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: 0.5, 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: 0.5536, f_measure: 0.9003, kappa: 0.1125, kb_relative_information_score: -770.3562, mean_absolute_error: 0.0973, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, precision: 0.898, predictive_accuracy: 0.9027, prior_entropy: 0.3333, recall: 0.9027, relative_absolute_error: 0.8447, root_mean_prior_squared_error: 0.2398, root_mean_squared_error: 0.3119, root_relative_squared_error: 1.3009,
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: 0.8359, f_measure: 0.9716, kappa: 0.7407, kb_relative_information_score: 2502.0742, mean_absolute_error: 0.027, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, precision: 0.9714, predictive_accuracy: 0.973, prior_entropy: 0.3333, recall: 0.973, relative_absolute_error: 0.2348, root_mean_prior_squared_error: 0.2398, root_mean_squared_error: 0.1644, root_relative_squared_error: 0.6858,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4701, f_measure: 0.8802, kappa: -0.0623, kb_relative_information_score: -1708.8645, mean_absolute_error: 0.1174, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, precision: 0.8778, predictive_accuracy: 0.8826, prior_entropy: 0.3333, recall: 0.8826, relative_absolute_error: 1.0196, root_mean_prior_squared_error: 0.2398, root_mean_squared_error: 0.3427, root_relative_squared_error: 1.4293,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, f_measure: 0.9084, kappa: -0.0026, kb_relative_information_score: 847.3358, mean_absolute_error: 0.0626, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, precision: 0.8812, predictive_accuracy: 0.9374, prior_entropy: 0.3333, recall: 0.9374, relative_absolute_error: 0.5432, root_mean_prior_squared_error: 0.2398, root_mean_squared_error: 0.2501, root_relative_squared_error: 1.0432,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5543, f_measure: 0.9011, kappa: 0.1152, kb_relative_information_score: -708.6122, mean_absolute_error: 0.096, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, precision: 0.8983, predictive_accuracy: 0.904, prior_entropy: 0.3333, recall: 0.904, relative_absolute_error: 0.8332, root_mean_prior_squared_error: 0.2398, root_mean_squared_error: 0.3098, root_relative_squared_error: 1.292,
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: 0.8408, f_measure: 0.9698, kappa: 0.7288, kb_relative_information_score: 2403.2839, mean_absolute_error: 0.0292, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, precision: 0.9693, 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: 0.5, 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: 0.5755, 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: 0.5756, 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: 0.5, 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: 0.7887, f_measure: 0.9652, kappa: 0.6742, 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: 0.8337, f_measure: 0.9712, kappa: 0.7376, kb_relative_information_score: 2489.7254, mean_absolute_error: 0.0273, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, precision: 0.9711, 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: 0.8147, f_measure: 0.9691, kappa: 0.7146, kb_relative_information_score: 2415.6327, mean_absolute_error: 0.0289, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, precision: 0.9692, 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: 0.6756, f_measure: 0.9237, kappa: 0.3436, kb_relative_information_score: 168.1521, mean_absolute_error: 0.0771, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, precision: 0.9246, predictive_accuracy: 0.9229, prior_entropy: 0.3333, recall: 0.9229, relative_absolute_error: 0.6698, root_mean_prior_squared_error: 0.2398, root_mean_squared_error: 0.2778, root_relative_squared_error: 1.1584,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5188, f_measure: 0.9141, kappa: 0.0669, kb_relative_information_score: 958.475, mean_absolute_error: 0.0602, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, precision: 0.9227, predictive_accuracy: 0.9398, prior_entropy: 0.3333, recall: 0.9398, relative_absolute_error: 0.5225, root_mean_prior_squared_error: 0.2398, root_mean_squared_error: 0.2453, root_relative_squared_error: 1.0231,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4822, f_measure: 0.8921, kappa: -0.0452, kb_relative_information_score: -646.8683, mean_absolute_error: 0.0946, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, precision: 0.8793, predictive_accuracy: 0.9054, prior_entropy: 0.3333, recall: 0.9054, relative_absolute_error: 0.8217, root_mean_prior_squared_error: 0.2398, root_mean_squared_error: 0.3076, root_relative_squared_error: 1.2831,
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: 0.7714, f_measure: 0.9625, kappa: 0.646, kb_relative_information_score: 2168.6568, mean_absolute_error: 0.0342, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, precision: 0.963, 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: 0.5, 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: 0.5888, f_measure: 0.9091, kappa: 0.1878, kb_relative_information_score: -350.4972, mean_absolute_error: 0.0883, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, precision: 0.9067, predictive_accuracy: 0.9117, prior_entropy: 0.3333, recall: 0.9117, relative_absolute_error: 0.7664, root_mean_prior_squared_error: 0.2398, root_mean_squared_error: 0.2971, root_relative_squared_error: 1.2392,
