior_entropy: 1.2099, recall: 0.9444, relative_absolute_error: 0.2998, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1601, root_relative_squared_error: 0.4734,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9915, f_measure: 0.9376, kappa: 0.8629, kb_relative_information_score: 1482.4233, mean_absolute_error: 0.0385, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9405, predictive_accuracy: 0.9358, prior_entropy: 1.2099, recall: 0.9358, relative_absolute_error: 0.1683, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1453, root_relative_squared_error: 0.4298,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9929, f_measure: 0.9523, kappa: 0.8967, kb_relative_information_score: 1465.74, mean_absolute_error: 0.0441, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9549, predictive_accuracy: 0.9514, prior_entropy: 1.2099, recall: 0.9514, relative_absolute_error: 0.1924, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1396, root_relative_squared_error: 0.4129,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9892, f_measure: 0.9043, kappa: 0.8218, kb_relative_information_score: 1241.7987, mean_absolute_error: 0.0824, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9248, predictive_accuracy: 0.9167, prior_entropy: 1.2099, recall: 0.9167, relative_absolute_error: 0.3599, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1804, root_relative_squared_error: 0.5335,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9935, f_measure: 0.9575, kappa: 0.908, kb_relative_information_score: 1446.608, mean_absolute_error: 0.0486, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9602, predictive_accuracy: 0.9566, prior_entropy: 1.2099, recall: 0.9566, relative_absolute_error: 0.212, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1396, root_relative_squared_error: 0.4128,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.989, f_measure: 0.9274, kappa: 0.8424, kb_relative_information_score: 1436.1693, mean_absolute_error: 0.047, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9294, predictive_accuracy: 0.9265, prior_entropy: 1.2099, recall: 0.9265, relative_absolute_error: 0.2052, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1577, root_relative_squared_error: 0.4665,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9934, f_measure: 0.9548, kappa: 0.9013, kb_relative_information_score: 1546.7606, mean_absolute_error: 0.0279, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9558, predictive_accuracy: 0.9543, prior_entropy: 1.2099, recall: 0.9543, relative_absolute_error: 0.1216, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1265, root_relative_squared_error: 0.3742,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9684, f_measure: 0.8911, kappa: 0.761, kb_relative_information_score: 1249.7734, mean_absolute_error: 0.077, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.8911, predictive_accuracy: 0.8912, prior_entropy: 1.2099, recall: 0.8912, relative_absolute_error: 0.3364, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1977, root_relative_squared_error: 0.5848,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.9687, kappa: 0.9319, kb_relative_information_score: 1543.2728, mean_absolute_error: 0.0324, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9702, predictive_accuracy: 0.9682, prior_entropy: 1.2099, recall: 0.9682, relative_absolute_error: 0.1417, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1056, root_relative_squared_error: 0.3124,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9936, f_measure: 0.9377, kappa: 0.8744, kb_relative_information_score: 1243.9428, mean_absolute_error: 0.0848, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.945, predictive_accuracy: 0.9416, prior_entropy: 1.2099, recall: 0.9416, relative_absolute_error: 0.3701, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1735, root_relative_squared_error: 0.5132,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9895, f_measure: 0.927, kappa: 0.84, kb_relative_information_score: 1461.4054, mean_absolute_error: 0.0414, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9278, predictive_accuracy: 0.9265, prior_entropy: 1.2099, recall: 0.9265, relative_absolute_error: 0.1808, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1523, root_relative_squared_error: 0.4504,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.989, f_measure: 0.9274, kappa: 0.8424, kb_relative_information_score: 1436.1693, mean_absolute_error: 0.047, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9294, predictive_accuracy: 0.9265, prior_entropy: 1.2099, recall: 0.9265, relative_absolute_error: 0.2052, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1577, root_relative_squared_error: 0.4665,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9943, f_measure: 0.9566, kappa: 0.9051, kb_relative_information_score: 1565.0593, mean_absolute_error: 