OpenML
Supervised Classification on mfeat-factors

Supervised Classification on mfeat-factors

Task 12 Supervised Classification mfeat-factors 24936 runs submitted
0 likes downloaded by 0 people , 0 total downloads 0 issues
Visibility: Public
  • at2 basic OpenML-CC18 OpenML100 study_1 study_107 study_123 study_14 study_218 study_41 study_50 study_7 study_70 study_73 study_98 study_99 under100k under1m
Issue #Downvotes for this reason By


Metric:

24936 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: 0.9994, f_measure: 0.976, kappa: 0.9733, kb_relative_information_score: 0.95, mean_absolute_error: 0.0152, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9762, predictive_accuracy: 0.976, prior_entropy: 3.3219, recall: 0.976, relative_absolute_error: 0.0847, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0675, root_relative_squared_error: 0.2251,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.9755, kappa: 0.9728, kb_relative_information_score: 0.9528, mean_absolute_error: 0.0158, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9757, predictive_accuracy: 0.9755, prior_entropy: 3.3219, recall: 0.9755, relative_absolute_error: 0.088, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0638, root_relative_squared_error: 0.2127,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9988, f_measure: 0.9552, kappa: 0.9489, kb_relative_information_score: 0.9112, mean_absolute_error: 0.0238, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9597, predictive_accuracy: 0.954, prior_entropy: 3.3219, recall: 0.954, relative_absolute_error: 0.1321, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.092, root_relative_squared_error: 0.3067,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9988, f_measure: 0.974, kappa: 0.9711, kb_relative_information_score: 0.9525, mean_absolute_error: 0.0151, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9741, predictive_accuracy: 0.974, prior_entropy: 3.3219, recall: 0.974, relative_absolute_error: 0.0837, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0666, root_relative_squared_error: 0.2221,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9992, f_measure: 0.9785, kappa: 0.9761, kb_relative_information_score: 0.9594, mean_absolute_error: 0.0131, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9786, predictive_accuracy: 0.9785, prior_entropy: 3.3219, recall: 0.9785, relative_absolute_error: 0.0728, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0609, root_relative_squared_error: 0.2029,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, f_measure: 0.9795, kappa: 0.9772, kb_relative_information_score: 0.9544, mean_absolute_error: 0.0154, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9796, predictive_accuracy: 0.9795, prior_entropy: 3.3219, recall: 0.9795, relative_absolute_error: 0.0854, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0625, root_relative_squared_error: 0.2082,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9976, f_measure: 0.9575, kappa: 0.9528, kb_relative_information_score: 0.9279, mean_absolute_error: 0.0227, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9578, predictive_accuracy: 0.9575, prior_entropy: 3.3219, recall: 0.9575, relative_absolute_error: 0.1261, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0861, root_relative_squared_error: 0.287,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9992, f_measure: 0.98, kappa: 0.9778, kb_relative_information_score: 0.9561, mean_absolute_error: 0.0149, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9801, predictive_accuracy: 0.98, prior_entropy: 3.3219, recall: 0.98, relative_absolute_error: 0.0827, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0608, root_relative_squared_error: 0.2026,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9984, f_measure: 0.9449, kappa: 0.9361, kb_relative_information_score: 0.8912, mean_absolute_error: 0.0285, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9528, predictive_accuracy: 0.9425, prior_entropy: 3.3219, recall: 0.9425, relative_absolute_error: 0.1582, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1025, root_relative_squared_error: 0.3417,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9979, f_measure: 0.9675, kappa: 0.9639, kb_relative_information_score: 0.9454, mean_absolute_error: 0.0168, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9677, predictive_accuracy: 0.9675, prior_entropy: 3.3219, recall: 0.9675, relative_absolute_error: 0.0934, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0722, root_relative_squared_error: 0.2405,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, f_measure: 0.9775, kappa: 0.975, kb_relative_information_score: 0.9563, mean_absolute_error: 0.0141, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9777, predictive_accuracy: 0.9775, prior_entropy: 3.3219, recall: 0.9775, relative_absolute_error: 0.0781, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0619, root_relative_squared_error: 0.2064,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, f_measure: 0.9795, kappa: 0.9772, kb_relative_information_score: 0.9544, mean_absolute_error: 