OpenML
Supervised Classification on ada_agnostic

Supervised Classification on ada_agnostic

Task 3896 Supervised Classification ada_agnostic 102456 runs submitted
0 likes downloaded by 0 people , 0 total downloads 0 issues
Visibility: Public
  • OpenML100 study_1 study_123 study_14 study_41 study_7 under100k under1m
Issue #Downvotes for this reason By


Metric:

102456 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: 0.8409, kb_relative_information_score: 164.0483, mean_absolute_error: 0.3577, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, predictive_accuracy: 0.7519, prior_entropy: 0.8085, recall: 0.7519, relative_absolute_error: 0.9586, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4284, root_relative_squared_error: 0.9917,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8511, kb_relative_information_score: 43.4016, mean_absolute_error: 0.3699, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, predictive_accuracy: 0.7519, prior_entropy: 0.8085, recall: 0.7519, relative_absolute_error: 0.9913, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4287, root_relative_squared_error: 0.9925,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, kb_relative_information_score: -978.6379, mean_absolute_error: 0.4072, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, predictive_accuracy: 0.7519, prior_entropy: 0.8085, recall: 0.7519, relative_absolute_error: 1.0912, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4377, root_relative_squared_error: 1.0133,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, kb_relative_information_score: 5.7951, mean_absolute_error: 0.3726, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, predictive_accuracy: 0.7519, prior_entropy: 0.8085, recall: 0.7519, relative_absolute_error: 0.9986, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4319, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, kb_relative_information_score: 18.9159, mean_absolute_error: 0.3714, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, predictive_accuracy: 0.7519, prior_entropy: 0.8085, recall: 0.7519, relative_absolute_error: 0.9953, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4319, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5007, kb_relative_information_score: -63.2993, mean_absolute_error: 0.3751, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, predictive_accuracy: 0.7519, prior_entropy: 0.8085, recall: 0.7519, relative_absolute_error: 1.0052, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4319, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, kb_relative_information_score: -54.5946, mean_absolute_error: 0.3749, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, predictive_accuracy: 0.7519, prior_entropy: 0.8085, recall: 0.7519, relative_absolute_error: 1.0045, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4319, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5007, kb_relative_information_score: -9.0093, mean_absolute_error: 0.3735, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, predictive_accuracy: 0.7519, prior_entropy: 0.8085, recall: 0.7519, relative_absolute_error: 1.0007, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4319, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7772, kb_relative_information_score: 8.1874, mean_absolute_error: 0.372, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, predictive_accuracy: 0.7519, prior_entropy: 0.8085, recall: 0.7519, relative_absolute_error: 0.997, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4301, root_relative_squared_error: 0.9959,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5007, kb_relative_information_score: 19.1791, mean_absolute_error: 0.3714, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, predictive_accuracy: 0.7519, prior_entropy: 0.8085, recall: 0.7519, relative_absolute_error: 0.9952, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4319, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5007, kb_relative_information_score: 83.8784, mean_absolute_error: 0.3654, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, predictive_accuracy: 0.7519, prior_entropy: 0.8085, recall: 0.7519, relative_absolute_error: 0.979, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4322, root_relative_squared_error: 1.0006,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, kb_relative_information_score: 25.2246, mean_absolute_error: 0.3708, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, predictive_accuracy: 0.7519, prior_entropy: 0.8085, recall: 0.7519, relative_absolute_error: 0.9937, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.432, root_relative_squared_error: 1.0001,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5007, kb_relative_information_score: -131.7873, mean_absolute_error: 0.3773, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, predictive_accuracy: 0.7519, prior_entropy: 0.8085, recall: 0.7519, relative_absolute_error: 1.0109, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.432, root_relative_squared_error: 1.0002,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8595, kb_relative_information_score: 36.6335, mean_absolute_error: 0.3706, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, predictive_accuracy: 0.7519, prior_entropy: 0.8085, recall: 0.7519, relative_absolute_error: 0.993, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4224, root_relative_squared_error: 0.9778,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5007, kb_relative_information_score: -29.3771, mean_absolute_error: 0.3741, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, predictive_accuracy: 