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: 0.5, 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: 0.8802, f_measure: 0.9727, kappa: 0.762, kb_relative_information_score: 2489.7254, mean_absolute_error: 0.0273, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, precision: 0.9726, 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: 0.6017, f_measure: 0.9357, kappa: 0.3241, kb_relative_information_score: 1489.4731, mean_absolute_error: 0.0488, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, precision: 0.9536, predictive_accuracy: 0.9512, prior_entropy: 0.3333, recall: 0.9512, relative_absolute_error: 0.4235, root_mean_prior_squared_error: 0.2398, root_mean_squared_error: 0.2209, root_relative_squared_error: 0.9211,
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: 0.5617, f_measure: 0.9012, kappa: 0.1273, kb_relative_information_score: -770.3562, mean_absolute_error: 0.0973, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, precision: 0.8997, predictive_accuracy: 0.9027, prior_entropy: 0.3333, recall: 0.9027, relative_absolute_error: 0.8447, root_mean_prior_squared_error: 0.2398, root_mean_squared_error: 0.3119, root_relative_squared_error: 1.3009,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9009, f_measure: 0.9739, kappa: 0.7767, kb_relative_information_score: 2526.7718, mean_absolute_error: 0.0265, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, precision: 0.9744, predictive_accuracy: 0.9735, prior_entropy: 0.3333, recall: 0.9735, relative_absolute_error: 0.2302, root_mean_prior_squared_error: 0.2398, root_mean_squared_error: 0.1628, root_relative_squared_error: 0.6791,
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: 0.8478, f_measure: 0.9682, kappa: 0.7188, kb_relative_information_score: 2304.4935, mean_absolute_error: 0.0313, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, precision: 0.9678, predictive_accuracy: 0.9687, prior_entropy: 0.3333, recall: 0.9687, relative_absolute_error: 0.2716, root_mean_prior_squared_error: 0.2398, root_mean_squared_error: 0.1769, root_relative_squared_error: 0.7377,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5015, f_measure: 0.9045, kappa: 0.0045, kb_relative_information_score: 328.6865, mean_absolute_error: 0.0737, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, precision: 0.8859, predictive_accuracy: 0.9263, prior_entropy: 0.3333, recall: 0.9263, relative_absolute_error: 0.6399, root_mean_prior_squared_error: 0.2398, root_mean_squared_error: 0.2715, root_relative_squared_error: 1.1322,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5476, f_measure: 0.9038, kappa: 0.1089, kb_relative_information_score: -412.2412, mean_absolute_error: 0.0896, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, precision: 0.8979, predictive_accuracy: 0.9104, prior_entropy: 0.3333, recall: 0.9104, relative_absolute_error: 0.7779, root_mean_prior_squared_error: 0.2398, root_mean_squared_error: 0.2993, root_relative_squared_error: 1.2485,
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: 0.8317, f_measure: 0.9712, kappa: 0.7364, 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: 0.8977, f_measure: 0.972, kappa: 0.7616, kb_relative_information_score: 2427.9815, mean_absolute_error: 0.0286, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, precision: 0.9728, 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: 0.5, 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: 0.8643, f_measure: 0.976, kappa: 0.7841, kb_relative_information_score: 2687.3061, mean_absolute_error: 0.0231, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, precision: 0.9759, predictive_accuracy: 0.9769, prior_entropy: 0.3333, recall: 0.9769, relative_absolute_error: 0.2002, root_mean_prior_squared_error: 0.2398, root_mean_squared_error: 0.1519, root_relative_squared_error: 0.6334,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5526, f_measure: 0.9012, kappa: 0.1125, kb_relative_information_score: -683.9146, mean_absolute_error: 0.0954, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, precision: 0.898, predictive_accuracy: 0.9046, prior_entropy: 0.3333, recall: 0.9046, relative_absolute_error: 0.8286, root_mean_prior_squared_error: 0.2398, root_mean_squared_error: 0.3089, root_relative_squared_error: 1.2885,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8977, f_measure: 0.972, kappa: 0.7616, kb_relative_information_score: 2427.9815, mean_absolute_error: 0.0286, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, precision: 0.9728, 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: 0.5736, f_measure: 0.9021, kappa: 0.1475, kb_relative_information_score: -795.0538, mean_absolute_error: 0.0978, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, precision: 0.902, 