0.0154, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9796, predictive_accuracy: 0.9795, prior_entropy: 3.3219, recall: 0.9795, relative_absolute_error: 0.0854, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0625, root_relative_squared_error: 0.2082,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9755, kappa: 0.9728, kb_relative_information_score: 0.9537, mean_absolute_error: 0.0144, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9757, predictive_accuracy: 0.9755, prior_entropy: 3.3219, recall: 0.9755, relative_absolute_error: 0.0801, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0644, root_relative_squared_error: 0.2148,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9992, f_measure: 0.9795, kappa: 0.9772, kb_relative_information_score: 0.9572, mean_absolute_error: 0.0142, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9796, predictive_accuracy: 0.9795, prior_entropy: 3.3219, recall: 0.9795, relative_absolute_error: 0.0787, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0614, root_relative_squared_error: 0.2048,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9992, f_measure: 0.979, kappa: 0.9767, kb_relative_information_score: 0.9582, mean_absolute_error: 0.0136, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9791, predictive_accuracy: 0.979, prior_entropy: 3.3219, recall: 0.979, relative_absolute_error: 0.0753, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0607, root_relative_squared_error: 0.2022,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4942, kappa: 0.0006, kb_relative_information_score: 0.0009, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.18, number_of_instances: 2000, predictive_accuracy: 0.1005, prior_entropy: 3.3219, recall: 0.1005, relative_absolute_error: 1.0002, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3001, root_relative_squared_error: 1.0003,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9687, f_measure: 0.72, kappa: 0.7217, kb_relative_information_score: 0.3641, mean_absolute_error: 0.1519, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.8088, predictive_accuracy: 0.7495, prior_entropy: 3.3219, recall: 0.7495, relative_absolute_error: 0.8439, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2606, root_relative_squared_error: 0.8687,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9986, f_measure: 0.9557, kappa: 0.9506, kb_relative_information_score: 0.931, mean_absolute_error: 0.02, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9566, predictive_accuracy: 0.9555, prior_entropy: 3.3219, recall: 0.9555, relative_absolute_error: 0.1112, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0842, root_relative_squared_error: 0.2806,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4963, kb_relative_information_score: 0.0042, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.18, number_of_instances: 2000, predictive_accuracy: 0.1, prior_entropy: 3.3219, recall: 0.1, relative_absolute_error: 1.0001, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3, root_relative_squared_error: 1.0001,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.497, kappa: 0.0044, kb_relative_information_score: 0.0013, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.18, number_of_instances: 2000, predictive_accuracy: 0.104, prior_entropy: 3.3219, recall: 0.104, relative_absolute_error: 1.0001, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3, root_relative_squared_error: 1.0002,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9974, f_measure: 0.9159, kappa: 0.8978, kb_relative_information_score: 0.8189, mean_absolute_error: 0.0456, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.938, predictive_accuracy: 0.908, prior_entropy: 3.3219, recall: 0.908, relative_absolute_error: 0.2533, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1334, root_relative_squared_error: 0.4447,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6959, f_measure: 0.283, kappa: 0.1822, kb_relative_information_score: 0.0106, mean_absolute_error: 0.1792, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.5893, predictive_accuracy: 0.264, prior_entropy: 3.3219, recall: 0.264, relative_absolute_error: 0.9958, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2989, root_relative_squared_error: 0.9965,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9609, f_measure: 0.7307, kappa: 0.6433, kb_relative_information_score: 0.3273, mean_absolute_error: 0.141, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.8894, predictive_accuracy: 0.679, prior_entropy: 3.3219, recall: 0.679, relative_absolute_error: 0.7833, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2551, root_relative_squared_error: 0.8504,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9755, kappa: 0.9728, kb_relative_information_score: 0.9488, mean_absolute_error: 0.0155, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9757, predictive_accuracy: 0.9755, prior_entropy: 3.3219, recall: 0.9755, relative_absolute_error: 0.0862, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0685, root_relative_squared_error: 0.2282,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4961, kappa: 