0.7519, prior_entropy: 0.8085, recall: 0.7519, relative_absolute_error: 1.0024, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4319, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, kb_relative_information_score: 6.8129, mean_absolute_error: 0.3726, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, predictive_accuracy: 0.7519, prior_entropy: 0.8085, recall: 0.7519, relative_absolute_error: 0.9983, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4319, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8392, kb_relative_information_score: 52.7521, mean_absolute_error: 0.3683, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, predictive_accuracy: 0.7519, prior_entropy: 0.8085, recall: 0.7519, relative_absolute_error: 0.9869, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4303, root_relative_squared_error: 0.9963,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8418, kb_relative_information_score: 336.0929, mean_absolute_error: 0.3473, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, predictive_accuracy: 0.7519, prior_entropy: 0.8085, recall: 0.7519, relative_absolute_error: 0.9306, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4056, root_relative_squared_error: 0.9391,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8727, f_measure: 0.8132, kappa: 0.4779, kb_relative_information_score: 1502.5435, mean_absolute_error: 0.245, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8138, predictive_accuracy: 0.8242, prior_entropy: 0.8085, recall: 0.8242, relative_absolute_error: 0.6565, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3471, root_relative_squared_error: 0.8037,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8463, kb_relative_information_score: 174.0988, mean_absolute_error: 0.3595, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, predictive_accuracy: 0.7519, prior_entropy: 0.8085, recall: 0.7519, relative_absolute_error: 0.9634, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4171, root_relative_squared_error: 0.9657,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8501, f_measure: 0.7874, kappa: 0.3939, kb_relative_information_score: 962.3685, mean_absolute_error: 0.2852, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8004, predictive_accuracy: 0.811, prior_entropy: 0.8085, recall: 0.811, relative_absolute_error: 0.7642, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3644, root_relative_squared_error: 0.8436,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5007, kb_relative_information_score: -4.7169, mean_absolute_error: 0.3731, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, predictive_accuracy: 0.7519, prior_entropy: 0.8085, recall: 0.7519, relative_absolute_error: 0.9996, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4319, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6686, kb_relative_information_score: 86.2066, mean_absolute_error: 0.3651, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, predictive_accuracy: 0.7519, prior_entropy: 0.8085, recall: 0.7519, relative_absolute_error: 0.9784, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.432, root_relative_squared_error: 1.0002,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, kb_relative_information_score: -87.3492, mean_absolute_error: 0.3759, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, predictive_accuracy: 0.7519, prior_entropy: 0.8085, recall: 0.7519, relative_absolute_error: 1.0072, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.432, root_relative_squared_error: 1.0001,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, kb_relative_information_score: -4.3588, mean_absolute_error: 0.3733, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, predictive_accuracy: 0.7519, prior_entropy: 0.8085, recall: 0.7519, relative_absolute_error: 1.0003, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4319, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: -752.4304, mean_absolute_error: 0.3984, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, predictive_accuracy: 0.7519, prior_entropy: 0.8085, recall: 0.7519, relative_absolute_error: 1.0675, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4348, root_relative_squared_error: 1.0067,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8321, f_measure: 0.7895, kappa: 0.4102, kb_relative_information_score: 865.2878, mean_absolute_error: 0.2929, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.7884, predictive_accuracy: 0.8027, prior_entropy: 0.8085, recall: 0.8027, relative_absolute_error: 0.7849, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3714, root_relative_squared_error: 0.8598,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.751, kb_relative_information_score: 34.9384, mean_absolute_error: 0.3699, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, predictive_accuracy: 0.7519, prior_entropy: 0.8085, recall: 0.7519, relative_absolute_error: 0.9913, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4314, root_relative_squared_error: 0.9988,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5007, kb_relative_information_score: 17.8849, mean_absolute_error: 0.371, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, predictive_accuracy: 0.7519, prior_entropy: 0.8085, recall: 0.7519, relative_absolute_error: 0.9942, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.432, root_relative_squared_error: 1.0001,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8859, f_measure: 0.8201, kappa: 0.4938, kb_relative_information_score: 1454.0759, mean_absolute_error: 0.2537, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8248, predictive_accuracy: 0.8332, prior_entropy: 