Task
Supervised Classification on sick

Supervised Classification on sick

Task 3021 Supervised Classification sick 16669 runs submitted
0 likes downloaded by 2 people , 2 total downloads 0 issues
Visibility: Public
  • mythbusting_1 OpenML-CC18 OpenML100 study_1 study_107 study_123 study_14 study_15 study_20 study_41 study_98 study_99 under100k under1m
Issue #Downvotes for this reason By


Metric:

16669 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: 0.8352, f_measure: 0.9703, kappa: 0.731, kb_relative_information_score: 2440.3302, mean_absolute_error: 0.0284, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, precision: 0.97, predictive_accuracy: 0.9716, prior_entropy: 0.3333, recall: 0.9716, relative_absolute_error: 0.2463, root_mean_prior_squared_error: 0.2398, root_mean_squared_error: 0.1684, root_relative_squared_error: 0.7024,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5561, f_measure: 0.901, kappa: 0.1179, kb_relative_information_score: -733.3098, mean_absolute_error: 0.0965, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, precision: 0.8986, predictive_accuracy: 0.9035, prior_entropy: 0.3333, recall: 0.9035, relative_absolute_error: 0.8378, root_mean_prior_squared_error: 0.2398, root_mean_squared_error: 0.3106, root_relative_squared_error: 1.2956,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 909.0798, mean_absolute_error: 0.0612, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, predictive_accuracy: 0.9388, prior_entropy: 0.3333, recall: 0.9388, relative_absolute_error: 0.5317, root_mean_prior_squared_error: 0.2398, root_mean_squared_error: 0.2475, root_relative_squared_error: 1.0321,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7653, f_measure: 0.9621, kappa: 0.6408, kb_relative_information_score: 2168.6568, mean_absolute_error: 0.0342, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, precision: 0.9631, predictive_accuracy: 0.9658, prior_entropy: 0.3333, recall: 0.9658, relative_absolute_error: 0.2969, root_mean_prior_squared_error: 0.2398, root_mean_squared_error: 0.1849, root_relative_squared_error: 0.7713,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8331, f_measure: 0.9703, kappa: 0.7298, kb_relative_information_score: 2440.3302, mean_absolute_error: 0.0284, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, precision: 0.9699, predictive_accuracy: 0.9716, prior_entropy: 0.3333, recall: 0.9716, relative_absolute_error: 0.2463, root_mean_prior_squared_error: 0.2398, root_mean_squared_error: 0.1684, root_relative_squared_error: 0.7024,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 909.0798, mean_absolute_error: 0.0612, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, predictive_accuracy: 0.9388, prior_entropy: 0.3333, recall: 0.9388, relative_absolute_error: 0.5317, root_mean_prior_squared_error: 0.2398, root_mean_squared_error: 0.2475, root_relative_squared_error: 1.0321,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5279, f_measure: 0.8919, kappa: 0.0562, kb_relative_information_score: -1251.9592, mean_absolute_error: 0.1076, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, precision: 0.8915, predictive_accuracy: 0.8924, prior_entropy: 0.3333, recall: 0.8924, relative_absolute_error: 0.9345, root_mean_prior_squared_error: 0.2398, root_mean_squared_error: 0.3281, root_relative_squared_error: 1.3683,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5787, f_measure: 0.9287, kappa: 0.2507, kb_relative_information_score: 1242.4972, mean_absolute_error: 0.0541, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, precision: 0.9381, predictive_accuracy: 0.9459, prior_entropy: 0.3333, recall: 0.9459, relative_absolute_error: 0.4695, root_mean_prior_squared_error: 0.2398, root_mean_squared_error: 0.2326, root_relative_squared_error: 0.9699,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5896, f_measure: 0.9056, kappa: 0.1792, kb_relative_information_score: -634.5195, mean_absolute_error: 0.0944, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, precision: 0.9056, predictive_accuracy: 0.9056, prior_entropy: 0.3333, recall: 0.9056, relative_absolute_error: 0.8194, root_mean_prior_squared_error: 0.2398, root_mean_squared_error: 0.3072, root_relative_squared_error: 1.2813,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5648, f_measure: 0.9004, kappa: 0.1306, kb_relative_information_score: -856.7978, mean_absolute_error: 0.0992, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, precision: 0.9, predictive_accuracy: 0.9008, prior_entropy: 0.3333, recall: 0.9008, relative_absolute_error: 0.8608, root_mean_prior_squared_error: 0.2398, root_mean_squared_error: 0.3149, root_relative_squared_error: 1.3133,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7794, f_measure: 0.9594, kappa: 0.6273, kb_relative_information_score: 1983.4249, mean_absolute_error: 0.0382, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, precision: 0.9586, predictive_accuracy: 0.9618, prior_entropy: 0.3333, recall: 0.9618, relative_absolute_error: 0.3314, root_mean_prior_squared_error: 0.2398, root_mean_squared_error: 0.1954, root_relative_squared_error: 0.8149,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 909.0798, mean_absolute_error: 0.0612, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, predictive_accuracy: 0.9388, prior_entropy: 0.3333, recall: 0.9388, relative_absolute_error: 