OpenML
Supervised Classification on isolet

Supervised Classification on isolet

Task 3481 Supervised Classification isolet 14399 runs submitted
0 likes downloaded by 0 people , 0 total downloads 0 issues
Visibility: Public
  • OpenML-CC18 OpenML100 study_1 study_107 study_123 study_14 study_41 study_99 under100k
Issue #Downvotes for this reason By


Metric:

14399 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: 0.8768, f_measure: 0.8236, kappa: 0.7535, kb_relative_information_score: 0.7601, mean_absolute_error: 0.0182, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9339, predictive_accuracy: 0.763, prior_entropy: 4.7004, recall: 0.763, relative_absolute_error: 0.2465, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.135, root_relative_squared_error: 0.7021,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5071, kappa: 0.0141, kb_relative_information_score: 0.0407, mean_absolute_error: 0.0729, mean_prior_absolute_error: 0.074, number_of_instances: 7797, predictive_accuracy: 0.0521, prior_entropy: 4.7004, recall: 0.0521, relative_absolute_error: 0.9858, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.27, root_relative_squared_error: 1.4042,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5518, kappa: 0.1036, kb_relative_information_score: 0.1277, mean_absolute_error: 0.0663, mean_prior_absolute_error: 0.074, number_of_instances: 7797, predictive_accuracy: 0.1381, prior_entropy: 4.7004, recall: 0.1381, relative_absolute_error: 0.8963, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2575, root_relative_squared_error: 1.3389,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5271, kappa: 0.0543, kb_relative_information_score: 0.0797, mean_absolute_error: 0.0699, mean_prior_absolute_error: 0.074, number_of_instances: 7797, predictive_accuracy: 0.0907, prior_entropy: 4.7004, recall: 0.0907, relative_absolute_error: 0.9457, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2645, root_relative_squared_error: 1.3753,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.69, f_measure: 0.5207, kappa: 0.38, kb_relative_information_score: 0.3967, mean_absolute_error: 0.0459, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9267, predictive_accuracy: 0.4039, prior_entropy: 4.7004, recall: 0.4039, relative_absolute_error: 0.62, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2141, root_relative_squared_error: 1.1135,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.671, f_measure: 0.4691, kappa: 0.342, kb_relative_information_score: 0.3597, mean_absolute_error: 0.0487, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9003, predictive_accuracy: 0.3673, prior_entropy: 4.7004, recall: 0.3673, relative_absolute_error: 0.658, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2206, root_relative_squared_error: 1.1472,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8561, f_measure: 0.7968, kappa: 0.7122, kb_relative_information_score: 0.7199, mean_absolute_error: 0.0213, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9337, predictive_accuracy: 0.7232, prior_entropy: 4.7004, recall: 0.7232, relative_absolute_error: 0.2878, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1459, root_relative_squared_error: 0.7587,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5003, kappa: 0.0005, kb_relative_information_score: 0.0274, mean_absolute_error: 0.0739, mean_prior_absolute_error: 0.074, number_of_instances: 7797, predictive_accuracy: 0.039, prior_entropy: 4.7004, recall: 0.039, relative_absolute_error: 0.9995, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2719, root_relative_squared_error: 1.4138,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5039, kappa: 0.0077, kb_relative_information_score: 0.0344, mean_absolute_error: 0.0734, mean_prior_absolute_error: 0.074, number_of_instances: 7797, predictive_accuracy: 0.0459, prior_entropy: 4.7004, recall: 0.0459, relative_absolute_error: 0.9922, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2709, root_relative_squared_error: 1.4087,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5113, kappa: 0.0225, kb_relative_information_score: 0.0488, mean_absolute_error: 0.0723, mean_prior_absolute_error: 0.074, number_of_instances: 7797, predictive_accuracy: 0.0602, prior_entropy: 4.7004, recall: 0.0602, relative_absolute_error: 0.9774, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2689, root_relative_squared_error: 1.3982,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9399, f_measure: 0.9027, kappa: 0.8798, kb_relative_information_score: 0.8831, mean_absolute_error: 0.0089, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9392, predictive_accuracy: 0.8844, prior_entropy: 4.7004, recall: 0.8844, relative_absolute_error: 0.1202, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0943, root_relative_squared_error: 0.4903,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9142, kappa: 0.8285, kb_relative_information_score: 0.833, mean_absolute_error: 0.0127, mean_prior_absolute_error: 0.074, number_of_instances: 7797, predictive_accuracy: 0.8351, prior_entropy: 4.7004, recall: 0.8351, relative_absolute_error: 