0.0044, kb_relative_information_score: 0.0016, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.18, number_of_instances: 2000, predictive_accuracy: 0.104, prior_entropy: 3.3219, recall: 0.104, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3, root_relative_squared_error: 1.0001,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.976, kappa: 0.9733, kb_relative_information_score: 0.9514, mean_absolute_error: 0.0149, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9762, predictive_accuracy: 0.976, prior_entropy: 3.3219, recall: 0.976, relative_absolute_error: 0.0829, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0663, root_relative_squared_error: 0.2211,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9993, f_measure: 0.9746, kappa: 0.9717, kb_relative_information_score: 0.9543, mean_absolute_error: 0.0144, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9747, predictive_accuracy: 0.9745, prior_entropy: 3.3219, recall: 0.9745, relative_absolute_error: 0.0798, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0648, root_relative_squared_error: 0.2159,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8442, f_measure: 0.4243, kappa: 0.3611, kb_relative_information_score: 0.1986, mean_absolute_error: 0.1677, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.4608, predictive_accuracy: 0.425, prior_entropy: 3.3219, recall: 0.425, relative_absolute_error: 0.9314, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2835, root_relative_squared_error: 0.9451,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.973, kappa: 0.97, kb_relative_information_score: 0.951, mean_absolute_error: 0.0159, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9733, predictive_accuracy: 0.973, prior_entropy: 3.3219, recall: 0.973, relative_absolute_error: 0.0881, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0675, root_relative_squared_error: 0.2249,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4942, kappa: 0.0006, kb_relative_information_score: 0.0008, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.18, number_of_instances: 2000, predictive_accuracy: 0.1005, prior_entropy: 3.3219, recall: 0.1005, relative_absolute_error: 1.0002, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3001, root_relative_squared_error: 1.0003,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9984, f_measure: 0.9449, kappa: 0.9361, kb_relative_information_score: 0.891, mean_absolute_error: 0.0285, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9528, predictive_accuracy: 0.9425, prior_entropy: 3.3219, recall: 0.9425, relative_absolute_error: 0.1584, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1026, root_relative_squared_error: 0.342,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.9634, kappa: 0.9589, kb_relative_information_score: 0.9309, mean_absolute_error: 0.0194, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9647, predictive_accuracy: 0.963, prior_entropy: 3.3219, recall: 0.963, relative_absolute_error: 0.1078, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0808, root_relative_squared_error: 0.2693,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9979, f_measure: 0.9244, kappa: 0.9117, kb_relative_information_score: 0.8274, mean_absolute_error: 0.0448, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.939, predictive_accuracy: 0.9205, prior_entropy: 3.3219, recall: 0.9205, relative_absolute_error: 0.2488, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1297, root_relative_squared_error: 0.4324,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9993, f_measure: 0.982, kappa: 0.98, kb_relative_information_score: 0.9588, mean_absolute_error: 0.0139, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9821, predictive_accuracy: 0.982, prior_entropy: 3.3219, recall: 0.982, relative_absolute_error: 0.0772, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0588, root_relative_squared_error: 0.196,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4943, kappa: 0.0033, kb_relative_information_score: 0.001, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.18, number_of_instances: 2000, predictive_accuracy: 0.103, prior_entropy: 3.3219, recall: 0.103, relative_absolute_error: 1.0002, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3001, root_relative_squared_error: 1.0002,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.978, kappa: 0.9756, kb_relative_information_score: 0.9571, mean_absolute_error: 0.0137, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9781, predictive_accuracy: 0.978, prior_entropy: 3.3219, recall: 0.978, relative_absolute_error: 0.0759, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0615, root_relative_squared_error: 0.205,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9874, f_measure: 0.8162, kappa: 0.7506, kb_relative_information_score: 0.5523, mean_absolute_error: 0.1025, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9247, predictive_accuracy: 0.7755, prior_entropy: 3.3219, recall: 0.7755, relative_absolute_error: 0.5697, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2098, root_relative_squared_error: 