0.5317, root_mean_prior_squared_error: 0.2398, root_mean_squared_error: 0.2475, root_relative_squared_error: 1.0321,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8772, f_measure: 0.9742, kappa: 0.7731, kb_relative_information_score: 2576.167, mean_absolute_error: 0.0255, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, precision: 0.974, predictive_accuracy: 0.9745, prior_entropy: 0.3333, recall: 0.9745, relative_absolute_error: 0.221, root_mean_prior_squared_error: 0.2398, root_mean_squared_error: 0.1595, root_relative_squared_error: 0.6654,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8331, f_measure: 0.9703, kappa: 0.7298, kb_relative_information_score: 2440.3302, mean_absolute_error: 0.0284, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, precision: 0.9699, predictive_accuracy: 0.9716, prior_entropy: 0.3333, recall: 0.9716, relative_absolute_error: 0.2463, root_mean_prior_squared_error: 0.2398, root_mean_squared_error: 0.1684, root_relative_squared_error: 0.7024,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7923, f_measure: 0.9646, kappa: 0.6716, kb_relative_information_score: 2230.4007, mean_absolute_error: 0.0329, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, precision: 0.9645, predictive_accuracy: 0.9671, prior_entropy: 0.3333, recall: 0.9671, relative_absolute_error: 0.2854, root_mean_prior_squared_error: 0.2398, root_mean_squared_error: 0.1813, root_relative_squared_error: 0.7562,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8927, f_measure: 0.9702, kappa: 0.7476, kb_relative_information_score: 2341.5399, mean_absolute_error: 0.0305, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, precision: 0.9712, predictive_accuracy: 0.9695, prior_entropy: 0.3333, recall: 0.9695, relative_absolute_error: 0.2647, root_mean_prior_squared_error: 0.2398, root_mean_squared_error: 0.1746, root_relative_squared_error: 0.7282,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5368, f_measure: 0.9196, kappa: 0.1298, kb_relative_information_score: 1119.0093, mean_absolute_error: 0.0567, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, precision: 0.9465, predictive_accuracy: 0.9433, prior_entropy: 0.3333, recall: 0.9433, relative_absolute_error: 0.4925, root_mean_prior_squared_error: 0.2398, root_mean_squared_error: 0.2382, root_relative_squared_error: 0.9934,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8306, f_measure: 0.9692, kappa: 0.7209, kb_relative_information_score: 2390.9351, mean_absolute_error: 0.0294, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, precision: 0.9688, predictive_accuracy: 0.9706, prior_entropy: 0.3333, recall: 0.9706, relative_absolute_error: 0.2555, root_mean_prior_squared_error: 0.2398, root_mean_squared_error: 0.1715, root_relative_squared_error: 0.7154,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8813, f_measure: 0.9779, kappa: 0.8033, kb_relative_information_score: 2761.3989, mean_absolute_error: 0.0215, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, precision: 0.9777, predictive_accuracy: 0.9785, prior_entropy: 0.3333, recall: 0.9785, relative_absolute_error: 0.1864, root_mean_prior_squared_error: 0.2398, root_mean_squared_error: 0.1465, root_relative_squared_error: 0.6112,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6768, f_measure: 0.9473, kappa: 0.4773, kb_relative_information_score: 1687.0538, mean_absolute_error: 0.0445, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, precision: 0.9502, predictive_accuracy: 0.9555, prior_entropy: 0.3333, recall: 0.9555, relative_absolute_error: 0.3867, root_mean_prior_squared_error: 0.2398, root_mean_squared_error: 0.211, root_relative_squared_error: 0.8802,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 909.0798, mean_absolute_error: 0.0612, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, predictive_accuracy: 0.9388, prior_entropy: 0.3333, recall: 0.9388, relative_absolute_error: 0.5317, root_mean_prior_squared_error: 0.2398, root_mean_squared_error: 0.2475, root_relative_squared_error: 1.0321,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5778, f_measure: 0.9026, kappa: 0.1549, kb_relative_information_score: -782.705, mean_absolute_error: 0.0976, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, precision: 0.9028, predictive_accuracy: 0.9024, prior_entropy: 0.3333, recall: 0.9024, relative_absolute_error: 0.847, root_mean_prior_squared_error: 0.2398, root_mean_squared_error: 0.3123, root_relative_squared_error: 1.3027,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5756, f_measure: 0.9023, kappa: 0.1509, kb_relative_information_score: -795.0538, mean_absolute_error: 0.0978, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, precision: 0.9024, predictive_accuracy: 0.9022, prior_entropy: 0.3333, recall: 0.9022, relative_absolute_error: 0.8493, root_mean_prior_squared_error: 0.2398, root_mean_squared_error: 0.3128, root_relative_squared_error: 1.3045,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8843, f_measure: 0.9797, kappa: 0.8184, kb_relative_information_score: 2847.8404, mean_absolute_error: 0.0196, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, precision: 0.9796, predictive_accuracy: 0.9804, prior_entropy: 0.3333, recall: 0.9804, relative_absolute_error: 0.1703, root_mean_prior_squared_error: 0.2398, root_mean_squared_error: 0.1401, root_relative_squared_error: 