0.8085, recall: 0.8332, relative_absolute_error: 0.6799, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3411, root_relative_squared_error: 0.7898,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, kb_relative_information_score: -1.304, mean_absolute_error: 0.3732, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, predictive_accuracy: 0.7519, prior_entropy: 0.8085, recall: 0.7519, relative_absolute_error: 1.0001, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4319, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5007, kb_relative_information_score: 65.1645, mean_absolute_error: 0.3671, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, predictive_accuracy: 0.7519, prior_entropy: 0.8085, recall: 0.7519, relative_absolute_error: 0.9837, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4321, root_relative_squared_error: 1.0004,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5007, kb_relative_information_score: 0.3586, mean_absolute_error: 0.373, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, predictive_accuracy: 0.7519, prior_entropy: 0.8085, recall: 0.7519, relative_absolute_error: 0.9994, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4319, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.757, kb_relative_information_score: 45.4214, mean_absolute_error: 0.369, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, predictive_accuracy: 0.7519, prior_entropy: 0.8085, recall: 0.7519, relative_absolute_error: 0.9887, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4318, root_relative_squared_error: 0.9998,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5007, kb_relative_information_score: 76.2228, mean_absolute_error: 0.3661, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, predictive_accuracy: 0.7519, prior_entropy: 0.8085, recall: 0.7519, relative_absolute_error: 0.981, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4322, root_relative_squared_error: 1.0005,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, kb_relative_information_score: -56.9954, mean_absolute_error: 0.3749, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, predictive_accuracy: 0.7519, prior_entropy: 0.8085, recall: 0.7519, relative_absolute_error: 1.0047, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4319, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8431, kb_relative_information_score: 414.9745, mean_absolute_error: 0.342, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, predictive_accuracy: 0.7519, prior_entropy: 0.8085, recall: 0.7519, relative_absolute_error: 0.9163, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3982, root_relative_squared_error: 0.922,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5007, kb_relative_information_score: -44.1894, mean_absolute_error: 0.3745, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, predictive_accuracy: 0.7519, prior_entropy: 0.8085, recall: 0.7519, relative_absolute_error: 1.0036, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4319, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, kb_relative_information_score: 19.4663, mean_absolute_error: 0.3714, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, predictive_accuracy: 0.7519, prior_entropy: 0.8085, recall: 0.7519, relative_absolute_error: 0.9952, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4319, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, kb_relative_information_score: -209.5709, mean_absolute_error: 0.3798, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, predictive_accuracy: 0.7519, prior_entropy: 0.8085, recall: 0.7519, relative_absolute_error: 1.0176, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4321, root_relative_squared_error: 1.0005,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5007, kb_relative_information_score: -51.9074, mean_absolute_error: 0.3748, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, predictive_accuracy: 0.7519, prior_entropy: 0.8085, recall: 0.7519, relative_absolute_error: 1.0043, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4319, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, kb_relative_information_score: -549.8387, mean_absolute_error: 0.3912, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, predictive_accuracy: 0.7519, prior_entropy: 0.8085, recall: 0.7519, relative_absolute_error: 1.0482, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4335, root_relative_squared_error: 1.0035,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5007, kb_relative_information_score: -8.2349, mean_absolute_error: 0.3734, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, predictive_accuracy: 0.7519, prior_entropy: 0.8085, recall: 0.7519, relative_absolute_error: 1.0007, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4319, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5007, kb_relative_information_score: 24.0821, mean_absolute_error: 0.371, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, predictive_accuracy: 0.7519, prior_entropy: 0.8085, recall: 0.7519, relative_absolute_error: 0.994, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.432, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5007, kb_relative_information_score: 21.7393, mean_absolute_error: 0.3712, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, predictive_accuracy: 0.7519, prior_entropy: 0.8085, recall: 0.7519, relative_absolute_error: 0.9946, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4319, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5007, kb_relative_information_score: -67.477, mean_absolute_error: 0.3753, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, predictive_accuracy: 