0.1715, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1126, root_relative_squared_error: 0.5857,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9751, f_measure: 0.9536, kappa: 0.9501, kb_relative_information_score: 0.9515, mean_absolute_error: 0.0037, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9583, predictive_accuracy: 0.952, prior_entropy: 4.7004, recall: 0.952, relative_absolute_error: 0.0499, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0607, root_relative_squared_error: 0.3159,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9132, kappa: 0.8263, kb_relative_information_score: 0.8309, mean_absolute_error: 0.0128, mean_prior_absolute_error: 0.074, number_of_instances: 7797, predictive_accuracy: 0.833, prior_entropy: 4.7004, recall: 0.833, relative_absolute_error: 0.1737, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1133, root_relative_squared_error: 0.5894,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9825, f_measure: 0.9664, kappa: 0.9651, kb_relative_information_score: 0.966, mean_absolute_error: 0.0026, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9665, predictive_accuracy: 0.9664, prior_entropy: 4.7004, recall: 0.9664, relative_absolute_error: 0.0349, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0508, root_relative_squared_error: 0.2644,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5277, kappa: 0.0555, kb_relative_information_score: 0.0809, mean_absolute_error: 0.0699, mean_prior_absolute_error: 0.074, number_of_instances: 7797, predictive_accuracy: 0.0918, prior_entropy: 4.7004, recall: 0.0918, relative_absolute_error: 0.9445, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2643, root_relative_squared_error: 1.3744,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7012, f_measure: 0.5436, kappa: 0.4024, kb_relative_information_score: 0.4185, mean_absolute_error: 0.0442, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.928, predictive_accuracy: 0.4254, prior_entropy: 4.7004, recall: 0.4254, relative_absolute_error: 0.5976, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2102, root_relative_squared_error: 1.0932,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9833, f_measure: 0.968, kappa: 0.9667, kb_relative_information_score: 0.9675, mean_absolute_error: 0.0025, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9681, predictive_accuracy: 0.9679, prior_entropy: 4.7004, recall: 0.9679, relative_absolute_error: 0.0333, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0497, root_relative_squared_error: 0.2582,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9753, f_measure: 0.9524, kappa: 0.9505, kb_relative_information_score: 0.9518, mean_absolute_error: 0.0037, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9532, predictive_accuracy: 0.9524, prior_entropy: 4.7004, recall: 0.9524, relative_absolute_error: 0.0495, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0605, root_relative_squared_error: 0.3146,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.672, f_measure: 0.3891, kappa: 0.344, kb_relative_information_score: 0.3616, mean_absolute_error: 0.0485, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.4355, predictive_accuracy: 0.3692, prior_entropy: 4.7004, recall: 0.3692, relative_absolute_error: 0.656, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2203, root_relative_squared_error: 1.1454,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9864, f_measure: 0.9739, kappa: 0.9728, kb_relative_information_score: 0.9735, mean_absolute_error: 0.002, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9742, predictive_accuracy: 0.9738, prior_entropy: 4.7004, recall: 0.9738, relative_absolute_error: 0.0272, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0449, root_relative_squared_error: 0.2333,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9859, f_measure: 0.9729, kappa: 0.9717, kb_relative_information_score: 0.9725, mean_absolute_error: 0.0021, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9732, predictive_accuracy: 0.9728, prior_entropy: 4.7004, recall: 0.9728, relative_absolute_error: 0.0283, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0457, root_relative_squared_error: 0.2378,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9859, f_measure: 0.9729, kappa: 0.9717, kb_relative_information_score: 0.9725, mean_absolute_error: 0.0021, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9732, predictive_accuracy: 0.9728, prior_entropy: 4.7004, recall: 0.9728, relative_absolute_error: 0.0283, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0457, root_relative_squared_error: 0.2378,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9823, f_measure: 0.9661, kappa: 0.9645, kb_relative_information_score: 0.9655, mean_absolute_error: 0.0026, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9667, predictive_accuracy: 0.9659, prior_entropy: 4.7004, recall: 0.9659, relative_absolute_error: 0.0355, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0512, root_relative_squared_error: 0.2664,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9827, f_measure: 0.9668, kappa: 0.9653, kb_relative_information_score: 0.9663, mean_absolute_error: 