0.5842,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 909.0798, mean_absolute_error: 0.0612, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, predictive_accuracy: 0.9388, prior_entropy: 0.3333, recall: 0.9388, relative_absolute_error: 0.5317, root_mean_prior_squared_error: 0.2398, root_mean_squared_error: 0.2475, root_relative_squared_error: 1.0321,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5804, f_measure: 0.9035, kappa: 0.1607, kb_relative_information_score: -733.3098, mean_absolute_error: 0.0965, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, precision: 0.9035, predictive_accuracy: 0.9035, prior_entropy: 0.3333, recall: 0.9035, relative_absolute_error: 0.8378, root_mean_prior_squared_error: 0.2398, root_mean_squared_error: 0.3106, root_relative_squared_error: 1.2956,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5297, f_measure: 0.9172, kappa: 0.1045, kb_relative_information_score: 1032.5677, mean_absolute_error: 0.0586, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, precision: 0.9321, predictive_accuracy: 0.9414, prior_entropy: 0.3333, recall: 0.9414, relative_absolute_error: 0.5087, root_mean_prior_squared_error: 0.2398, root_mean_squared_error: 0.2421, root_relative_squared_error: 1.0095,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 909.0798, mean_absolute_error: 0.0612, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, predictive_accuracy: 0.9388, prior_entropy: 0.3333, recall: 0.9388, relative_absolute_error: 0.5317, root_mean_prior_squared_error: 0.2398, root_mean_squared_error: 0.2475, root_relative_squared_error: 1.0321,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7927, f_measure: 0.9654, kappa: 0.6773, kb_relative_information_score: 2267.4471, mean_absolute_error: 0.0321, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, precision: 0.9655, predictive_accuracy: 0.9679, prior_entropy: 0.3333, recall: 0.9679, relative_absolute_error: 0.2785, root_mean_prior_squared_error: 0.2398, root_mean_squared_error: 0.1791, root_relative_squared_error: 0.747,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5061, f_measure: 0.9106, kappa: 0.0223, kb_relative_information_score: 909.0798, mean_absolute_error: 0.0612, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, precision: 0.9125, predictive_accuracy: 0.9388, prior_entropy: 0.3333, recall: 0.9388, relative_absolute_error: 0.5317, root_mean_prior_squared_error: 0.2398, root_mean_squared_error: 0.2475, root_relative_squared_error: 1.0321,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7823, f_measure: 0.9644, kappa: 0.6657, kb_relative_information_score: 2242.7495, mean_absolute_error: 0.0326, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, precision: 0.9649, predictive_accuracy: 0.9674, prior_entropy: 0.3333, recall: 0.9674, relative_absolute_error: 0.2831, root_mean_prior_squared_error: 0.2398, root_mean_squared_error: 0.1806, root_relative_squared_error: 0.7531,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8415, f_measure: 0.971, kappa: 0.7383, kb_relative_information_score: 2465.0278, mean_absolute_error: 0.0278, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, precision: 0.9706, predictive_accuracy: 0.9722, prior_entropy: 0.3333, recall: 0.9722, relative_absolute_error: 0.2417, root_mean_prior_squared_error: 0.2398, root_mean_squared_error: 0.1668, root_relative_squared_error: 0.6958,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.486, f_measure: 0.8958, kappa: -0.0381, kb_relative_information_score: -313.4508, mean_absolute_error: 0.0875, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, precision: 0.8797, predictive_accuracy: 0.9125, prior_entropy: 0.3333, recall: 0.9125, relative_absolute_error: 0.7595, root_mean_prior_squared_error: 0.2398, root_mean_squared_error: 0.2958, root_relative_squared_error: 1.2336,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8664, f_measure: 0.9727, kappa: 0.7588, kb_relative_information_score: 2514.423, mean_absolute_error: 0.0268, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, precision: 0.9724, predictive_accuracy: 0.9732, prior_entropy: 0.3333, recall: 0.9732, relative_absolute_error: 0.2325, root_mean_prior_squared_error: 0.2398, root_mean_squared_error: 0.1636, root_relative_squared_error: 0.6825,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8632, f_measure: 0.9708, kappa: 0.743, kb_relative_information_score: 2415.6327, mean_absolute_error: 0.0289, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, precision: 0.9705, predictive_accuracy: 0.9711, prior_entropy: 0.3333, recall: 0.9711, relative_absolute_error: 0.2509, root_mean_prior_squared_error: 0.2398, root_mean_squared_error: 0.17, root_relative_squared_error: 0.709,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.619, f_measure: 0.9395, kappa: 0.3698, kb_relative_information_score: 1588.2635, mean_absolute_error: 0.0467, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, precision: 0.9555, predictive_accuracy: 0.9533, prior_entropy: 0.3333, recall: 0.9533, relative_absolute_error: 0.4051, root_mean_prior_squared_error: 0.2398, root_mean_squared_error: 0.216, root_relative_squared_error: 0.9009,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9019, f_measure: 0.9723, kappa: 0.7652, kb_relative_information_score: 2440.3302, mean_absolute_error: 0.0284, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, precision: 