0.0245, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9576, predictive_accuracy: 0.956, prior_entropy: 1.2099, recall: 0.956, relative_absolute_error: 0.1069, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1208, root_relative_squared_error: 0.3573,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9936, kappa: 0.735, kb_relative_information_score: 908.695, mean_absolute_error: 0.1363, mean_prior_absolute_error: 0.229, number_of_instances: 1728, predictive_accuracy: 0.8877, prior_entropy: 1.2099, recall: 0.8877, relative_absolute_error: 0.5954, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.2233, root_relative_squared_error: 0.6605,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9933, f_measure: 0.9508, kappa: 0.8927, kb_relative_information_score: 1535.8473, mean_absolute_error: 0.0297, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9518, predictive_accuracy: 0.9502, prior_entropy: 1.2099, recall: 0.9502, relative_absolute_error: 0.1296, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1293, root_relative_squared_error: 0.3823,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9949, kappa: 0.7526, kb_relative_information_score: 934.669, mean_absolute_error: 0.1336, mean_prior_absolute_error: 0.229, number_of_instances: 1728, predictive_accuracy: 0.8947, prior_entropy: 1.2099, recall: 0.8947, relative_absolute_error: 0.5835, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.2193, root_relative_squared_error: 0.6486,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9877, kappa: 0.8074, kb_relative_information_score: 1130.5795, mean_absolute_error: 0.0982, mean_prior_absolute_error: 0.229, number_of_instances: 1728, predictive_accuracy: 0.9115, prior_entropy: 1.2099, recall: 0.9115, relative_absolute_error: 0.4287, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1987, root_relative_squared_error: 0.5877,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9868, f_measure: 0.9134, kappa: 0.8138, kb_relative_information_score: 1399.2234, mean_absolute_error: 0.0526, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9161, predictive_accuracy: 0.9132, prior_entropy: 1.2099, recall: 0.9132, relative_absolute_error: 0.2299, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1668, root_relative_squared_error: 0.4932,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9899, f_measure: 0.9102, kappa: 0.8274, kb_relative_information_score: 1213.6061, mean_absolute_error: 0.0867, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9271, predictive_accuracy: 0.9196, prior_entropy: 1.2099, recall: 0.9196, relative_absolute_error: 0.3787, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1842, root_relative_squared_error: 0.5447,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9929, f_measure: 0.9421, kappa: 0.8781, kb_relative_information_score: 1334.3826, mean_absolute_error: 0.0685, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.947, predictive_accuracy: 0.9427, prior_entropy: 1.2099, recall: 0.9427, relative_absolute_error: 0.2993, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1607, root_relative_squared_error: 0.4753,
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: 0.9955, f_measure: 0.9459, kappa: 0.8861, kb_relative_information_score: 1321.7326, mean_absolute_error: 0.0716, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9499, predictive_accuracy: 0.9468, prior_entropy: 1.2099, recall: 0.9468, relative_absolute_error: 0.3127, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1587, root_relative_squared_error: 0.4694,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9858, f_measure: 0.9125, kappa: 0.8089, kb_relative_information_score: 1384.7076, mean_absolute_error: 0.0561, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9149, predictive_accuracy: 0.9109, prior_entropy: 1.2099, recall: 0.9109, relative_absolute_error: 0.245, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1702, root_relative_squared_error: 0.5035,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9926, kappa: 0.766, kb_relative_information_score: 932.8021, mean_absolute_error: 0.1317, mean_prior_absolute_error: 0.229, number_of_instances: 1728, predictive_accuracy: 0.8987, prior_entropy: 1.2099, recall: 0.8987, relative_absolute_error: 0.5751, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.2198, root_relative_squared_error: 0.6502,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9894, f_measure: 0.9314, kappa: 0.8507, kb_relative_information_score: 1457.4766, mean_absolute_error: 0.043, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.933, predictive_accuracy: 0.9306, prior_entropy: 1.2099, recall: 0.9306, relative_absolute_error: 0.1876, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1529, root_relative_squared_error: 0.4521,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9972, f_measure: 0.9638, kappa: 