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: 0.834, f_measure: 0.9717, kappa: 0.7415, kb_relative_information_score: 2514.423, mean_absolute_error: 0.0268, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, precision: 0.9716, 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: 0.8692, f_measure: 0.9743, kappa: 0.7712, kb_relative_information_score: 2588.5158, mean_absolute_error: 0.0252, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, precision: 0.9739, predictive_accuracy: 0.9748, prior_entropy: 0.3333, recall: 0.9748, relative_absolute_error: 0.2187, root_mean_prior_squared_error: 0.2398, root_mean_squared_error: 0.1587, root_relative_squared_error: 0.6619,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8431, f_measure: 0.9704, kappa: 0.7337, kb_relative_information_score: 2427.9815, mean_absolute_error: 0.0286, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, precision: 0.9699, 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: 0.6953, f_measure: 0.9523, kappa: 0.527, kb_relative_information_score: 1884.6345, mean_absolute_error: 0.0403, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, precision: 0.957, 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: 0.8249, f_measure: 0.9697, kappa: 0.723, kb_relative_information_score: 2427.9815, mean_absolute_error: 0.0286, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, precision: 0.9695, 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: 0.8252, f_measure: 0.9702, kappa: 0.7269, kb_relative_information_score: 2452.679, mean_absolute_error: 0.0281, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, precision: 0.9701, 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: 0.5, 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: 0.9027, f_measure: 0.977, kappa: 0.8006, kb_relative_information_score: 2687.3061, mean_absolute_error: 0.0231, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, precision: 0.9771, predictive_accuracy: 0.9769, prior_entropy: 0.3333, recall: 0.9769, relative_absolute_error: 0.2002, root_mean_prior_squared_error: 0.2398, root_mean_squared_error: 0.1519, root_relative_squared_error: 0.6334,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7092, f_measure: 0.9328, kappa: 0.4167, kb_relative_information_score: 625.0575, mean_absolute_error: 0.0673, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, precision: 0.9329, predictive_accuracy: 0.9327, prior_entropy: 0.3333, recall: 0.9327, relative_absolute_error: 0.5846, root_mean_prior_squared_error: 0.2398, root_mean_squared_error: 0.2595, root_relative_squared_error: 1.0823,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8354, f_measure: 0.9708, kappa: 0.7348, kb_relative_information_score: 2465.0278, mean_absolute_error: 0.0278, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, precision: 0.9705, 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: 0.8297, 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: 0.8699, f_measure: 0.9755, kappa: 0.781, kb_relative_information_score: 2650.2597, mean_absolute_error: 0.0239, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, precision: 0.9752, predictive_accuracy: 0.9761, prior_entropy: 0.3333, recall: 0.9761, relative_absolute_error: 0.2071, root_mean_prior_squared_error: 0.2398, root_mean_squared_error: 0.1545, root_relative_squared_error: 0.6442,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8295, f_measure: 0.9709, kappa: 0.7332, kb_relative_information_score: 2477.3766, mean_absolute_error: 0.0276, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, precision: 0.9707, predictive_accuracy: 0.9724, prior_entropy: 0.3333, recall: 0.9724, relative_absolute_error: 0.2394, root_mean_prior_squared_error: 0.2398, root_mean_squared_error: 0.166, root_relative_squared_error: 0.6925,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7631, f_measure: 0.9618, kappa: 0.6371, kb_relative_information_score: 2156.308, mean_absolute_error: 0.0345, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, precision: 0.9628, predictive_accuracy: 0.9655, prior_entropy: 0.3333, recall: 0.9655, relative_absolute_error: 0.2992, root_mean_prior_squared_error: 0.2398, root_mean_squared_error: 0.1856, root_relative_squared_error: 0.7743,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8623, f_measure: 0.9726, kappa: 0.7568, kb_relative_information_score: 2514.423, mean_absolute_error: 0.0268, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, precision: 0.9723, 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: 0.8249, f_measure: 0.9697, kappa: 0.723, kb_relative_information_score: 2427.9815, mean_absolute_error: 0.0286, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, precision: 0.9695, 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: 0.78, f_measure: 0.9638, kappa: 0.6602, kb_relative_information_score: 2218.052, mean_absolute_error: 0.0331, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, precision: 0.9642, predictive_accuracy: 0.9669, prior_entropy: 0.3333, recall: 0.9669, relative_absolute_error: 0.2877, root_mean_prior_squared_error: 0.2398, root_mean_squared_error: 0.182, root_relative_squared_error: 0.7592,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8446, f_measure: 0.9663, kappa: 0.7035, kb_relative_information_score: 2205.7032, mean_absolute_error: 0.0334, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, precision: 0.966, predictive_accuracy: 0.9666, prior_entropy: 0.3333, recall: 0.9666, relative_absolute_error: 0.29, root_mean_prior_squared_error: 0.2398, root_mean_squared_error: 0.1828, root_relative_squared_error: 0.7623,