0.9733, predictive_accuracy: 0.9716, prior_entropy: 0.3333, recall: 0.9716, relative_absolute_error: 0.2463, root_mean_prior_squared_error: 0.2398, root_mean_squared_error: 0.1684, root_relative_squared_error: 0.7024,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6637, f_measure: 0.9476, kappa: 0.4686, kb_relative_information_score: 1773.4954, mean_absolute_error: 0.0427, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, precision: 0.9561, predictive_accuracy: 0.9573, prior_entropy: 0.3333, recall: 0.9573, relative_absolute_error: 0.3706, root_mean_prior_squared_error: 0.2398, root_mean_squared_error: 0.2066, root_relative_squared_error: 0.8616,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 909.0798, mean_absolute_error: 0.0612, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, predictive_accuracy: 0.9388, prior_entropy: 0.3333, recall: 0.9388, relative_absolute_error: 0.5317, root_mean_prior_squared_error: 0.2398, root_mean_squared_error: 0.2475, root_relative_squared_error: 1.0321,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.808, f_measure: 0.9679, kappa: 0.7028, kb_relative_information_score: 2366.2375, mean_absolute_error: 0.03, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, precision: 0.968, predictive_accuracy: 0.97, prior_entropy: 0.3333, recall: 0.97, relative_absolute_error: 0.2601, root_mean_prior_squared_error: 0.2398, root_mean_squared_error: 0.1731, root_relative_squared_error: 0.7219,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5601, f_measure: 0.9015, kappa: 0.1253, kb_relative_information_score: -733.3098, mean_absolute_error: 0.0965, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, precision: 0.8995, predictive_accuracy: 0.9035, prior_entropy: 0.3333, recall: 0.9035, relative_absolute_error: 0.8378, root_mean_prior_squared_error: 0.2398, root_mean_squared_error: 0.3106, root_relative_squared_error: 1.2956,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 909.0798, mean_absolute_error: 0.0612, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, predictive_accuracy: 0.9388, prior_entropy: 0.3333, recall: 0.9388, relative_absolute_error: 0.5317, root_mean_prior_squared_error: 0.2398, root_mean_squared_error: 0.2475, root_relative_squared_error: 1.0321,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 909.0798, mean_absolute_error: 0.0612, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, predictive_accuracy: 0.9388, prior_entropy: 0.3333, recall: 0.9388, relative_absolute_error: 0.5317, root_mean_prior_squared_error: 0.2398, root_mean_squared_error: 0.2475, root_relative_squared_error: 1.0321,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8474, f_measure: 0.971, kappa: 0.7398, kb_relative_information_score: 2452.679, mean_absolute_error: 0.0281, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, precision: 0.9705, predictive_accuracy: 0.9719, prior_entropy: 0.3333, recall: 0.9719, relative_absolute_error: 0.244, root_mean_prior_squared_error: 0.2398, root_mean_squared_error: 0.1676, root_relative_squared_error: 0.6991,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5605, f_measure: 0.8997, kappa: 0.1224, kb_relative_information_score: -881.4953, mean_absolute_error: 0.0997, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, precision: 0.8991, predictive_accuracy: 0.9003, prior_entropy: 0.3333, recall: 0.9003, relative_absolute_error: 0.8654, root_mean_prior_squared_error: 0.2398, root_mean_squared_error: 0.3157, root_relative_squared_error: 1.3168,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5755, f_measure: 0.9021, kappa: 0.1503, kb_relative_information_score: -807.4026, mean_absolute_error: 0.0981, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, precision: 0.9023, predictive_accuracy: 0.9019, prior_entropy: 0.3333, recall: 0.9019, relative_absolute_error: 0.8516, root_mean_prior_squared_error: 0.2398, root_mean_squared_error: 0.3132, root_relative_squared_error: 1.3062,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8054, f_measure: 0.9702, kappa: 0.72, kb_relative_information_score: 2489.7254, mean_absolute_error: 0.0273, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, precision: 0.9714, predictive_accuracy: 0.9727, prior_entropy: 0.3333, recall: 0.9727, relative_absolute_error: 0.2371, root_mean_prior_squared_error: 0.2398, root_mean_squared_error: 0.1652, root_relative_squared_error: 0.6892,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8976, f_measure: 0.9717, kappa: 0.7599, kb_relative_information_score: 2415.6327, mean_absolute_error: 0.0289, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, precision: 0.9726, predictive_accuracy: 0.9711, prior_entropy: 0.3333, recall: 0.9711, relative_absolute_error: 0.2509, root_mean_prior_squared_error: 0.2398, root_mean_squared_error: 0.17, root_relative_squared_error: 0.709,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4678, f_measure: 0.8779, kappa: -0.0648, kb_relative_information_score: -1906.4452, mean_absolute_error: 0.1217, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, precision: 0.8776, predictive_accuracy: 0.8783, prior_entropy: 0.3333, recall: 0.8783, relative_absolute_error: 1.0564, root_mean_prior_squared_error: 0.2398, root_mean_squared_error: 0.3488, root_relative_squared_error: 1.4549,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 