0.9212, kb_relative_information_score: 1511.3183, mean_absolute_error: 0.0375, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.966, predictive_accuracy: 0.963, prior_entropy: 1.2099, recall: 0.963, relative_absolute_error: 0.164, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1197, root_relative_squared_error: 0.354,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.985, f_measure: 0.9112, kappa: 0.8083, kb_relative_information_score: 1379.9371, mean_absolute_error: 0.0551, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9133, predictive_accuracy: 0.9109, prior_entropy: 1.2099, recall: 0.9109, relative_absolute_error: 0.2406, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1715, root_relative_squared_error: 0.5072,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9815, f_measure: 0.8968, kappa: 0.7767, kb_relative_information_score: 1303.8716, mean_absolute_error: 0.069, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.899, predictive_accuracy: 0.8958, prior_entropy: 1.2099, recall: 0.8958, relative_absolute_error: 0.3014, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1837, root_relative_squared_error: 0.5433,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9912, f_measure: 0.9369, kappa: 0.862, kb_relative_information_score: 1481.1821, mean_absolute_error: 0.0389, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9401, predictive_accuracy: 0.9352, prior_entropy: 1.2099, recall: 0.9352, relative_absolute_error: 0.1699, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1464, root_relative_squared_error: 0.4331,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.989, f_measure: 0.9401, kappa: 0.8693, kb_relative_information_score: 1493.9339, mean_absolute_error: 0.0369, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9405, predictive_accuracy: 0.9398, prior_entropy: 1.2099, recall: 0.9398, relative_absolute_error: 0.1613, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.144, root_relative_squared_error: 0.4258,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.9832, kappa: 0.9635, kb_relative_information_score: -775.3126, mean_absolute_error: 0.3509, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9834, predictive_accuracy: 0.9832, prior_entropy: 1.2099, recall: 0.9832, relative_absolute_error: 1.5325, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.4053, root_relative_squared_error: 1.1987,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9971, f_measure: 0.9695, kappa: 0.9338, kb_relative_information_score: 1584.8287, mean_absolute_error: 0.015, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9694, predictive_accuracy: 0.9699, prior_entropy: 1.2099, recall: 0.9699, relative_absolute_error: 0.0656, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1149, root_relative_squared_error: 0.3399,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9264, f_measure: 0.793, kappa: 0.591, kb_relative_information_score: 391.2823, mean_absolute_error: 0.2096, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.8506, predictive_accuracy: 0.7772, prior_entropy: 1.2099, recall: 0.7772, relative_absolute_error: 0.9154, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.2962, root_relative_squared_error: 0.876,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9844, f_measure: 0.8964, kappa: 0.772, kb_relative_information_score: 1340.1152, mean_absolute_error: 0.062, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.8959, predictive_accuracy: 0.8999, prior_entropy: 1.2099, recall: 0.8999, relative_absolute_error: 0.2708, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1736, root_relative_squared_error: 0.5133,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9735, f_measure: 0.8536, kappa: 0.6829, kb_relative_information_score: -912.9826, mean_absolute_error: 0.3667, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.8636, predictive_accuracy: 0.8669, prior_entropy: 1.2099, recall: 0.8669, relative_absolute_error: 1.6013, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.4234, root_relative_squared_error: 1.2524,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9888, f_measure: 0.9372, kappa: 0.863, kb_relative_information_score: 1480.9577, mean_absolute_error: 0.0386, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9378, predictive_accuracy: 0.9369, prior_entropy: 1.2099, recall: 0.9369, relative_absolute_error: 0.1684, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1472, root_relative_squared_error: 0.4353,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9977, f_measure: 0.9768, kappa: 0.9492, kb_relative_information_score: -781.4146, mean_absolute_error: 0.3513, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9768, predictive_accuracy: 0.9769, prior_entropy: 1.2099, recall: 0.9769, relative_absolute_error: 1.5344, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.4058, root_relative_squared_error: 