0.6993,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.975, kappa: 0.9722, kb_relative_information_score: 0.9553, mean_absolute_error: 0.0142, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9751, predictive_accuracy: 0.975, prior_entropy: 3.3219, recall: 0.975, relative_absolute_error: 0.0786, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0648, root_relative_squared_error: 0.2159,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, f_measure: 0.98, kappa: 0.9778, kb_relative_information_score: 0.9552, mean_absolute_error: 0.0151, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9801, predictive_accuracy: 0.98, prior_entropy: 3.3219, recall: 0.98, relative_absolute_error: 0.0841, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0616, root_relative_squared_error: 0.2053,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9992, f_measure: 0.9711, kappa: 0.9678, kb_relative_information_score: 0.942, mean_absolute_error: 0.017, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9715, predictive_accuracy: 0.971, prior_entropy: 3.3219, recall: 0.971, relative_absolute_error: 0.0946, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0736, root_relative_squared_error: 0.2453,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4969, kappa: 0.0039, kb_relative_information_score: 0.0017, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.18, number_of_instances: 2000, predictive_accuracy: 0.1035, prior_entropy: 3.3219, recall: 0.1035, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3, root_relative_squared_error: 1.0001,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.981, kappa: 0.9789, kb_relative_information_score: 0.9611, mean_absolute_error: 0.0129, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.981, predictive_accuracy: 0.981, prior_entropy: 3.3219, recall: 0.981, relative_absolute_error: 0.0714, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0576, root_relative_squared_error: 0.1921,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.718, f_measure: 0.2942, kappa: 0.1967, kb_relative_information_score: 0.0141, mean_absolute_error: 0.179, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.6001, predictive_accuracy: 0.277, prior_entropy: 3.3219, recall: 0.277, relative_absolute_error: 0.9945, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2986, root_relative_squared_error: 0.9954,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.998, f_measure: 0.9705, kappa: 0.9672, kb_relative_information_score: 0.9477, mean_absolute_error: 0.0162, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9706, predictive_accuracy: 0.9705, prior_entropy: 3.3219, recall: 0.9705, relative_absolute_error: 0.0898, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0705, root_relative_squared_error: 0.2351,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9479, f_measure: 0.7139, kappa: 0.6211, kb_relative_information_score: 0.2665, mean_absolute_error: 0.1499, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.8839, predictive_accuracy: 0.659, prior_entropy: 3.3219, recall: 0.659, relative_absolute_error: 0.8328, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2653, root_relative_squared_error: 0.8845,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9986, f_measure: 0.969, kappa: 0.9656, kb_relative_information_score: 0.9408, mean_absolute_error: 0.0191, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9693, predictive_accuracy: 0.969, prior_entropy: 3.3219, recall: 0.969, relative_absolute_error: 0.1064, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0746, root_relative_squared_error: 0.2485,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9896, f_measure: 0.8763, kappa: 0.8617, kb_relative_information_score: 0.8282, mean_absolute_error: 0.0513, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.8788, predictive_accuracy: 0.8755, prior_entropy: 3.3219, recall: 0.8755, relative_absolute_error: 0.2852, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1416, root_relative_squared_error: 0.4721,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4955, kappa: 0.0011, kb_relative_information_score: 0.0011, mean_absolute_error: 0.1801, mean_prior_absolute_error: 0.18, number_of_instances: 2000, predictive_accuracy: 0.101, prior_entropy: 3.3219, recall: 0.101, relative_absolute_error: 1.0003, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3001, root_relative_squared_error: 1.0004,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9992, f_measure: 0.9687, kappa: 0.965, kb_relative_information_score: 0.9389, mean_absolute_error: 0.0177, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9692, predictive_accuracy: 0.9685, prior_entropy: 3.3219, recall: 0.9685, relative_absolute_error: 0.0982, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0757, root_relative_squared_error: 0.2522,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9085, f_measure: 0.4483, kappa: 0.385, kb_relative_information_score: 0.4473, mean_absolute_error: 0.1377, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.4872, predictive_accuracy: 0.4465, prior_entropy: 3.3219, recall: 0.4465, relative_absolute_error: 