909.0798, mean_absolute_error: 0.0612, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, predictive_accuracy: 0.9388, prior_entropy: 0.3333, recall: 0.9388, relative_absolute_error: 0.5317, root_mean_prior_squared_error: 0.2398, root_mean_squared_error: 0.2475, root_relative_squared_error: 1.0321,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8975, f_measure: 0.9715, kappa: 0.7581, kb_relative_information_score: 2403.2839, mean_absolute_error: 0.0292, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, precision: 0.9724, predictive_accuracy: 0.9708, prior_entropy: 0.3333, recall: 0.9708, relative_absolute_error: 0.2532, root_mean_prior_squared_error: 0.2398, root_mean_squared_error: 0.1708, root_relative_squared_error: 0.7122,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5465, f_measure: 0.9087, kappa: 0.1174, kb_relative_information_score: 19.9666, mean_absolute_error: 0.0803, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, precision: 0.8999, predictive_accuracy: 0.9197, prior_entropy: 0.3333, recall: 0.9197, relative_absolute_error: 0.6974, root_mean_prior_squared_error: 0.2398, root_mean_squared_error: 0.2834, root_relative_squared_error: 1.1821,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6234, f_measure: 0.9405, kappa: 0.3808, kb_relative_information_score: 1612.961, mean_absolute_error: 0.0461, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, precision: 0.956, predictive_accuracy: 0.9539, prior_entropy: 0.3333, recall: 0.9539, relative_absolute_error: 0.4005, root_mean_prior_squared_error: 0.2398, root_mean_squared_error: 0.2148, root_relative_squared_error: 0.8958,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.9088, kappa: -0.0011, kb_relative_information_score: 884.3822, mean_absolute_error: 0.0618, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, precision: 0.8812, predictive_accuracy: 0.9382, prior_entropy: 0.3333, recall: 0.9382, relative_absolute_error: 0.5363, root_mean_prior_squared_error: 0.2398, root_mean_squared_error: 0.2485, root_relative_squared_error: 1.0366,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8467, f_measure: 0.9731, kappa: 0.7561, kb_relative_information_score: 2563.8182, mean_absolute_error: 0.0257, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, precision: 0.9729, predictive_accuracy: 0.9743, prior_entropy: 0.3333, recall: 0.9743, relative_absolute_error: 0.2233, root_mean_prior_squared_error: 0.2398, root_mean_squared_error: 0.1604, root_relative_squared_error: 0.6688,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 909.0798, mean_absolute_error: 0.0612, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, predictive_accuracy: 0.9388, prior_entropy: 0.3333, recall: 0.9388, relative_absolute_error: 0.5317, root_mean_prior_squared_error: 0.2398, root_mean_squared_error: 0.2475, root_relative_squared_error: 1.0321,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 909.0798, mean_absolute_error: 0.0612, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, predictive_accuracy: 0.9388, prior_entropy: 0.3333, recall: 0.9388, relative_absolute_error: 0.5317, root_mean_prior_squared_error: 0.2398, root_mean_squared_error: 0.2475, root_relative_squared_error: 1.0321,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8506, f_measure: 0.9697, kappa: 0.7309, kb_relative_information_score: 2378.5863, mean_absolute_error: 0.0297, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, precision: 0.9692, predictive_accuracy: 0.9703, prior_entropy: 0.3333, recall: 0.9703, relative_absolute_error: 0.2578, root_mean_prior_squared_error: 0.2398, root_mean_squared_error: 0.1723, root_relative_squared_error: 0.7187,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4677, f_measure: 0.8778, kappa: -0.0649, kb_relative_information_score: -1918.794, mean_absolute_error: 0.122, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, precision: 0.8776, predictive_accuracy: 0.878, prior_entropy: 0.3333, recall: 0.878, relative_absolute_error: 1.0587, root_mean_prior_squared_error: 0.2398, root_mean_squared_error: 0.3492, root_relative_squared_error: 1.4565,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 909.0798, mean_absolute_error: 0.0612, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, predictive_accuracy: 0.9388, prior_entropy: 0.3333, recall: 0.9388, relative_absolute_error: 0.5317, root_mean_prior_squared_error: 0.2398, root_mean_squared_error: 0.2475, root_relative_squared_error: 1.0321,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 909.0798, mean_absolute_error: 0.0612, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, predictive_accuracy: 0.9388, prior_entropy: 0.3333, recall: 0.9388, relative_absolute_error: 0.5317, root_mean_prior_squared_error: 0.2398, root_mean_squared_error: 0.2475, root_relative_squared_error: 1.0321,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6125, f_measure: 0.9107, kappa: 0.2245, kb_relative_information_score: -399.8924, mean_absolute_error: 0.0893, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, precision: 0.9108, predictive_accuracy: 0.9107, prior_entropy: 0.3333, recall: 0.9107, relative_absolute_error: 0.7756, root_mean_prior_squared_error: 0.2398, root_mean_squared_error: 0.2989, root_relative_squared_error: 1.2466,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.862, f_measure: 0.9755, kappa: 