1.2002,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9968, f_measure: 0.9651, kappa: 0.924, kb_relative_information_score: 1562.9969, mean_absolute_error: 0.0176, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.965, predictive_accuracy: 0.9653, prior_entropy: 1.2099, recall: 0.9653, relative_absolute_error: 0.0768, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1294, root_relative_squared_error: 0.3827,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9984, f_measure: 0.9736, kappa: 0.943, kb_relative_information_score: 1594.2945, mean_absolute_error: 0.0131, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9739, predictive_accuracy: 0.974, prior_entropy: 1.2099, recall: 0.974, relative_absolute_error: 0.0573, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.11, root_relative_squared_error: 0.3254,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9682, f_measure: 0.8754, kappa: 0.7426, kb_relative_information_score: 854.374, mean_absolute_error: 0.1484, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9051, predictive_accuracy: 0.8675, prior_entropy: 1.2099, recall: 0.8675, relative_absolute_error: 0.6483, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.2375, root_relative_squared_error: 0.7025,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9758, f_measure: 0.9194, kappa: 0.8273, kb_relative_information_score: 1343.3742, mean_absolute_error: 0.0644, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.933, predictive_accuracy: 0.9149, prior_entropy: 1.2099, recall: 0.9149, relative_absolute_error: 0.2812, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1873, root_relative_squared_error: 0.5539,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9891, f_measure: 0.9363, kappa: 0.8608, kb_relative_information_score: 1481.3026, mean_absolute_error: 0.0387, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9369, predictive_accuracy: 0.9358, prior_entropy: 1.2099, recall: 0.9358, relative_absolute_error: 0.1689, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1473, root_relative_squared_error: 0.4356,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9747, f_measure: 0.9169, kappa: 0.8203, kb_relative_information_score: 1413.003, mean_absolute_error: 0.0453, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9183, predictive_accuracy: 0.9167, prior_entropy: 1.2099, recall: 0.9167, relative_absolute_error: 0.1978, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1747, root_relative_squared_error: 0.5165,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9856, f_measure: 0.9132, kappa: 0.8101, kb_relative_information_score: 1389.6347, mean_absolute_error: 0.0555, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9158, predictive_accuracy: 0.9115, prior_entropy: 1.2099, recall: 0.9115, relative_absolute_error: 0.2422, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1694, root_relative_squared_error: 0.5009,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9896, f_measure: 0.9277, kappa: 0.8415, kb_relative_information_score: 1462.7979, mean_absolute_error: 0.0412, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9285, predictive_accuracy: 0.9271, prior_entropy: 1.2099, recall: 0.9271, relative_absolute_error: 0.1799, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.152, root_relative_squared_error: 0.4497,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9838, kappa: 0.9649, kb_relative_information_score: 1650.4803, mean_absolute_error: 0.0094, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9842, predictive_accuracy: 0.9838, prior_entropy: 1.2099, recall: 0.9838, relative_absolute_error: 0.0411, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.0817, root_relative_squared_error: 0.2416,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9988, f_measure: 0.9867, kappa: 0.9709, kb_relative_information_score: -818.6533, mean_absolute_error: 0.3558, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9867, predictive_accuracy: 0.9867, prior_entropy: 1.2099, recall: 0.9867, relative_absolute_error: 1.5537, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.4109, root_relative_squared_error: 1.2154,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9702, kappa: 0.7471, kb_relative_information_score: -851.1558, mean_absolute_error: 0.3566, mean_prior_absolute_error: 0.229, number_of_instances: 1728, predictive_accuracy: 0.8866, prior_entropy: 1.2099, recall: 0.8866, relative_absolute_error: 1.5572, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.412, root_relative_squared_error: 1.2185,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9984, f_measure: 0.9727, kappa: 0.9404, kb_relative_information_score: -737.2234, mean_absolute_error: 0.3463, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9727, predictive_accuracy: 0.9728, prior_entropy: 1.2099, recall: 0.9728, relative_absolute_error: 