0.765, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2558, root_relative_squared_error: 0.8528,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9795, kappa: 0.9772, kb_relative_information_score: 0.9599, mean_absolute_error: 0.013, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9795, predictive_accuracy: 0.9795, prior_entropy: 3.3219, recall: 0.9795, relative_absolute_error: 0.0723, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.059, root_relative_squared_error: 0.1966,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9775, kappa: 0.975, kb_relative_information_score: 0.9557, mean_absolute_error: 0.014, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9776, predictive_accuracy: 0.9775, prior_entropy: 3.3219, recall: 0.9775, relative_absolute_error: 0.0776, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0627, root_relative_squared_error: 0.2089,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9993, f_measure: 0.9721, kappa: 0.9689, kb_relative_information_score: 0.9512, mean_absolute_error: 0.0151, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9723, predictive_accuracy: 0.972, prior_entropy: 3.3219, recall: 0.972, relative_absolute_error: 0.084, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0675, root_relative_squared_error: 0.225,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, f_measure: 0.9795, kappa: 0.9772, kb_relative_information_score: 0.9546, mean_absolute_error: 0.0153, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9796, predictive_accuracy: 0.9795, prior_entropy: 3.3219, recall: 0.9795, relative_absolute_error: 0.0851, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0622, root_relative_squared_error: 0.2073,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, f_measure: 0.98, kappa: 0.9778, kb_relative_information_score: 0.9553, mean_absolute_error: 0.0151, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9801, predictive_accuracy: 0.98, prior_entropy: 3.3219, recall: 0.98, relative_absolute_error: 0.0839, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0615, root_relative_squared_error: 0.2049,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9984, f_measure: 0.9435, kappa: 0.9344, kb_relative_information_score: 0.8874, mean_absolute_error: 0.0294, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9518, predictive_accuracy: 0.941, prior_entropy: 3.3219, recall: 0.941, relative_absolute_error: 0.1631, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1044, root_relative_squared_error: 0.3479,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.976, kappa: 0.9733, kb_relative_information_score: 0.9545, mean_absolute_error: 0.0142, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9761, predictive_accuracy: 0.976, prior_entropy: 3.3219, recall: 0.976, relative_absolute_error: 0.0792, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0638, root_relative_squared_error: 0.2127,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8924, f_measure: 0.5904, kappa: 0.5022, kb_relative_information_score: 0.1374, mean_absolute_error: 0.1661, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.7979, predictive_accuracy: 0.552, prior_entropy: 3.3219, recall: 0.552, relative_absolute_error: 0.9229, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2839, root_relative_squared_error: 0.9464,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9985, f_measure: 0.9715, kappa: 0.9683, kb_relative_information_score: 0.9464, mean_absolute_error: 0.0171, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9716, predictive_accuracy: 0.9715, prior_entropy: 3.3219, recall: 0.9715, relative_absolute_error: 0.0949, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0709, root_relative_squared_error: 0.2365,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.497, kappa: 0.0044, kb_relative_information_score: 0.0015, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.18, number_of_instances: 2000, predictive_accuracy: 0.104, prior_entropy: 3.3219, recall: 0.104, relative_absolute_error: 1.0001, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3, root_relative_squared_error: 1.0001,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4959, kappa: 0.0017, kb_relative_information_score: 0.0007, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.18, number_of_instances: 2000, predictive_accuracy: 0.1015, prior_entropy: 3.3219, recall: 0.1015, relative_absolute_error: 1.0003, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3001, root_relative_squared_error: 1.0003,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9983, f_measure: 0.97, kappa: 0.9667, kb_relative_information_score: 0.9694, mean_absolute_error: 0.007, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9702, predictive_accuracy: 0.97, prior_entropy: 3.3219, recall: 0.97, relative_absolute_error: 0.0387, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0692, root_relative_squared_error: 0.2307,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9869, f_measure: 0.9765, kappa: 0.9739, kb_relative_information_score: 0.9754, mean_absolute_error: 0.0047, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9767, predictive_accuracy: 