0.7792, kb_relative_information_score: 2662.6085, mean_absolute_error: 0.0236, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, precision: 0.9753, predictive_accuracy: 0.9764, prior_entropy: 0.3333, recall: 0.9764, relative_absolute_error: 0.2048, root_mean_prior_squared_error: 0.2398, root_mean_squared_error: 0.1536, root_relative_squared_error: 0.6406,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 909.0798, mean_absolute_error: 0.0612, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, predictive_accuracy: 0.9388, prior_entropy: 0.3333, recall: 0.9388, relative_absolute_error: 0.5317, root_mean_prior_squared_error: 0.2398, root_mean_squared_error: 0.2475, root_relative_squared_error: 1.0321,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8976, f_measure: 0.9717, kappa: 0.7599, kb_relative_information_score: 2415.6327, mean_absolute_error: 0.0289, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, precision: 0.9726, predictive_accuracy: 0.9711, prior_entropy: 0.3333, recall: 0.9711, relative_absolute_error: 0.2509, root_mean_prior_squared_error: 0.2398, root_mean_squared_error: 0.17, root_relative_squared_error: 0.709,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8681, f_measure: 0.9723, kappa: 0.7561, kb_relative_information_score: 2489.7254, mean_absolute_error: 0.0273, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, precision: 0.972, predictive_accuracy: 0.9727, prior_entropy: 0.3333, recall: 0.9727, relative_absolute_error: 0.2371, root_mean_prior_squared_error: 0.2398, root_mean_squared_error: 0.1652, root_relative_squared_error: 0.6892,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8976, f_measure: 0.9717, kappa: 0.7599, kb_relative_information_score: 2415.6327, mean_absolute_error: 0.0289, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, precision: 0.9726, predictive_accuracy: 0.9711, prior_entropy: 0.3333, recall: 0.9711, relative_absolute_error: 0.2509, root_mean_prior_squared_error: 0.2398, root_mean_squared_error: 0.17, root_relative_squared_error: 0.709,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8288, f_measure: 0.9599, kappa: 0.6523, kb_relative_information_score: 1884.6345, mean_absolute_error: 0.0403, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, precision: 0.96, predictive_accuracy: 0.9597, prior_entropy: 0.3333, recall: 0.9597, relative_absolute_error: 0.3498, root_mean_prior_squared_error: 0.2398, root_mean_squared_error: 0.2007, root_relative_squared_error: 0.8372,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 909.0798, mean_absolute_error: 0.0612, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, predictive_accuracy: 0.9388, prior_entropy: 0.3333, recall: 0.9388, relative_absolute_error: 0.5317, root_mean_prior_squared_error: 0.2398, root_mean_squared_error: 0.2475, root_relative_squared_error: 1.0321,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8438, f_measure: 0.9716, kappa: 0.7433, kb_relative_information_score: 2489.7254, mean_absolute_error: 0.0273, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, precision: 0.9712, predictive_accuracy: 0.9727, prior_entropy: 0.3333, recall: 0.9727, relative_absolute_error: 0.2371, root_mean_prior_squared_error: 0.2398, root_mean_squared_error: 0.1652, root_relative_squared_error: 0.6892,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7221, f_measure: 0.9552, kappa: 0.5656, kb_relative_information_score: 1934.0297, mean_absolute_error: 0.0392, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, precision: 0.957, predictive_accuracy: 0.9608, prior_entropy: 0.3333, recall: 0.9608, relative_absolute_error: 0.3406, root_mean_prior_squared_error: 0.2398, root_mean_squared_error: 0.1981, root_relative_squared_error: 0.8261,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.909, kappa: -0.0005, kb_relative_information_score: 896.731, mean_absolute_error: 0.0615, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, precision: 0.8813, predictive_accuracy: 0.9385, prior_entropy: 0.3333, recall: 0.9385, relative_absolute_error: 0.534, root_mean_prior_squared_error: 0.2398, root_mean_squared_error: 0.248, root_relative_squared_error: 1.0343,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8976, f_measure: 0.9717, kappa: 0.7599, kb_relative_information_score: 2415.6327, mean_absolute_error: 0.0289, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, precision: 0.9726, predictive_accuracy: 0.9711, prior_entropy: 0.3333, recall: 0.9711, relative_absolute_error: 0.2509, root_mean_prior_squared_error: 0.2398, root_mean_squared_error: 0.17, root_relative_squared_error: 0.709,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5511, f_measure: 0.9037, kappa: 0.1147, kb_relative_information_score: -461.6363, mean_absolute_error: 0.0907, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, precision: 0.8985, predictive_accuracy: 0.9093, prior_entropy: 0.3333, recall: 0.9093, relative_absolute_error: 0.7872, root_mean_prior_squared_error: 0.2398, root_mean_squared_error: 0.3011, root_relative_squared_error: 1.2558,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8297, f_measure: 0.9711, kappa: 0.7352, kb_relative_information_score: 2489.7254, mean_absolute_error: 0.0273, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, precision: 0.971, predictive_accuracy: 0.9727, prior_entropy: 0.3333, recall: 0.9727, relative_absolute_error: 