1.5124, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.4, root_relative_squared_error: 1.183,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9868, f_measure: 0.9134, kappa: 0.8138, kb_relative_information_score: 1399.2234, mean_absolute_error: 0.0526, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9161, predictive_accuracy: 0.9132, prior_entropy: 1.2099, recall: 0.9132, relative_absolute_error: 0.2299, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1668, root_relative_squared_error: 0.4932,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.985, f_measure: 0.9138, kappa: 0.8114, kb_relative_information_score: 1385.3994, mean_absolute_error: 0.056, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9165, predictive_accuracy: 0.912, prior_entropy: 1.2099, recall: 0.912, relative_absolute_error: 0.2444, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1705, root_relative_squared_error: 0.5043,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9747, kappa: 0.78, kb_relative_information_score: -854.1133, mean_absolute_error: 0.3572, mean_prior_absolute_error: 0.229, number_of_instances: 1728, predictive_accuracy: 0.901, prior_entropy: 1.2099, recall: 0.901, relative_absolute_error: 1.5598, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.4127, root_relative_squared_error: 1.2205,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9975, f_measure: 0.9621, kappa: 0.9177, kb_relative_information_score: 1488.8463, mean_absolute_error: 0.0418, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9646, predictive_accuracy: 0.9612, prior_entropy: 1.2099, recall: 0.9612, relative_absolute_error: 0.1827, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1236, root_relative_squared_error: 0.3656,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.989, f_measure: 0.9274, kappa: 0.8424, kb_relative_information_score: 1436.1693, mean_absolute_error: 0.047, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9294, predictive_accuracy: 0.9265, prior_entropy: 1.2099, recall: 0.9265, relative_absolute_error: 0.2052, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1577, root_relative_squared_error: 0.4665,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9891, f_measure: 0.9401, kappa: 0.8693, kb_relative_information_score: 1494.4665, mean_absolute_error: 0.0367, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9407, predictive_accuracy: 0.9398, prior_entropy: 1.2099, recall: 0.9398, relative_absolute_error: 0.1601, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1441, root_relative_squared_error: 0.4261,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9976, f_measure: 0.9626, kappa: 0.9187, kb_relative_information_score: 1412.212, mean_absolute_error: 0.0573, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9648, predictive_accuracy: 0.9618, prior_entropy: 1.2099, recall: 0.9618, relative_absolute_error: 0.2505, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1361, root_relative_squared_error: 0.4025,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9932, f_measure: 0.956, kappa: 0.9039, kb_relative_information_score: 1548.4399, mean_absolute_error: 0.0277, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9571, predictive_accuracy: 0.9554, prior_entropy: 1.2099, recall: 0.9554, relative_absolute_error: 0.1208, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1259, root_relative_squared_error: 0.3725,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9933, f_measure: 0.9585, kappa: 0.9096, kb_relative_information_score: 1578.5937, mean_absolute_error: 0.0225, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9589, predictive_accuracy: 0.9583, prior_entropy: 1.2099, recall: 0.9583, relative_absolute_error: 0.0984, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.116, root_relative_squared_error: 0.343,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9944, f_measure: 0.9285, kappa: 0.8589, kb_relative_information_score: 1120.9248, mean_absolute_error: 0.106, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9393, predictive_accuracy: 0.9352, prior_entropy: 1.2099, recall: 0.9352, relative_absolute_error: 0.4627, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1903, root_relative_squared_error: 0.5629,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9983, f_measure: 0.9579, kappa: 0.9086, kb_relative_information_score: 1405.4935, mean_absolute_error: 0.0587, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9599, predictive_accuracy: 0.9572, prior_entropy: 1.2099, recall: 0.9572, relative_absolute_error: 0.2564, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1363, root_relative_squared_error: 0.4032,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.995, f_measure: 0.9481, kappa: 0.8888, kb_relative_information_score: 1343.2325, mean_absolute_error: 0.0683, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9511, predictive_accuracy: 