0.9765, prior_entropy: 3.3219, recall: 0.9765, relative_absolute_error: 0.0261, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0686, root_relative_squared_error: 0.2285,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9987, f_measure: 0.9725, kappa: 0.9694, kb_relative_information_score: 0.9703, mean_absolute_error: 0.0068, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9727, predictive_accuracy: 0.9725, prior_entropy: 3.3219, recall: 0.9725, relative_absolute_error: 0.0379, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0679, root_relative_squared_error: 0.2262,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.9725, kappa: 0.9694, kb_relative_information_score: 0.9709, mean_absolute_error: 0.0066, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9727, predictive_accuracy: 0.9725, prior_entropy: 3.3219, recall: 0.9725, relative_absolute_error: 0.0368, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0677, root_relative_squared_error: 0.2257,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.976, kappa: 0.9733, kb_relative_information_score: 0.9745, mean_absolute_error: 0.0064, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9761, predictive_accuracy: 0.976, prior_entropy: 3.3219, recall: 0.976, relative_absolute_error: 0.0353, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0614, root_relative_squared_error: 0.2045,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9794, f_measure: 0.963, kappa: 0.9589, kb_relative_information_score: 0.9613, mean_absolute_error: 0.0074, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9631, predictive_accuracy: 0.963, prior_entropy: 3.3219, recall: 0.963, relative_absolute_error: 0.0411, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.086, root_relative_squared_error: 0.2867,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9957, f_measure: 0.9475, kappa: 0.9417, kb_relative_information_score: 0.8953, mean_absolute_error: 0.0336, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9482, predictive_accuracy: 0.9475, prior_entropy: 3.3219, recall: 0.9475, relative_absolute_error: 0.1865, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1053, root_relative_squared_error: 0.351,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9369, f_measure: 0.8867, kappa: 0.8739, kb_relative_information_score: 0.8813, mean_absolute_error: 0.0227, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.8872, predictive_accuracy: 0.8865, prior_entropy: 3.3219, recall: 0.8865, relative_absolute_error: 0.1261, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1507, root_relative_squared_error: 0.5022,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9369, f_measure: 0.8867, kappa: 0.8739, kb_relative_information_score: 0.8813, mean_absolute_error: 0.0227, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.8872, predictive_accuracy: 0.8865, prior_entropy: 3.3219, recall: 0.8865, relative_absolute_error: 0.1261, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1507, root_relative_squared_error: 0.5022,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9369, f_measure: 0.8867, kappa: 0.8739, kb_relative_information_score: 0.8813, mean_absolute_error: 0.0227, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.8872, predictive_accuracy: 0.8865, prior_entropy: 3.3219, recall: 0.8865, relative_absolute_error: 0.1261, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1507, root_relative_squared_error: 0.5022,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9369, f_measure: 0.8867, kappa: 0.8739, kb_relative_information_score: 0.8813, mean_absolute_error: 0.0227, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.8872, predictive_accuracy: 0.8865, prior_entropy: 3.3219, recall: 0.8865, relative_absolute_error: 0.1261, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1507, root_relative_squared_error: 0.5022,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9973, f_measure: 0.9606, kappa: 0.9561, kb_relative_information_score: 0.9585, mean_absolute_error: 0.01, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9609, predictive_accuracy: 0.9605, prior_entropy: 3.3219, recall: 0.9605, relative_absolute_error: 0.0554, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.078, root_relative_squared_error: 0.26,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9941, f_measure: 0.9659, kappa: 0.9622, kb_relative_information_score: 0.9629, mean_absolute_error: 0.0103, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9663, predictive_accuracy: 0.966, prior_entropy: 3.3219, recall: 0.966, relative_absolute_error: 0.0571, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0731, root_relative_squared_error: 0.2438,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9912, f_measure: 0.8819, kappa: 0.8689, kb_relative_information_score: 0.8805, mean_absolute_error: 0.0234, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.8841, predictive_accuracy: 0.882, prior_entropy: 3.3219, recall: 0.882, relative_absolute_error: 0.1298, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1497, root_relative_squared_error: 0.4989,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9951, f_measure: 