0.2371, root_mean_prior_squared_error: 0.2398, root_mean_squared_error: 0.1652, root_relative_squared_error: 0.6892,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.517, f_measure: 0.9087, kappa: 0.0522, kb_relative_information_score: 452.1744, mean_absolute_error: 0.071, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, precision: 0.8946, predictive_accuracy: 0.929, prior_entropy: 0.3333, recall: 0.929, relative_absolute_error: 0.6168, root_mean_prior_squared_error: 0.2398, root_mean_squared_error: 0.2666, root_relative_squared_error: 1.1117,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 909.0798, mean_absolute_error: 0.0612, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, predictive_accuracy: 0.9388, prior_entropy: 0.3333, recall: 0.9388, relative_absolute_error: 0.5317, root_mean_prior_squared_error: 0.2398, root_mean_squared_error: 0.2475, root_relative_squared_error: 1.0321,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5841, f_measure: 0.9057, kappa: 0.1716, kb_relative_information_score: -585.1243, mean_absolute_error: 0.0933, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, precision: 0.9048, predictive_accuracy: 0.9067, prior_entropy: 0.3333, recall: 0.9067, relative_absolute_error: 0.8102, root_mean_prior_squared_error: 0.2398, root_mean_squared_error: 0.3055, root_relative_squared_error: 1.2741,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8911, f_measure: 0.9709, kappa: 0.7518, kb_relative_information_score: 2378.5863, mean_absolute_error: 0.0297, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, precision: 0.9716, predictive_accuracy: 0.9703, prior_entropy: 0.3333, recall: 0.9703, relative_absolute_error: 0.2578, root_mean_prior_squared_error: 0.2398, root_mean_squared_error: 0.1723, root_relative_squared_error: 0.7187,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8304, f_measure: 0.9593, kappa: 0.649, kb_relative_information_score: 1847.5881, mean_absolute_error: 0.0411, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, precision: 0.9597, predictive_accuracy: 0.9589, prior_entropy: 0.3333, recall: 0.9589, relative_absolute_error: 0.3568, root_mean_prior_squared_error: 0.2398, root_mean_squared_error: 0.2027, root_relative_squared_error: 0.8454,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9111, f_measure: 0.9777, kappa: 0.8075, kb_relative_information_score: 2712.0037, mean_absolute_error: 0.0225, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, precision: 0.9779, predictive_accuracy: 0.9775, prior_entropy: 0.3333, recall: 0.9775, relative_absolute_error: 0.1956, root_mean_prior_squared_error: 0.2398, root_mean_squared_error: 0.1501, root_relative_squared_error: 0.6261,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.888, f_measure: 0.9757, kappa: 0.7872, kb_relative_information_score: 2637.911, mean_absolute_error: 0.0241, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, precision: 0.9756, predictive_accuracy: 0.9759, prior_entropy: 0.3333, recall: 0.9759, relative_absolute_error: 0.2094, root_mean_prior_squared_error: 0.2398, root_mean_squared_error: 0.1553, root_relative_squared_error: 0.6478,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7545, f_measure: 0.9604, kappa: 0.6222, kb_relative_information_score: 2106.9128, mean_absolute_error: 0.0355, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, precision: 0.9615, predictive_accuracy: 0.9645, prior_entropy: 0.3333, recall: 0.9645, relative_absolute_error: 0.3084, root_mean_prior_squared_error: 0.2398, root_mean_squared_error: 0.1885, root_relative_squared_error: 0.7861,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5173, f_measure: 0.9142, kappa: 0.0631, kb_relative_information_score: 1007.8701, mean_absolute_error: 0.0591, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, precision: 0.9444, predictive_accuracy: 0.9409, prior_entropy: 0.3333, recall: 0.9409, relative_absolute_error: 0.5133, root_mean_prior_squared_error: 0.2398, root_mean_squared_error: 0.2431, root_relative_squared_error: 1.0141,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8353, f_measure: 0.9706, kappa: 0.7329, kb_relative_information_score: 2452.679, mean_absolute_error: 0.0281, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, precision: 0.9702, predictive_accuracy: 0.9719, prior_entropy: 0.3333, recall: 0.9719, relative_absolute_error: 0.244, root_mean_prior_squared_error: 0.2398, root_mean_squared_error: 0.1676, root_relative_squared_error: 0.6991,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7374, f_measure: 0.958, kappa: 0.5953, kb_relative_information_score: 2032.82, mean_absolute_error: 0.0371, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, precision: 0.9597, predictive_accuracy: 0.9629, prior_entropy: 0.3333, recall: 0.9629, relative_absolute_error: 0.3222, root_mean_prior_squared_error: 0.2398, root_mean_squared_error: 0.1927, root_relative_squared_error: 0.8035,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 909.0798, mean_absolute_error: 0.0612, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, predictive_accuracy: 0.9388, prior_entropy: 0.3333, recall: 0.9388, relative_absolute_error: 0.5317, root_mean_prior_squared_error: 0.2398, root_mean_squared_error: 0.2475, root_relative_squared_error: 1.0321,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.831, f_measure: 0.9699, kappa: 