0.9479, prior_entropy: 1.2099, recall: 0.9479, relative_absolute_error: 0.2981, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1549, root_relative_squared_error: 0.4582,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.994, f_measure: 0.9559, kappa: 0.9039, kb_relative_information_score: 1566.0308, mean_absolute_error: 0.0248, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9567, predictive_accuracy: 0.9554, prior_entropy: 1.2099, recall: 0.9554, relative_absolute_error: 0.1084, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1191, root_relative_squared_error: 0.3524,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9935, f_measure: 0.9581, kappa: 0.9085, kb_relative_information_score: 1576.2398, mean_absolute_error: 0.0224, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9586, predictive_accuracy: 0.9578, prior_entropy: 1.2099, recall: 0.9578, relative_absolute_error: 0.0976, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1182, root_relative_squared_error: 0.3495,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9919, f_measure: 0.9376, kappa: 0.8629, kb_relative_information_score: 1482.7646, mean_absolute_error: 0.0385, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9405, predictive_accuracy: 0.9358, prior_entropy: 1.2099, recall: 0.9358, relative_absolute_error: 0.168, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.145, root_relative_squared_error: 0.429,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.9766, kappa: 0.949, kb_relative_information_score: 1578.7659, mean_absolute_error: 0.0254, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9776, predictive_accuracy: 0.9763, prior_entropy: 1.2099, recall: 0.9763, relative_absolute_error: 0.1108, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.0995, root_relative_squared_error: 0.2943,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9953, f_measure: 0.8813, kappa: 0.7711, kb_relative_information_score: 946.8581, mean_absolute_error: 0.1316, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9087, predictive_accuracy: 0.901, prior_entropy: 1.2099, recall: 0.901, relative_absolute_error: 0.5748, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.2172, root_relative_squared_error: 0.6423,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9984, f_measure: 0.9731, kappa: 0.9416, kb_relative_information_score: 1585.6895, mean_absolute_error: 0.0239, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9742, predictive_accuracy: 0.9728, prior_entropy: 1.2099, recall: 0.9728, relative_absolute_error: 0.1043, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.0996, root_relative_squared_error: 0.2945,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9874, f_measure: 0.9172, kappa: 0.821, kb_relative_information_score: 1409.8397, mean_absolute_error: 0.0507, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.919, predictive_accuracy: 0.9167, prior_entropy: 1.2099, recall: 0.9167, relative_absolute_error: 0.2214, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1639, root_relative_squared_error: 0.4846,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9895, f_measure: 0.9408, kappa: 0.8711, kb_relative_information_score: 1498.4318, mean_absolute_error: 0.0355, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9416, predictive_accuracy: 0.9404, prior_entropy: 1.2099, recall: 0.9404, relative_absolute_error: 0.155, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1441, root_relative_squared_error: 0.4262,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.989, f_measure: 0.9274, kappa: 0.8424, kb_relative_information_score: 1436.1693, mean_absolute_error: 0.047, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9294, predictive_accuracy: 0.9265, prior_entropy: 1.2099, recall: 0.9265, relative_absolute_error: 0.2052, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1577, root_relative_squared_error: 0.4665,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9858, f_measure: 0.9125, kappa: 0.8089, kb_relative_information_score: 1384.7076, mean_absolute_error: 0.0561, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9149, predictive_accuracy: 0.9109, prior_entropy: 1.2099, recall: 0.9109, relative_absolute_error: 0.245, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1702, root_relative_squared_error: 0.5035,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.994, f_measure: 0.931, kappa: 0.8614, kb_relative_information_score: 1247.2804, mean_absolute_error: 0.0838, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9404, predictive_accuracy: 0.9358, prior_entropy: 1.2099, recall: 0.9358, relative_absolute_error: 0.3658, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1736, root_relative_squared_error: 0.5134,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9876, f_measure: 0.9172, kappa: 0.821, kb_relative_information_score: 1409.9457, mean_absolute_error: 