0.0026, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9674, predictive_accuracy: 0.9667, prior_entropy: 4.7004, recall: 0.9667, relative_absolute_error: 0.0347, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0506, root_relative_squared_error: 0.2634,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5959, f_measure: 0.2275, kappa: 0.1918, kb_relative_information_score: 0.2136, mean_absolute_error: 0.0598, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.259, predictive_accuracy: 0.2229, prior_entropy: 4.7004, recall: 0.2229, relative_absolute_error: 0.8082, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2445, root_relative_squared_error: 1.2714,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9835, f_measure: 0.9684, kappa: 0.9671, kb_relative_information_score: 0.9679, mean_absolute_error: 0.0024, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9685, predictive_accuracy: 0.9683, prior_entropy: 4.7004, recall: 0.9683, relative_absolute_error: 0.0329, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0494, root_relative_squared_error: 0.2567,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9839, f_measure: 0.969, kappa: 0.9677, kb_relative_information_score: 0.9686, mean_absolute_error: 0.0024, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9691, predictive_accuracy: 0.969, prior_entropy: 4.7004, recall: 0.969, relative_absolute_error: 0.0323, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0489, root_relative_squared_error: 0.2541,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8476, f_measure: 0.785, kappa: 0.6952, kb_relative_information_score: 0.7034, mean_absolute_error: 0.0225, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9323, predictive_accuracy: 0.7069, prior_entropy: 4.7004, recall: 0.7069, relative_absolute_error: 0.3048, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1501, root_relative_squared_error: 0.7807,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9418, f_measure: 0.9051, kappa: 0.8836, kb_relative_information_score: 0.8867, mean_absolute_error: 0.0086, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9397, predictive_accuracy: 0.888, prior_entropy: 4.7004, recall: 0.888, relative_absolute_error: 0.1164, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0928, root_relative_squared_error: 0.4826,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.608, kappa: 0.2161, kb_relative_information_score: 0.2371, mean_absolute_error: 0.058, mean_prior_absolute_error: 0.074, number_of_instances: 7797, predictive_accuracy: 0.2462, prior_entropy: 4.7004, recall: 0.2462, relative_absolute_error: 0.7839, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2408, root_relative_squared_error: 1.2521,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9841, f_measure: 0.9694, kappa: 0.9681, kb_relative_information_score: 0.969, mean_absolute_error: 0.0024, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9695, predictive_accuracy: 0.9693, prior_entropy: 4.7004, recall: 0.9693, relative_absolute_error: 0.0319, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0486, root_relative_squared_error: 0.2525,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9838, f_measure: 0.9689, kappa: 0.9676, kb_relative_information_score: 0.9685, mean_absolute_error: 0.0024, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.969, predictive_accuracy: 0.9688, prior_entropy: 4.7004, recall: 0.9688, relative_absolute_error: 0.0324, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.049, root_relative_squared_error: 0.2546,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9427, f_measure: 0.9066, kappa: 0.8854, kb_relative_information_score: 0.8885, mean_absolute_error: 0.0085, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9404, predictive_accuracy: 0.8898, prior_entropy: 4.7004, recall: 0.8898, relative_absolute_error: 0.1146, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0921, root_relative_squared_error: 0.4787,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9838, f_measure: 0.9689, kappa: 0.9676, kb_relative_information_score: 0.9685, mean_absolute_error: 0.0024, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.969, predictive_accuracy: 0.9688, prior_entropy: 4.7004, recall: 0.9688, relative_absolute_error: 0.0324, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.049, root_relative_squared_error: 0.2546,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9825, f_measure: 0.9664, kappa: 0.9651, kb_relative_information_score: 0.966, mean_absolute_error: 0.0026, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9665, predictive_accuracy: 0.9664, prior_entropy: 4.7004, recall: 0.9664, relative_absolute_error: 0.0349, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0508, root_relative_squared_error: 0.2644,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9261, f_measure: 0.8852, kappa: 0.8522, kb_relative_information_score: 0.8562, mean_absolute_error: 0.0109, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9369, predictive_accuracy: 0.8579, prior_entropy: 4.7004, recall: 0.8579, relative_absolute_error: 0.1478, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1046, root_relative_squared_error: 