0.7266, kb_relative_information_score: 2427.9815, mean_absolute_error: 0.0286, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, precision: 0.9696, predictive_accuracy: 0.9714, prior_entropy: 0.3333, recall: 0.9714, relative_absolute_error: 0.2486, root_mean_prior_squared_error: 0.2398, root_mean_squared_error: 0.1692, root_relative_squared_error: 0.7057,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.9088, kappa: -0.0011, kb_relative_information_score: 884.3822, mean_absolute_error: 0.0618, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, precision: 0.8812, predictive_accuracy: 0.9382, prior_entropy: 0.3333, recall: 0.9382, relative_absolute_error: 0.5363, root_mean_prior_squared_error: 0.2398, root_mean_squared_error: 0.2485, root_relative_squared_error: 1.0366,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 909.0798, mean_absolute_error: 0.0612, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, predictive_accuracy: 0.9388, prior_entropy: 0.3333, recall: 0.9388, relative_absolute_error: 0.5317, root_mean_prior_squared_error: 0.2398, root_mean_squared_error: 0.2475, root_relative_squared_error: 1.0321,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 909.0798, mean_absolute_error: 0.0612, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, predictive_accuracy: 0.9388, prior_entropy: 0.3333, recall: 0.9388, relative_absolute_error: 0.5317, root_mean_prior_squared_error: 0.2398, root_mean_squared_error: 0.2475, root_relative_squared_error: 1.0321,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.625, f_measure: 0.9374, kappa: 0.3622, kb_relative_information_score: 1403.0316, mean_absolute_error: 0.0506, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, precision: 0.9414, predictive_accuracy: 0.9494, prior_entropy: 0.3333, recall: 0.9494, relative_absolute_error: 0.4396, root_mean_prior_squared_error: 0.2398, root_mean_squared_error: 0.225, root_relative_squared_error: 0.9385,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7969, f_measure: 0.9658, kappa: 0.6822, kb_relative_information_score: 2279.7959, mean_absolute_error: 0.0318, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, precision: 0.9658, predictive_accuracy: 0.9682, prior_entropy: 0.3333, recall: 0.9682, relative_absolute_error: 0.2762, root_mean_prior_squared_error: 0.2398, root_mean_squared_error: 0.1784, root_relative_squared_error: 0.7439,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 909.0798, mean_absolute_error: 0.0612, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, predictive_accuracy: 0.9388, prior_entropy: 0.3333, recall: 0.9388, relative_absolute_error: 0.5317, root_mean_prior_squared_error: 0.2398, root_mean_squared_error: 0.2475, root_relative_squared_error: 1.0321,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.89, f_measure: 0.9758, kappa: 0.788, kb_relative_information_score: 2637.911, mean_absolute_error: 0.0241, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, precision: 0.9756, predictive_accuracy: 0.9759, prior_entropy: 0.3333, recall: 0.9759, relative_absolute_error: 0.2094, root_mean_prior_squared_error: 0.2398, root_mean_squared_error: 0.1553, root_relative_squared_error: 0.6478,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5887, f_measure: 0.9327, kappa: 0.2883, kb_relative_information_score: 1415.3803, mean_absolute_error: 0.0504, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, precision: 0.9522, predictive_accuracy: 0.9496, prior_entropy: 0.3333, recall: 0.9496, relative_absolute_error: 0.4373, root_mean_prior_squared_error: 0.2398, root_mean_squared_error: 0.2244, root_relative_squared_error: 0.936,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5755, f_measure: 0.9021, kappa: 0.1503, kb_relative_information_score: -807.4026, mean_absolute_error: 0.0981, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, precision: 0.9023, predictive_accuracy: 0.9019, prior_entropy: 0.3333, recall: 0.9019, relative_absolute_error: 0.8516, root_mean_prior_squared_error: 0.2398, root_mean_squared_error: 0.3132, root_relative_squared_error: 1.3062,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 909.0798, mean_absolute_error: 0.0612, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, predictive_accuracy: 0.9388, prior_entropy: 0.3333, recall: 0.9388, relative_absolute_error: 0.5317, root_mean_prior_squared_error: 0.2398, root_mean_squared_error: 0.2475, root_relative_squared_error: 1.0321,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7084, f_measure: 0.9549, kappa: 0.5549, kb_relative_information_score: 1971.0761, mean_absolute_error: 0.0384, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, precision: 0.9594, predictive_accuracy: 0.9616, prior_entropy: 0.3333, recall: 0.9616, relative_absolute_error: 0.3337, root_mean_prior_squared_error: 0.2398, root_mean_squared_error: 0.1961, root_relative_squared_error: 0.8177,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5039, f_measure: 0.91, kappa: 0.0144, kb_relative_information_score: 896.731, mean_absolute_error: 0.0615, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, precision: 0.9062, predictive_accuracy: 0.9385, prior_entropy: 0.3333, recall: 0.9385, relative_absolute_error: 0.534, root_mean_prior_squared_error: 0.2398, root_mean_squared_error: 0.248, root_relative_squared_error: 1.0343,

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