0.7519, prior_entropy: 0.8085, recall: 0.7519, relative_absolute_error: 1.0056, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.432, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5007, kb_relative_information_score: 22.7202, mean_absolute_error: 0.3711, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, predictive_accuracy: 0.7519, prior_entropy: 0.8085, recall: 0.7519, relative_absolute_error: 0.9944, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.432, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, kb_relative_information_score: 72.8192, mean_absolute_error: 0.3664, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, predictive_accuracy: 0.7519, prior_entropy: 0.8085, recall: 0.7519, relative_absolute_error: 0.9818, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4322, root_relative_squared_error: 1.0005,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8497, f_measure: 0.6534, kappa: 0.0197, kb_relative_information_score: 473.2809, mean_absolute_error: 0.3294, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.7506, predictive_accuracy: 0.7543, prior_entropy: 0.8085, recall: 0.7543, relative_absolute_error: 0.8827, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3824, root_relative_squared_error: 0.8852,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.792, kb_relative_information_score: 3.1559, mean_absolute_error: 0.3729, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, predictive_accuracy: 0.7519, prior_entropy: 0.8085, recall: 0.7519, relative_absolute_error: 0.9992, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4318, root_relative_squared_error: 0.9996,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8764, kb_relative_information_score: 491.6123, mean_absolute_error: 0.3374, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, predictive_accuracy: 0.7519, prior_entropy: 0.8085, recall: 0.7519, relative_absolute_error: 0.9042, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3937, root_relative_squared_error: 0.9115,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8601, f_measure: 0.8309, kappa: 0.5329, kb_relative_information_score: 1837.0681, mean_absolute_error: 0.2068, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8298, predictive_accuracy: 0.8374, prior_entropy: 0.8085, recall: 0.8374, relative_absolute_error: 0.5542, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3472, root_relative_squared_error: 0.8038,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.837, f_measure: 0.8212, kappa: 0.5079, kb_relative_information_score: 1801.9291, mean_absolute_error: 0.2047, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8191, predictive_accuracy: 0.8268, prior_entropy: 0.8085, recall: 0.8268, relative_absolute_error: 0.5486, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3619, root_relative_squared_error: 0.8379,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8617, f_measure: 0.8277, kappa: 0.5242, kb_relative_information_score: 1811.3947, mean_absolute_error: 0.2097, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8263, predictive_accuracy: 0.8341, prior_entropy: 0.8085, recall: 0.8341, relative_absolute_error: 0.562, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3473, root_relative_squared_error: 0.8042,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8515, f_measure: 0.8276, kappa: 0.5248, kb_relative_information_score: 1825.4562, mean_absolute_error: 0.2055, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8259, predictive_accuracy: 0.8334, prior_entropy: 0.8085, recall: 0.8334, relative_absolute_error: 0.5506, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3538, root_relative_squared_error: 0.8191,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8624, f_measure: 0.8277, kappa: 0.5232, kb_relative_information_score: 1810.0045, mean_absolute_error: 0.2086, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8267, predictive_accuracy: 0.8347, prior_entropy: 0.8085, recall: 0.8347, relative_absolute_error: 0.559, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3473, root_relative_squared_error: 0.8041,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8551, f_measure: 0.8305, kappa: 0.5315, kb_relative_information_score: 1818.8353, mean_absolute_error: 0.2076, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8295, predictive_accuracy: 0.8371, prior_entropy: 0.8085, recall: 0.8371, relative_absolute_error: 0.5563, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.349, root_relative_squared_error: 0.8079,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.854, f_measure: 0.8293, kappa: 0.5287, kb_relative_information_score: 1844.297, mean_absolute_error: 0.2052, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.828, predictive_accuracy: 0.8356, prior_entropy: 0.8085, recall: 0.8356, relative_absolute_error: 0.5498, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3514, root_relative_squared_error: 0.8135,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8625, f_measure: 0.8313, kappa: 0.5338, kb_relative_information_score: 1831.8919, mean_absolute_error: 0.2076, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8303, predictive_accuracy: 0.8378, prior_entropy: 0.8085, recall: 0.8378, relative_absolute_error: 0.5562, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3456, root_relative_squared_error: 0.8,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8199, f_measure: 0.8176, kappa: 0.5031, kb_relative_information_score: 1815.0499, mean_absolute_error: 0.2034, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8155, predictive_accuracy: 