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: 0.8324, f_measure: 0.9624, kappa: 0.6716, kb_relative_information_score: 2020.4713, mean_absolute_error: 0.0374, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, precision: 0.9622, predictive_accuracy: 0.9626, prior_entropy: 0.3333, recall: 0.9626, relative_absolute_error: 0.3245, root_mean_prior_squared_error: 0.2398, root_mean_squared_error: 0.1933, root_relative_squared_error: 0.8064,
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: 0.551, f_measure: 0.9015, kappa: 0.1103, kb_relative_information_score: -646.8683, mean_absolute_error: 0.0946, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, precision: 0.8978, predictive_accuracy: 0.9054, prior_entropy: 0.3333, recall: 0.9054, relative_absolute_error: 0.8217, root_mean_prior_squared_error: 0.2398, root_mean_squared_error: 0.3076, root_relative_squared_error: 1.2831,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5966, f_measure: 0.9074, kappa: 0.1937, kb_relative_information_score: -548.0779, mean_absolute_error: 0.0925, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, precision: 0.9073, predictive_accuracy: 0.9075, prior_entropy: 0.3333, recall: 0.9075, relative_absolute_error: 0.8033, root_mean_prior_squared_error: 0.2398, root_mean_squared_error: 0.3042, root_relative_squared_error: 1.2686,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.765, f_measure: 0.9617, kappa: 0.637, kb_relative_information_score: 2143.9592, mean_absolute_error: 0.0347, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, precision: 0.9624, predictive_accuracy: 0.9653, prior_entropy: 0.3333, recall: 0.9653, relative_absolute_error: 0.3015, root_mean_prior_squared_error: 0.2398, root_mean_squared_error: 0.1864, root_relative_squared_error: 0.7772,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5702, f_measure: 0.9268, kappa: 0.2272, kb_relative_information_score: 1205.4508, mean_absolute_error: 0.0549, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, precision: 0.937, predictive_accuracy: 0.9451, prior_entropy: 0.3333, recall: 0.9451, relative_absolute_error: 0.4764, root_mean_prior_squared_error: 0.2398, root_mean_squared_error: 0.2343, root_relative_squared_error: 0.977,
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: 0.4678, 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: 0.5561, f_measure: 0.9053, kappa: 0.1269, kb_relative_information_score: -375.1948, mean_absolute_error: 0.0888, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, precision: 0.8999, predictive_accuracy: 0.9112, prior_entropy: 0.3333, recall: 0.9112, relative_absolute_error: 0.771, root_mean_prior_squared_error: 0.2398, root_mean_squared_error: 0.298, root_relative_squared_error: 1.2429,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5603, f_measure: 0.8995, kappa: 0.1219, kb_relative_information_score: -893.8441, mean_absolute_error: 0.0999, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, precision: 0.899, predictive_accuracy: 0.9001, prior_entropy: 0.3333, recall: 0.9001, relative_absolute_error: 0.8677, root_mean_prior_squared_error: 0.2398, root_mean_squared_error: 0.3161, root_relative_squared_error: 1.3185,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.823, f_measure: 0.9699, kappa: 0.7237, kb_relative_information_score: 2440.3302, mean_absolute_error: 0.0284, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, precision: 0.9698, 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: 0.9046, f_measure: 0.9768, kappa: 0.7995, kb_relative_information_score: 2674.9573, mean_absolute_error: 0.0233, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, precision: 0.977, predictive_accuracy: 0.9767, prior_entropy: 0.3333, recall: 0.9767, relative_absolute_error: 0.2025, root_mean_prior_squared_error: 0.2398, root_mean_squared_error: 0.1527, root_relative_squared_error: 0.637,
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: 0.6017, f_measure: 0.9357, kappa: 0.3241, kb_relative_information_score: 1489.4731, mean_absolute_error: 0.0488, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, precision: 0.9536, predictive_accuracy: 0.9512, prior_entropy: 0.3333, recall: 0.9512, relative_absolute_error: 0.4235, root_mean_prior_squared_error: 0.2398, root_mean_squared_error: 0.2209, root_relative_squared_error: 0.9211,