0.9515, kappa: 0.9461, kb_relative_information_score: 0.8883, mean_absolute_error: 0.036, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.952, predictive_accuracy: 0.9515, prior_entropy: 3.3219, recall: 0.9515, relative_absolute_error: 0.1997, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1081, root_relative_squared_error: 0.3603,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9375, f_measure: 0.8876, kappa: 0.875, kb_relative_information_score: 0.8824, mean_absolute_error: 0.0225, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.888, predictive_accuracy: 0.8875, prior_entropy: 3.3219, recall: 0.8875, relative_absolute_error: 0.125, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.15, root_relative_squared_error: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9369, f_measure: 0.8867, kappa: 0.8739, kb_relative_information_score: 0.8813, mean_absolute_error: 0.0227, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.8872, predictive_accuracy: 0.8865, prior_entropy: 3.3219, recall: 0.8865, relative_absolute_error: 0.1261, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1507, root_relative_squared_error: 0.5022,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9369, f_measure: 0.8867, kappa: 0.8739, kb_relative_information_score: 0.8813, mean_absolute_error: 0.0227, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.8872, predictive_accuracy: 0.8865, prior_entropy: 3.3219, recall: 0.8865, relative_absolute_error: 0.1261, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1507, root_relative_squared_error: 0.5022,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9973, f_measure: 0.9606, kappa: 0.9561, kb_relative_information_score: 0.9585, mean_absolute_error: 0.01, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9609, predictive_accuracy: 0.9605, prior_entropy: 3.3219, recall: 0.9605, relative_absolute_error: 0.0554, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.078, root_relative_squared_error: 0.26,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9375, f_measure: 0.8876, kappa: 0.875, kb_relative_information_score: 0.8824, mean_absolute_error: 0.0225, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.888, predictive_accuracy: 0.8875, prior_entropy: 3.3219, recall: 0.8875, relative_absolute_error: 0.125, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.15, root_relative_squared_error: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9912, f_measure: 0.8819, kappa: 0.8689, kb_relative_information_score: 0.8805, mean_absolute_error: 0.0234, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.8841, predictive_accuracy: 0.882, prior_entropy: 3.3219, recall: 0.882, relative_absolute_error: 0.1298, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1497, root_relative_squared_error: 0.4989,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9369, f_measure: 0.8867, kappa: 0.8739, kb_relative_information_score: 0.8813, mean_absolute_error: 0.0227, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.8872, predictive_accuracy: 0.8865, prior_entropy: 3.3219, recall: 0.8865, relative_absolute_error: 0.1261, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1507, root_relative_squared_error: 0.5022,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9941, f_measure: 0.9659, kappa: 0.9622, kb_relative_information_score: 0.9629, mean_absolute_error: 0.0103, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9663, predictive_accuracy: 0.966, prior_entropy: 3.3219, recall: 0.966, relative_absolute_error: 0.0571, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0731, root_relative_squared_error: 0.2438,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9369, f_measure: 0.8867, kappa: 0.8739, kb_relative_information_score: 0.8813, mean_absolute_error: 0.0227, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.8872, predictive_accuracy: 0.8865, prior_entropy: 3.3219, recall: 0.8865, relative_absolute_error: 0.1261, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1507, root_relative_squared_error: 0.5022,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9951, f_measure: 0.9515, kappa: 0.9461, kb_relative_information_score: 0.8883, mean_absolute_error: 0.036, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.952, predictive_accuracy: 0.9515, prior_entropy: 3.3219, recall: 0.9515, relative_absolute_error: 0.1997, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1081, root_relative_squared_error: 0.3603,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9369, f_measure: 0.8867, kappa: 0.8739, kb_relative_information_score: 0.8813, mean_absolute_error: 0.0227, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.8872, predictive_accuracy: 0.8865, prior_entropy: 3.3219, recall: 0.8865, relative_absolute_error: 0.1261, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1507, root_relative_squared_error: 0.5022,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9369, f_measure: 0.8867, kappa: 0.8739, kb_relative_information_score: 0.8813, mean_absolute_error: 0.0227, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.8872, predictive_accuracy: 