0.5437,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5574, kappa: 0.1147, kb_relative_information_score: 0.1385, mean_absolute_error: 0.0655, mean_prior_absolute_error: 0.074, number_of_instances: 7797, predictive_accuracy: 0.1488, prior_entropy: 4.7004, recall: 0.1488, relative_absolute_error: 0.8853, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2559, root_relative_squared_error: 1.3306,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9224, f_measure: 0.8807, kappa: 0.8449, kb_relative_information_score: 0.849, mean_absolute_error: 0.0115, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9365, predictive_accuracy: 0.8508, prior_entropy: 4.7004, recall: 0.8508, relative_absolute_error: 0.1551, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1071, root_relative_squared_error: 0.557,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7825, kappa: 0.565, kb_relative_information_score: 0.5767, mean_absolute_error: 0.0322, mean_prior_absolute_error: 0.074, number_of_instances: 7797, predictive_accuracy: 0.5818, prior_entropy: 4.7004, recall: 0.5818, relative_absolute_error: 0.435, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1794, root_relative_squared_error: 0.9327,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5111, kappa: 0.0223, kb_relative_information_score: 0.0486, mean_absolute_error: 0.0723, mean_prior_absolute_error: 0.074, number_of_instances: 7797, predictive_accuracy: 0.0599, prior_entropy: 4.7004, recall: 0.0599, relative_absolute_error: 0.9777, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2689, root_relative_squared_error: 1.3984,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9825, f_measure: 0.9664, kappa: 0.9651, kb_relative_information_score: 0.966, mean_absolute_error: 0.0026, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9665, predictive_accuracy: 0.9664, prior_entropy: 4.7004, recall: 0.9664, relative_absolute_error: 0.0349, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0508, root_relative_squared_error: 0.2644,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9825, f_measure: 0.9664, kappa: 0.9651, kb_relative_information_score: 0.966, mean_absolute_error: 0.0026, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9665, predictive_accuracy: 0.9664, prior_entropy: 4.7004, recall: 0.9664, relative_absolute_error: 0.0349, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0508, root_relative_squared_error: 0.2644,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9825, f_measure: 0.9664, kappa: 0.9651, kb_relative_information_score: 0.966, mean_absolute_error: 0.0026, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9665, predictive_accuracy: 0.9664, prior_entropy: 4.7004, recall: 0.9664, relative_absolute_error: 0.0349, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0508, root_relative_squared_error: 0.2644,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9827, f_measure: 0.9668, kappa: 0.9655, kb_relative_information_score: 0.9664, mean_absolute_error: 0.0026, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9671, predictive_accuracy: 0.9668, prior_entropy: 4.7004, recall: 0.9668, relative_absolute_error: 0.0345, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0505, root_relative_squared_error: 0.2629,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7235, kappa: 0.447, kb_relative_information_score: 0.4618, mean_absolute_error: 0.0409, mean_prior_absolute_error: 0.074, number_of_instances: 7797, predictive_accuracy: 0.4683, prior_entropy: 4.7004, recall: 0.4683, relative_absolute_error: 0.553, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2022, root_relative_squared_error: 1.0517,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8958, kappa: 0.7915, kb_relative_information_score: 0.797, mean_absolute_error: 0.0154, mean_prior_absolute_error: 0.074, number_of_instances: 7797, predictive_accuracy: 0.7995, prior_entropy: 4.7004, recall: 0.7995, relative_absolute_error: 0.2085, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1242, root_relative_squared_error: 0.6457,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6533, kappa: 0.3067, kb_relative_information_score: 0.3253, mean_absolute_error: 0.0513, mean_prior_absolute_error: 0.074, number_of_instances: 7797, predictive_accuracy: 0.3333, prior_entropy: 4.7004, recall: 0.3333, relative_absolute_error: 0.6933, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2265, root_relative_squared_error: 1.1776,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5462, kappa: 0.0924, kb_relative_information_score: 0.1168, mean_absolute_error: 0.0671, mean_prior_absolute_error: 0.074, number_of_instances: 7797, predictive_accuracy: 0.1274, prior_entropy: 4.7004, recall: 0.1274, relative_absolute_error: 0.9075, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2591, root_relative_squared_error: 1.3473,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9683, f_measure: 0.943, kappa: 0.9365, kb_relative_information_score: 0.9382, mean_absolute_error: 0.0047, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9533, predictive_accuracy: 0.939, prior_entropy: 4.7004, recall: 