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: 0.6056, f_measure: 0.9092, kappa: 0.2107, kb_relative_information_score: -473.9851, mean_absolute_error: 0.0909, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, precision: 0.9093, predictive_accuracy: 0.9091, prior_entropy: 0.3333, recall: 0.9091, relative_absolute_error: 0.7895, root_mean_prior_squared_error: 0.2398, root_mean_squared_error: 0.3016, root_relative_squared_error: 1.2577,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9008, f_measure: 0.9806, kappa: 0.8284, kb_relative_information_score: 2872.538, mean_absolute_error: 0.0191, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, precision: 0.9804, predictive_accuracy: 0.9809, prior_entropy: 0.3333, recall: 0.9809, relative_absolute_error: 0.1657, root_mean_prior_squared_error: 0.2398, root_mean_squared_error: 0.1382, root_relative_squared_error: 0.5762,
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: 0.5649, f_measure: 0.9027, kappa: 0.1355, kb_relative_information_score: -671.5658, mean_absolute_error: 0.0952, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, precision: 0.9006, predictive_accuracy: 0.9048, prior_entropy: 0.3333, recall: 0.9048, relative_absolute_error: 0.8263, root_mean_prior_squared_error: 0.2398, root_mean_squared_error: 0.3085, root_relative_squared_error: 1.2867,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5779, f_measure: 0.9028, kappa: 0.1555, kb_relative_information_score: -770.3562, mean_absolute_error: 0.0973, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, precision: 0.9029, predictive_accuracy: 0.9027, prior_entropy: 0.3333, recall: 0.9027, relative_absolute_error: 0.8447, root_mean_prior_squared_error: 0.2398, root_mean_squared_error: 0.3119, root_relative_squared_error: 1.3009,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5801, f_measure: 0.9032, kappa: 0.1595, kb_relative_information_score: -758.0074, mean_absolute_error: 0.097, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, precision: 0.9034, predictive_accuracy: 0.903, prior_entropy: 0.3333, recall: 0.903, relative_absolute_error: 0.8424, root_mean_prior_squared_error: 0.2398, root_mean_squared_error: 0.3115, root_relative_squared_error: 1.2991,
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: 0.5763, f_measure: 0.9031, kappa: 0.1539, kb_relative_information_score: -733.3098, mean_absolute_error: 0.0965, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, precision: 0.9027, 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: 0.5541, f_measure: 0.9008, kappa: 0.1141, kb_relative_information_score: -733.3098, mean_absolute_error: 0.0965, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, precision: 0.8982, 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: 0.5781, f_measure: 0.903, kappa: 0.1561, kb_relative_information_score: -758.0074, mean_absolute_error: 0.097, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, precision: 0.903, predictive_accuracy: 0.903, prior_entropy: 0.3333, recall: 0.903, relative_absolute_error: 0.8424, root_mean_prior_squared_error: 0.2398, root_mean_squared_error: 0.3115, root_relative_squared_error: 1.2991,
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: 0.8099, f_measure: 0.9677, kappa: 0.7022, kb_relative_information_score: 2353.8887, mean_absolute_error: 0.0302, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, precision: 0.9677, predictive_accuracy: 0.9698, prior_entropy: 0.3333, recall: 0.9698, relative_absolute_error: 0.2624, root_mean_prior_squared_error: 0.2398, root_mean_squared_error: 0.1738, root_relative_squared_error: 0.7251,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5733, f_measure: 0.9017, kappa: 0.1463, kb_relative_information_score: -819.7514, mean_absolute_error: 0.0984, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, precision: 0.9018, predictive_accuracy: 0.9016, prior_entropy: 0.3333, recall: 0.9016, relative_absolute_error: 0.8539, root_mean_prior_squared_error: 0.2398, root_mean_squared_error: 0.3136, root_relative_squared_error: 1.308,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.857, f_measure: 0.9737, kappa: 0.7633, kb_relative_information_score: 2576.167, mean_absolute_error: 0.0255, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, precision: 0.9733, 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: 0.8903, f_measure: 0.9762, kappa: 0.7918, kb_relative_information_score: 2662.6085, mean_absolute_error: 0.0236, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, precision: 0.9761, 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: 0.6515, f_measure: 0.9464, kappa: 0.4494, kb_relative_information_score: 1773.4954, mean_absolute_error: 0.0427, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, precision: 0.9592, 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: 0.8276, f_measure: 0.971, kappa: 0.734, 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: 0.5591, f_measure: 0.9024, kappa: 0.1256, kb_relative_information_score: -646.8683, mean_absolute_error: 0.0946, mean_prior_absolute_error: 0.1152, number_of_instances: 3772, precision: 0.8995, predictive_accuracy: 0.9054, prior_entropy: 0.3333, recall: 0.9054, relative_absolute_error: 0.8217, root_mean_prior_squared_error: 0.2398, root_mean_squared_error: 0.3076, root_relative_squared_error: 1.2831,

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