0.8209, prior_entropy: 0.8085, recall: 0.8209, relative_absolute_error: 0.545, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3794, root_relative_squared_error: 0.8785,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8466, f_measure: 0.8195, kappa: 0.502, kb_relative_information_score: 1807.6311, mean_absolute_error: 0.2062, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8176, predictive_accuracy: 0.826, prior_entropy: 0.8085, recall: 0.826, relative_absolute_error: 0.5526, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3562, root_relative_squared_error: 0.8247,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8563, f_measure: 0.8307, kappa: 0.5324, kb_relative_information_score: 1829.8432, mean_absolute_error: 0.2068, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8296, predictive_accuracy: 0.8371, prior_entropy: 0.8085, recall: 0.8371, relative_absolute_error: 0.554, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3482, root_relative_squared_error: 0.8061,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8654, f_measure: 0.8312, kappa: 0.5352, kb_relative_information_score: 1844.7663, mean_absolute_error: 0.2082, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8296, predictive_accuracy: 0.8367, prior_entropy: 0.8085, recall: 0.8367, relative_absolute_error: 0.5578, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.343, root_relative_squared_error: 0.7941,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8554, f_measure: 0.8303, kappa: 0.5314, kb_relative_information_score: 1818.994, mean_absolute_error: 0.2075, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8291, predictive_accuracy: 0.8367, prior_entropy: 0.8085, recall: 0.8367, relative_absolute_error: 0.5559, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3489, root_relative_squared_error: 0.8077,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8559, f_measure: 0.8311, kappa: 0.533, kb_relative_information_score: 1824.1547, mean_absolute_error: 0.2073, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.83, predictive_accuracy: 0.8376, prior_entropy: 0.8085, recall: 0.8376, relative_absolute_error: 0.5554, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3485, root_relative_squared_error: 0.8069,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8561, f_measure: 0.8243, kappa: 0.5149, kb_relative_information_score: 1800.0934, mean_absolute_error: 0.2083, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8227, predictive_accuracy: 0.8308, prior_entropy: 0.8085, recall: 0.8308, relative_absolute_error: 0.5582, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3499, root_relative_squared_error: 0.8102,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8626, f_measure: 0.8309, kappa: 0.5333, kb_relative_information_score: 1822.4183, mean_absolute_error: 0.2081, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8297, predictive_accuracy: 0.8371, prior_entropy: 0.8085, recall: 0.8371, relative_absolute_error: 0.5576, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3458, root_relative_squared_error: 0.8007,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8648, f_measure: 0.8315, kappa: 0.5347, kb_relative_information_score: 1825.7175, mean_absolute_error: 0.2093, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8303, predictive_accuracy: 0.8378, prior_entropy: 0.8085, recall: 0.8378, relative_absolute_error: 0.5609, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3449, root_relative_squared_error: 0.7986,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8214, f_measure: 0.8134, kappa: 0.4925, kb_relative_information_score: 1856.9341, mean_absolute_error: 0.1985, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8114, predictive_accuracy: 0.8165, prior_entropy: 0.8085, recall: 0.8165, relative_absolute_error: 0.532, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3775, root_relative_squared_error: 0.8741,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8262, f_measure: 0.8194, kappa: 0.5075, kb_relative_information_score: 1811.6866, mean_absolute_error: 0.203, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8173, predictive_accuracy: 0.8229, prior_entropy: 0.8085, recall: 0.8229, relative_absolute_error: 0.5441, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.371, root_relative_squared_error: 0.8589,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8452, f_measure: 0.8222, kappa: 0.5115, kb_relative_information_score: 1819.092, mean_absolute_error: 0.2047, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8202, predictive_accuracy: 0.8275, prior_entropy: 0.8085, recall: 0.8275, relative_absolute_error: 0.5485, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3572, root_relative_squared_error: 0.8269,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8545, f_measure: 0.8283, kappa: 0.5259, kb_relative_information_score: 1845.2235, mean_absolute_error: 0.2051, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.827, predictive_accuracy: 0.8347, prior_entropy: 0.8085, recall: 0.8347, relative_absolute_error: 0.5497, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3512, root_relative_squared_error: 0.813,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8628, f_measure: 0.8315, kappa: 0.5363, kb_relative_information_score: 1829.3106, mean_absolute_error: 0.2088, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8299, predictive_accuracy: 0.8369, prior_entropy: 0.8085, recall: 0.8369, relative_absolute_error: 0.5594, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3447, root_relative_squared_error: 0.7981,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8198, f_measure: 