0.939, relative_absolute_error: 0.0635, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0685, root_relative_squared_error: 0.3563,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5076, kappa: 0.0152, kb_relative_information_score: 0.0417, mean_absolute_error: 0.0728, mean_prior_absolute_error: 0.074, number_of_instances: 7797, predictive_accuracy: 0.0531, prior_entropy: 4.7004, recall: 0.0531, relative_absolute_error: 0.9848, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2699, root_relative_squared_error: 1.4034,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9855, f_measure: 0.9721, kappa: 0.9709, kb_relative_information_score: 0.9717, mean_absolute_error: 0.0022, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9722, predictive_accuracy: 0.972, prior_entropy: 4.7004, recall: 0.972, relative_absolute_error: 0.0291, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0464, root_relative_squared_error: 0.2412,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9873, f_measure: 0.9757, kappa: 0.9747, kb_relative_information_score: 0.9753, mean_absolute_error: 0.0019, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9759, predictive_accuracy: 0.9756, prior_entropy: 4.7004, recall: 0.9756, relative_absolute_error: 0.0253, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0433, root_relative_squared_error: 0.2251,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5106, kappa: 0.0212, kb_relative_information_score: 0.0475, mean_absolute_error: 0.0724, mean_prior_absolute_error: 0.074, number_of_instances: 7797, predictive_accuracy: 0.0589, prior_entropy: 4.7004, recall: 0.0589, relative_absolute_error: 0.9788, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2691, root_relative_squared_error: 1.3991,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9278, f_measure: 0.8872, kappa: 0.8557, kb_relative_information_score: 0.8596, mean_absolute_error: 0.0107, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9366, predictive_accuracy: 0.8612, prior_entropy: 4.7004, recall: 0.8612, relative_absolute_error: 0.1443, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1033, root_relative_squared_error: 0.5373,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5117, kappa: 0.0233, kb_relative_information_score: 0.0496, mean_absolute_error: 0.0722, mean_prior_absolute_error: 0.074, number_of_instances: 7797, predictive_accuracy: 0.0609, prior_entropy: 4.7004, recall: 0.0609, relative_absolute_error: 0.9766, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2688, root_relative_squared_error: 1.3976,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9874, f_measure: 0.9758, kappa: 0.9748, kb_relative_information_score: 0.9755, mean_absolute_error: 0.0019, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.976, predictive_accuracy: 0.9758, prior_entropy: 4.7004, recall: 0.9758, relative_absolute_error: 0.0252, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0432, root_relative_squared_error: 0.2245,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5111, kappa: 0.0223, kb_relative_information_score: 0.0486, mean_absolute_error: 0.0723, mean_prior_absolute_error: 0.074, number_of_instances: 7797, predictive_accuracy: 0.0599, prior_entropy: 4.7004, recall: 0.0599, relative_absolute_error: 0.9777, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2689, root_relative_squared_error: 1.3984,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5106, kappa: 0.0212, kb_relative_information_score: 0.0475, mean_absolute_error: 0.0724, mean_prior_absolute_error: 0.074, number_of_instances: 7797, predictive_accuracy: 0.0589, prior_entropy: 4.7004, recall: 0.0589, relative_absolute_error: 0.9788, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2691, root_relative_squared_error: 1.3991,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9825, f_measure: 0.9664, kappa: 0.9651, kb_relative_information_score: 0.966, mean_absolute_error: 0.0026, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9665, predictive_accuracy: 0.9664, prior_entropy: 4.7004, recall: 0.9664, relative_absolute_error: 0.0349, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0508, root_relative_squared_error: 0.2644,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5008, kappa: 0.0016, kb_relative_information_score: 0.0285, mean_absolute_error: 0.0738, mean_prior_absolute_error: 0.074, number_of_instances: 7797, predictive_accuracy: 0.04, prior_entropy: 4.7004, recall: 0.04, relative_absolute_error: 0.9984, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2717, root_relative_squared_error: 1.4131,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9825, f_measure: 0.9664, kappa: 0.9651, kb_relative_information_score: 0.966, mean_absolute_error: 0.0026, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9665, predictive_accuracy: 0.9664, prior_entropy: 4.7004, recall: 0.9664, relative_absolute_error: 0.0349, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0508, root_relative_squared_error: 0.2644,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5114, kappa: 0.0228, kb_relative_information_score: 0.0491, mean_absolute_error: 0.0723, mean_prior_absolute_error: 