0.8865, prior_entropy: 3.3219, recall: 0.8865, relative_absolute_error: 0.1261, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1507, root_relative_squared_error: 0.5022,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9988, f_measure: 0.973, kappa: 0.97, kb_relative_information_score: 0.9708, mean_absolute_error: 0.0067, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9732, predictive_accuracy: 0.973, prior_entropy: 3.3219, recall: 0.973, relative_absolute_error: 0.0371, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0674, root_relative_squared_error: 0.2245,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9983, f_measure: 0.97, kappa: 0.9667, kb_relative_information_score: 0.9694, mean_absolute_error: 0.007, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9702, predictive_accuracy: 0.97, prior_entropy: 3.3219, recall: 0.97, relative_absolute_error: 0.0387, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0692, root_relative_squared_error: 0.2306,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9988, f_measure: 0.973, kappa: 0.97, kb_relative_information_score: 0.9708, mean_absolute_error: 0.0067, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9732, predictive_accuracy: 0.973, prior_entropy: 3.3219, recall: 0.973, relative_absolute_error: 0.0371, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0674, root_relative_squared_error: 0.2245,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.971, kappa: 0.9678, kb_relative_information_score: 0.9704, mean_absolute_error: 0.0067, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9712, predictive_accuracy: 0.971, prior_entropy: 3.3219, recall: 0.971, relative_absolute_error: 0.0372, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0681, root_relative_squared_error: 0.227,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5848, kappa: 0.1, kb_relative_information_score: 0.1215, mean_absolute_error: 0.1644, mean_prior_absolute_error: 0.18, number_of_instances: 2000, predictive_accuracy: 0.19, prior_entropy: 3.3219, recall: 0.19, relative_absolute_error: 0.9133, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2868, root_relative_squared_error: 0.9559,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9983, f_measure: 0.968, kappa: 0.9644, kb_relative_information_score: 0.8935, mean_absolute_error: 0.036, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9683, predictive_accuracy: 0.968, prior_entropy: 3.3219, recall: 0.968, relative_absolute_error: 0.2002, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0976, root_relative_squared_error: 0.3253,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9516, f_measure: 0.8878, kappa: 0.875, kb_relative_information_score: 0.8828, mean_absolute_error: 0.0247, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.8885, predictive_accuracy: 0.8875, prior_entropy: 3.3219, recall: 0.8875, relative_absolute_error: 0.1372, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.141, root_relative_squared_error: 0.4701,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9457, f_measure: 0.8897, kappa: 0.8772, kb_relative_information_score: 0.8848, mean_absolute_error: 0.0236, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.8903, predictive_accuracy: 0.8895, prior_entropy: 3.3219, recall: 0.8895, relative_absolute_error: 0.131, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1427, root_relative_squared_error: 0.4758,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9963, f_measure: 0.9515, kappa: 0.9461, kb_relative_information_score: 0.9443, mean_absolute_error: 0.0137, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9515, predictive_accuracy: 0.9515, prior_entropy: 3.3219, recall: 0.9515, relative_absolute_error: 0.0761, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0877, root_relative_squared_error: 0.2925,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9948, f_measure: 0.9785, kappa: 0.9761, kb_relative_information_score: 0.2986, mean_absolute_error: 0.1602, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9786, predictive_accuracy: 0.9785, prior_entropy: 3.3219, recall: 0.9785, relative_absolute_error: 0.89, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2723, root_relative_squared_error: 0.9077,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9904, f_measure: 0.9585, kappa: 0.9539, kb_relative_information_score: 0.2965, mean_absolute_error: 0.1604, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.959, predictive_accuracy: 0.9585, prior_entropy: 3.3219, recall: 0.9585, relative_absolute_error: 0.8909, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2727, root_relative_squared_error: 0.909,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9926, f_measure: 0.9241, kappa: 0.9156, kb_relative_information_score: 0.9214, mean_absolute_error: 0.0153, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9252, predictive_accuracy: 0.924, prior_entropy: 3.3219, recall: 0.924, relative_absolute_error: 0.0848, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1218, root_relative_squared_error: 0.406,

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