0.8173, kappa: 0.5011, kb_relative_information_score: 1793.1195, mean_absolute_error: 0.2045, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8151, predictive_accuracy: 0.8211, prior_entropy: 0.8085, recall: 0.8211, relative_absolute_error: 0.548, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3747, root_relative_squared_error: 0.8676,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8545, f_measure: 0.8292, kappa: 0.5285, kb_relative_information_score: 1849.5869, mean_absolute_error: 0.2049, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8278, predictive_accuracy: 0.8354, prior_entropy: 0.8085, recall: 0.8354, relative_absolute_error: 0.5491, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3509, root_relative_squared_error: 0.8124,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8628, f_measure: 0.8313, kappa: 0.5355, kb_relative_information_score: 1830.3856, mean_absolute_error: 0.2086, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8297, predictive_accuracy: 0.8367, prior_entropy: 0.8085, recall: 0.8367, relative_absolute_error: 0.559, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3447, root_relative_squared_error: 0.7981,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8648, f_measure: 0.831, kappa: 0.5348, kb_relative_information_score: 1842.3052, mean_absolute_error: 0.2084, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8294, predictive_accuracy: 0.8365, prior_entropy: 0.8085, recall: 0.8365, relative_absolute_error: 0.5584, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3433, root_relative_squared_error: 0.7947,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7823, f_measure: 0.81, kappa: 0.4849, kb_relative_information_score: 1790.9442, mean_absolute_error: 0.2023, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8082, predictive_accuracy: 0.8124, prior_entropy: 0.8085, recall: 0.8124, relative_absolute_error: 0.542, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4006, root_relative_squared_error: 0.9276,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8597, f_measure: 0.8304, kappa: 0.5313, kb_relative_information_score: 1830.9158, mean_absolute_error: 0.2072, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8293, predictive_accuracy: 0.8369, prior_entropy: 0.8085, recall: 0.8369, relative_absolute_error: 0.5552, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3475, root_relative_squared_error: 0.8045,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8316, f_measure: 0.8175, kappa: 0.5007, kb_relative_information_score: 1797.7053, mean_absolute_error: 0.2046, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8152, predictive_accuracy: 0.8218, prior_entropy: 0.8085, recall: 0.8218, relative_absolute_error: 0.5483, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3671, root_relative_squared_error: 0.85,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.854, f_measure: 0.8285, kappa: 0.5268, kb_relative_information_score: 1828.9283, mean_absolute_error: 0.2065, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8271, predictive_accuracy: 0.8347, prior_entropy: 0.8085, recall: 0.8347, relative_absolute_error: 0.5534, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3495, root_relative_squared_error: 0.8091,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8319, f_measure: 0.8191, kappa: 0.5051, kb_relative_information_score: 1793.9386, mean_absolute_error: 0.2049, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8169, predictive_accuracy: 0.8233, prior_entropy: 0.8085, recall: 0.8233, relative_absolute_error: 0.5492, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3669, root_relative_squared_error: 0.8494,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8472, f_measure: 0.8186, kappa: 0.4995, kb_relative_information_score: 1807.8901, mean_absolute_error: 0.2062, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8167, predictive_accuracy: 0.8251, prior_entropy: 0.8085, recall: 0.8251, relative_absolute_error: 0.5526, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3561, root_relative_squared_error: 0.8244,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8299, f_measure: 0.8216, kappa: 0.5128, kb_relative_information_score: 1852.505, mean_absolute_error: 0.2005, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8195, predictive_accuracy: 0.8255, prior_entropy: 0.8085, recall: 0.8255, relative_absolute_error: 0.5374, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3706, root_relative_squared_error: 0.8581,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8496, f_measure: 0.8233, kappa: 0.514, kb_relative_information_score: 1791.485, mean_absolute_error: 0.2091, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8214, predictive_accuracy: 0.8288, prior_entropy: 0.8085, recall: 0.8288, relative_absolute_error: 0.5602, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3551, root_relative_squared_error: 0.822,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8502, f_measure: 0.8256, kappa: 0.5192, kb_relative_information_score: 1808.954, mean_absolute_error: 0.2065, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.824, predictive_accuracy: 0.8317, prior_entropy: 0.8085, recall: 0.8317, relative_absolute_error: 0.5535, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3548, root_relative_squared_error: 0.8213,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8307, f_measure: 0.8166, kappa: 0.5001, kb_relative_information_score: 1804.018, mean_absolute_error: 0.2041, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8145, predictive_accuracy: 0.82, prior_entropy: 