0.074, number_of_instances: 7797, predictive_accuracy: 0.0604, prior_entropy: 4.7004, recall: 0.0604, relative_absolute_error: 0.9772, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2688, root_relative_squared_error: 1.398,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9866, f_measure: 0.9743, kappa: 0.9732, kb_relative_information_score: 0.9739, mean_absolute_error: 0.002, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9746, predictive_accuracy: 0.9742, prior_entropy: 4.7004, recall: 0.9742, relative_absolute_error: 0.0268, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0445, root_relative_squared_error: 0.2316,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9859, f_measure: 0.9731, kappa: 0.9719, kb_relative_information_score: 0.9726, mean_absolute_error: 0.0021, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9736, predictive_accuracy: 0.9729, prior_entropy: 4.7004, recall: 0.9729, relative_absolute_error: 0.0281, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0456, root_relative_squared_error: 0.2373,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9747, f_measure: 0.9531, kappa: 0.9494, kb_relative_information_score: 0.9508, mean_absolute_error: 0.0037, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.958, predictive_accuracy: 0.9514, prior_entropy: 4.7004, recall: 0.9514, relative_absolute_error: 0.0506, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0611, root_relative_squared_error: 0.318,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9619, f_measure: 0.9334, kappa: 0.9238, kb_relative_information_score: 0.9259, mean_absolute_error: 0.0056, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9488, predictive_accuracy: 0.9268, prior_entropy: 4.7004, recall: 0.9268, relative_absolute_error: 0.0762, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0751, root_relative_squared_error: 0.3903,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5072, kappa: 0.0144, kb_relative_information_score: 0.0409, mean_absolute_error: 0.0729, mean_prior_absolute_error: 0.074, number_of_instances: 7797, predictive_accuracy: 0.0523, prior_entropy: 4.7004, recall: 0.0523, relative_absolute_error: 0.9856, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.27, root_relative_squared_error: 1.404,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5173, kappa: 0.0347, kb_relative_information_score: 0.0606, mean_absolute_error: 0.0714, mean_prior_absolute_error: 0.074, number_of_instances: 7797, predictive_accuracy: 0.0718, prior_entropy: 4.7004, recall: 0.0718, relative_absolute_error: 0.9653, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2672, root_relative_squared_error: 1.3895,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9319, f_measure: 0.8924, kappa: 0.8638, kb_relative_information_score: 0.8675, mean_absolute_error: 0.0101, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9374, predictive_accuracy: 0.8691, prior_entropy: 4.7004, recall: 0.8691, relative_absolute_error: 0.1362, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1004, root_relative_squared_error: 0.5219,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9804, f_measure: 0.9626, kappa: 0.9608, kb_relative_information_score: 0.9618, mean_absolute_error: 0.0029, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9636, predictive_accuracy: 0.9623, prior_entropy: 4.7004, recall: 0.9623, relative_absolute_error: 0.0392, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0539, root_relative_squared_error: 0.2801,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9761, f_measure: 0.9548, kappa: 0.9522, kb_relative_information_score: 0.9535, mean_absolute_error: 0.0035, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9573, predictive_accuracy: 0.9541, prior_entropy: 4.7004, recall: 0.9541, relative_absolute_error: 0.0478, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0594, root_relative_squared_error: 0.309,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7927, f_measure: 0.7053, kappa: 0.5853, kb_relative_information_score: 0.5964, mean_absolute_error: 0.0307, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9294, predictive_accuracy: 0.6013, prior_entropy: 4.7004, recall: 0.6013, relative_absolute_error: 0.4147, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1751, root_relative_squared_error: 0.9107,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5085, kappa: 0.0171, kb_relative_information_score: 0.0435, mean_absolute_error: 0.0727, mean_prior_absolute_error: 0.074, number_of_instances: 7797, predictive_accuracy: 0.0549, prior_entropy: 4.7004, recall: 0.0549, relative_absolute_error: 0.9829, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2696, root_relative_squared_error: 1.4021,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9683, f_measure: 0.9413, kappa: 0.9366, kb_relative_information_score: 0.9383, mean_absolute_error: 0.0047, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9484, predictive_accuracy: 0.9391, prior_entropy: 4.7004, recall: 0.9391, relative_absolute_error: 0.0634, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0685, root_relative_squared_error: 