0.0507, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.919, predictive_accuracy: 0.9167, prior_entropy: 1.2099, recall: 0.9167, relative_absolute_error: 0.2213, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1638, root_relative_squared_error: 0.4844,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9894, f_measure: 0.9408, kappa: 0.8707, kb_relative_information_score: 1499.0663, mean_absolute_error: 0.0359, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9413, predictive_accuracy: 0.9404, prior_entropy: 1.2099, recall: 0.9404, relative_absolute_error: 0.157, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1429, root_relative_squared_error: 0.4226,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.989, f_measure: 0.9274, kappa: 0.8424, kb_relative_information_score: 1436.1693, mean_absolute_error: 0.047, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9294, predictive_accuracy: 0.9265, prior_entropy: 1.2099, recall: 0.9265, relative_absolute_error: 0.2052, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1577, root_relative_squared_error: 0.4665,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9856, f_measure: 0.9132, kappa: 0.8101, kb_relative_information_score: 1389.6347, mean_absolute_error: 0.0555, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9158, predictive_accuracy: 0.9115, prior_entropy: 1.2099, recall: 0.9115, relative_absolute_error: 0.2422, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1694, root_relative_squared_error: 0.5009,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9955, f_measure: 0.9543, kappa: 0.9014, kb_relative_information_score: 1341.4856, mean_absolute_error: 0.0692, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9571, predictive_accuracy: 0.9537, prior_entropy: 1.2099, recall: 0.9537, relative_absolute_error: 0.3021, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1538, root_relative_squared_error: 0.4549,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9931, f_measure: 0.9356, kappa: 0.8662, kb_relative_information_score: 1289.2006, mean_absolute_error: 0.0766, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9426, predictive_accuracy: 0.9375, prior_entropy: 1.2099, recall: 0.9375, relative_absolute_error: 0.3343, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.168, root_relative_squared_error: 0.4969,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9961, f_measure: 0.9456, kappa: 0.8853, kb_relative_information_score: 1288.0383, mean_absolute_error: 0.0778, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9497, predictive_accuracy: 0.9468, prior_entropy: 1.2099, recall: 0.9468, relative_absolute_error: 0.34, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1636, root_relative_squared_error: 0.484,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9944, f_measure: 0.9555, kappa: 0.9031, kb_relative_information_score: 1474.4267, mean_absolute_error: 0.0427, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9584, predictive_accuracy: 0.9543, prior_entropy: 1.2099, recall: 0.9543, relative_absolute_error: 0.1865, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1353, root_relative_squared_error: 0.4,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9824, kappa: 0.3839, kb_relative_information_score: 682.4353, mean_absolute_error: 0.1622, mean_prior_absolute_error: 0.229, number_of_instances: 1728, predictive_accuracy: 0.7766, prior_entropy: 1.2099, recall: 0.7766, relative_absolute_error: 0.7082, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.2549, root_relative_squared_error: 0.7539,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.995, f_measure: 0.9573, kappa: 0.9078, kb_relative_information_score: 1396.9783, mean_absolute_error: 0.0589, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.96, predictive_accuracy: 0.9566, prior_entropy: 1.2099, recall: 0.9566, relative_absolute_error: 0.2571, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1447, root_relative_squared_error: 0.4281,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9917, f_measure: 0.9364, kappa: 0.8602, kb_relative_information_score: 1480.8795, mean_absolute_error: 0.0387, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9392, predictive_accuracy: 0.9346, prior_entropy: 1.2099, recall: 0.9346, relative_absolute_error: 0.1692, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1457, root_relative_squared_error: 0.4309,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9936, f_measure: 0.9531, kappa: 0.8975, kb_relative_information_score: 1540.6568, mean_absolute_error: 0.0288, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9543, predictive_accuracy: 0.9525, prior_entropy: 1.2099, recall: 0.9525, relative_absolute_error: 0.1258, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1279, root_relative_squared_error: 0.3783,

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