0.8085, recall: 0.82, relative_absolute_error: 0.547, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3688, root_relative_squared_error: 0.8539,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8629, f_measure: 0.8315, kappa: 0.5363, kb_relative_information_score: 1829.4905, mean_absolute_error: 0.2087, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8299, predictive_accuracy: 0.8369, prior_entropy: 0.8085, recall: 0.8369, relative_absolute_error: 0.5593, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3448, root_relative_squared_error: 0.7982,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8628, f_measure: 0.8315, kappa: 0.5363, kb_relative_information_score: 1829.6988, mean_absolute_error: 0.2087, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8299, predictive_accuracy: 0.8369, prior_entropy: 0.8085, recall: 0.8369, relative_absolute_error: 0.5593, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3448, root_relative_squared_error: 0.7982,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8371, f_measure: 0.8197, kappa: 0.504, kb_relative_information_score: 1802.1521, mean_absolute_error: 0.2049, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8176, predictive_accuracy: 0.8253, prior_entropy: 0.8085, recall: 0.8253, relative_absolute_error: 0.5491, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3622, root_relative_squared_error: 0.8386,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8658, f_measure: 0.8299, kappa: 0.5326, kb_relative_information_score: 1832.67, mean_absolute_error: 0.2092, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8281, predictive_accuracy: 0.8349, prior_entropy: 0.8085, recall: 0.8349, relative_absolute_error: 0.5607, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3427, root_relative_squared_error: 0.7934,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8518, f_measure: 0.8232, kappa: 0.5138, kb_relative_information_score: 1795.1431, mean_absolute_error: 0.2088, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8212, predictive_accuracy: 0.8286, prior_entropy: 0.8085, recall: 0.8286, relative_absolute_error: 0.5596, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3545, root_relative_squared_error: 0.8206,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8462, f_measure: 0.824, kappa: 0.5162, kb_relative_information_score: 1824.574, mean_absolute_error: 0.2044, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.822, predictive_accuracy: 0.8292, prior_entropy: 0.8085, recall: 0.8292, relative_absolute_error: 0.5476, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3565, root_relative_squared_error: 0.8253,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8169, f_measure: 0.8113, kappa: 0.4858, kb_relative_information_score: 1746.0121, mean_absolute_error: 0.2062, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8091, predictive_accuracy: 0.8148, prior_entropy: 0.8085, recall: 0.8148, relative_absolute_error: 0.5525, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3806, root_relative_squared_error: 0.8812,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8654, f_measure: 0.8324, kappa: 0.5376, kb_relative_information_score: 1819.3963, mean_absolute_error: 0.2095, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8312, predictive_accuracy: 0.8384, prior_entropy: 0.8085, recall: 0.8384, relative_absolute_error: 0.5615, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.344, root_relative_squared_error: 0.7965,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.819, f_measure: 0.8118, kappa: 0.4868, kb_relative_information_score: 1844.9578, mean_absolute_error: 0.1996, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8095, predictive_accuracy: 0.8154, prior_entropy: 0.8085, recall: 0.8154, relative_absolute_error: 0.5349, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3808, root_relative_squared_error: 0.8815,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8294, f_measure: 0.8208, kappa: 0.5119, kb_relative_information_score: 1841.6719, mean_absolute_error: 0.2006, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8188, predictive_accuracy: 0.824, prior_entropy: 0.8085, recall: 0.824, relative_absolute_error: 0.5375, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3708, root_relative_squared_error: 0.8584,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8378, f_measure: 0.8249, kappa: 0.5189, kb_relative_information_score: 1798.8506, mean_absolute_error: 0.2054, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.823, predictive_accuracy: 0.8301, prior_entropy: 0.8085, recall: 0.8301, relative_absolute_error: 0.5503, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3602, root_relative_squared_error: 0.8338,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8644, f_measure: 0.8315, kappa: 0.5347, kb_relative_information_score: 1823.9524, mean_absolute_error: 0.2094, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8303, predictive_accuracy: 0.8378, prior_entropy: 0.8085, recall: 0.8378, relative_absolute_error: 0.5612, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.345, root_relative_squared_error: 0.7988,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8612, f_measure: 0.8264, kappa: 0.5206, kb_relative_information_score: 1808.6837, mean_absolute_error: 0.2081, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.825, predictive_accuracy: 0.833, prior_entropy: 0.8085, recall: 0.833, relative_absolute_error: 0.5577, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3484, root_relative_squared_error: 0.8065,

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