0.356,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9804, f_measure: 0.9626, kappa: 0.9608, kb_relative_information_score: 0.9618, mean_absolute_error: 0.0029, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9636, predictive_accuracy: 0.9623, prior_entropy: 4.7004, recall: 0.9623, relative_absolute_error: 0.0392, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0539, root_relative_squared_error: 0.2801,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5113, kappa: 0.0227, kb_relative_information_score: 0.049, mean_absolute_error: 0.0723, mean_prior_absolute_error: 0.074, number_of_instances: 7797, predictive_accuracy: 0.0603, prior_entropy: 4.7004, recall: 0.0603, relative_absolute_error: 0.9773, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2689, root_relative_squared_error: 1.3981,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9817, f_measure: 0.9649, kappa: 0.9633, kb_relative_information_score: 0.9643, mean_absolute_error: 0.0027, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9657, predictive_accuracy: 0.9647, prior_entropy: 4.7004, recall: 0.9647, relative_absolute_error: 0.0367, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0521, root_relative_squared_error: 0.2709,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8045, f_measure: 0.7232, kappa: 0.6089, kb_relative_information_score: 0.6194, mean_absolute_error: 0.0289, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9293, predictive_accuracy: 0.624, prior_entropy: 4.7004, recall: 0.624, relative_absolute_error: 0.3911, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1701, root_relative_squared_error: 0.8844,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5147, kappa: 0.0293, kb_relative_information_score: 0.0554, mean_absolute_error: 0.0718, mean_prior_absolute_error: 0.074, number_of_instances: 7797, predictive_accuracy: 0.0667, prior_entropy: 4.7004, recall: 0.0667, relative_absolute_error: 0.9706, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2679, root_relative_squared_error: 1.3933,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5142, kappa: 0.0284, kb_relative_information_score: 0.0545, mean_absolute_error: 0.0719, mean_prior_absolute_error: 0.074, number_of_instances: 7797, predictive_accuracy: 0.0658, prior_entropy: 4.7004, recall: 0.0658, relative_absolute_error: 0.9716, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2681, root_relative_squared_error: 1.394,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9849, f_measure: 0.971, kappa: 0.9699, kb_relative_information_score: 0.9707, mean_absolute_error: 0.0022, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9712, predictive_accuracy: 0.971, prior_entropy: 4.7004, recall: 0.971, relative_absolute_error: 0.0301, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0472, root_relative_squared_error: 0.2455,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9843, f_measure: 0.9699, kappa: 0.9687, kb_relative_information_score: 0.9695, mean_absolute_error: 0.0023, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9701, predictive_accuracy: 0.9699, prior_entropy: 4.7004, recall: 0.9699, relative_absolute_error: 0.0313, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0482, root_relative_squared_error: 0.2504,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7628, f_measure: 0.6576, kappa: 0.5257, kb_relative_information_score: 0.5384, mean_absolute_error: 0.0351, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.929, predictive_accuracy: 0.5439, prior_entropy: 4.7004, recall: 0.5439, relative_absolute_error: 0.4743, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1873, root_relative_squared_error: 0.974,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9561, f_measure: 0.925, kappa: 0.9122, kb_relative_information_score: 0.9146, mean_absolute_error: 0.0065, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.946, predictive_accuracy: 0.9156, prior_entropy: 4.7004, recall: 0.9156, relative_absolute_error: 0.0878, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0806, root_relative_squared_error: 0.419,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9844, f_measure: 0.9702, kappa: 0.9688, kb_relative_information_score: 0.9696, mean_absolute_error: 0.0023, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.971, predictive_accuracy: 0.97, prior_entropy: 4.7004, recall: 0.97, relative_absolute_error: 0.0312, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.048, root_relative_squared_error: 0.2498,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9822, f_measure: 0.9659, kappa: 0.9644, kb_relative_information_score: 0.9653, mean_absolute_error: 0.0026, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9666, predictive_accuracy: 0.9658, prior_entropy: 4.7004, recall: 0.9658, relative_absolute_error: 0.0356, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0513, root_relative_squared_error: 0.2669,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9857, f_measure: 0.9725, kappa: 0.9713, kb_relative_information_score: 0.9721, mean_absolute_error: 0.0021, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9729, predictive_accuracy: 0.9724, prior_entropy: 4.7004, recall: 0.9724, relative_absolute_error: 0.0287, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0461, root_relative_squared_error: 0.2395,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9873, f_measure: 0.9757, kappa: 0.9747, kb_relative_information_score: 0.9753, mean_absolute_error: 0.0019, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9759, predictive_accuracy: 0.9756, prior_entropy: 4.7004, recall: 0.9756, relative_absolute_error: 0.0253, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0433, root_relative_squared_error: 0.2251,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7518, f_measure: 0.6246, kappa: 0.5035, kb_relative_information_score: 0.5169, mean_absolute_error: 0.0367, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9033, predictive_accuracy: 0.5226, prior_entropy: 4.7004, recall: 0.5226, relative_absolute_error: 0.4965, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1916, root_relative_squared_error: 0.9965,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9844, f_measure: 0.9702, kappa: 0.9688, kb_relative_information_score: 0.9696, mean_absolute_error: 0.0023, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9709, predictive_accuracy: 0.97, prior_entropy: 4.7004, recall: 0.97, relative_absolute_error: 0.0312, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.048, root_relative_squared_error: 0.2498,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7479, f_measure: 0.6197, kappa: 0.4958, kb_relative_information_score: 0.5093, mean_absolute_error: 0.0373, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9058, predictive_accuracy: 0.5152, prior_entropy: 4.7004, recall: 0.5152, relative_absolute_error: 0.5042, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1931, root_relative_squared_error: 1.0042,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8475, f_measure: 0.7772, kappa: 0.6949, kb_relative_information_score: 0.7031, mean_absolute_error: 0.0226, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9139, predictive_accuracy: 0.7067, prior_entropy: 4.7004, recall: 0.7067, relative_absolute_error: 0.3051, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1502, root_relative_squared_error: 0.7811,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6301, kappa: 0.2601, kb_relative_information_score: 0.28, mean_absolute_error: 0.0547, mean_prior_absolute_error: 0.074, number_of_instances: 7797, predictive_accuracy: 0.2886, prior_entropy: 4.7004, recall: 0.2886, relative_absolute_error: 0.7399, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2339, root_relative_squared_error: 1.2165,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8136, f_measure: 0.735, kappa: 0.6272, kb_relative_information_score: 0.6372, mean_absolute_error: 0.0276, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9289, predictive_accuracy: 0.6415, prior_entropy: 4.7004, recall: 0.6415, relative_absolute_error: 0.3728, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1661, root_relative_squared_error: 0.8635,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9695, f_measure: 0.9432, kappa: 0.9389, kb_relative_information_score: 0.9406, mean_absolute_error: 0.0045, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9494, predictive_accuracy: 0.9413, prior_entropy: 4.7004, recall: 0.9413, relative_absolute_error: 0.0611, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0672, root_relative_squared_error: 0.3495,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9727, f_measure: 0.9488, kappa: 0.9454, kb_relative_information_score: 0.9469, mean_absolute_error: 0.004, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9532, predictive_accuracy: 0.9475, prior_entropy: 4.7004, recall: 0.9475, relative_absolute_error: 0.0546, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0635, root_relative_squared_error: 0.3303,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.78, f_measure: 0.6685, kappa: 0.5601, kb_relative_information_score: 0.5719, mean_absolute_error: 0.0325, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.8965, predictive_accuracy: 0.577, prior_entropy: 4.7004, recall: 0.577, relative_absolute_error: 0.4399, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1804, root_relative_squared_error: 0.938,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9863, f_measure: 0.9737, kappa: 0.9725, kb_relative_information_score: 0.9733, mean_absolute_error: 0.002, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.974, predictive_accuracy: 0.9736, prior_entropy: 4.7004, recall: 0.9736, relative_absolute_error: 0.0275, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0451, root_relative_squared_error: 0.2344,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9855, f_measure: 0.9721, kappa: 0.9709, kb_relative_information_score: 0.9717, mean_absolute_error: 0.0022, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9722, predictive_accuracy: 0.972, prior_entropy: 4.7004, recall: 0.972, relative_absolute_error: 0.0291, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0464, root_relative_squared_error: 0.2412,

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