Task
Supervised Classification on isolet

Supervised Classification on isolet

Task 3481 Supervised Classification isolet 14493 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:

14493 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: 0.9678, f_measure: 0.9422, kappa: 0.9356, kb_relative_information_score: 0.9373, mean_absolute_error: 0.0048, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9528, predictive_accuracy: 0.9381, prior_entropy: 4.7004, recall: 0.9381, relative_absolute_error: 0.0644, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.069, root_relative_squared_error: 0.359,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9674, f_measure: 0.9417, kappa: 0.9348, kb_relative_information_score: 0.9365, mean_absolute_error: 0.0048, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9526, predictive_accuracy: 0.9373, prior_entropy: 4.7004, recall: 0.9373, relative_absolute_error: 0.0652, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0695, root_relative_squared_error: 0.3612,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9729, f_measure: 0.95, kappa: 0.9457, kb_relative_information_score: 0.9472, mean_absolute_error: 0.004, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9562, predictive_accuracy: 0.9478, prior_entropy: 4.7004, recall: 0.9478, relative_absolute_error: 0.0543, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0634, root_relative_squared_error: 0.3295,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9731, f_measure: 0.9505, kappa: 0.9462, kb_relative_information_score: 0.9477, mean_absolute_error: 0.004, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9565, predictive_accuracy: 0.9483, prior_entropy: 4.7004, recall: 0.9483, relative_absolute_error: 0.0538, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0631, root_relative_squared_error: 0.3279,
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: 0.9734, f_measure: 0.9488, kappa: 0.9468, kb_relative_information_score: 0.9482, mean_absolute_error: 0.0039, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9497, predictive_accuracy: 0.9488, prior_entropy: 4.7004, recall: 0.9488, relative_absolute_error: 0.0532, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0627, root_relative_squared_error: 0.3263,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8996, f_measure: 0.8527, kappa: 0.7993, kb_relative_information_score: 0.8046, mean_absolute_error: 0.0148, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9356, predictive_accuracy: 0.807, prior_entropy: 4.7004, recall: 0.807, relative_absolute_error: 0.2007, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1219, root_relative_squared_error: 0.6336,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9428, f_measure: 0.9066, kappa: 0.8856, kb_relative_information_score: 0.8886, mean_absolute_error: 0.0085, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9405, predictive_accuracy: 0.89, prior_entropy: 4.7004, recall: 0.89, relative_absolute_error: 0.1144, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.092, root_relative_squared_error: 0.4784,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9343, f_measure: 0.8957, kappa: 0.8686, kb_relative_information_score: 0.8721, mean_absolute_error: 0.0097, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9385, predictive_accuracy: 0.8737, prior_entropy: 4.7004, recall: 0.8737, relative_absolute_error: 0.1314, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0986, root_relative_squared_error: 0.5126,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.955, f_measure: 0.9236, kappa: 0.91, kb_relative_information_score: 0.9124, mean_absolute_error: 0.0067, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9459, predictive_accuracy: 0.9134, prior_entropy: 4.7004, recall: 0.9134, relative_absolute_error: 0.09, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0816, root_relative_squared_error: 0.4243,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9023, f_measure: 0.8559, kappa: 0.8046, kb_relative_information_score: 0.8098, mean_absolute_error: 0.0145, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9354, predictive_accuracy: 0.8121, prior_entropy: 4.7004, recall: 0.8121, relative_absolute_error: 0.1954, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1202, root_relative_squared_error: 0.6252,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5792, kappa: 0.1583, kb_relative_information_score: 0.181, mean_absolute_error: 0.0623, mean_prior_absolute_error: 0.074, number_of_instances: 7797, predictive_accuracy: 0.1907, prior_entropy: 4.7004, recall: 0.1907, relative_absolute_error: 0.8417, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2495, root_relative_squared_error: 1.2974,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6232, f_measure: 0.3596, kappa: 0.2464, kb_relative_information_score: 0.2666, mean_absolute_error: 0.0557, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.8964, predictive_accuracy: 0.2754, prior_entropy: 4.7004, recall: 0.2754, relative_absolute_error: 0.7536, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2361, root_relative_squared_error: 1.2277,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5586, kappa: 0.1172, kb_relative_information_score: 0.141, mean_absolute_error: 0.0653, mean_prior_absolute_error: 0.074, number_of_instances: 7797, predictive_accuracy: 0.1512, prior_entropy: 4.7004, recall: 0.1512, relative_absolute_error: 0.8827, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2555, root_relative_squared_error: 1.3287,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9814, f_measure: 0.9644, kappa: 0.9628, kb_relative_information_score: 0.9638, mean_absolute_error: 0.0028, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9652, predictive_accuracy: 0.9642, prior_entropy: 4.7004, recall: 0.9642, relative_absolute_error: 0.0372, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0525, root_relative_squared_error: 0.2728,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5464, kappa: 0.0927, kb_relative_information_score: 0.1171, mean_absolute_error: 0.0671, mean_prior_absolute_error: 0.074, number_of_instances: 7797, predictive_accuracy: 0.1276, prior_entropy: 4.7004, recall: 0.1276, relative_absolute_error: 0.9073, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.259, root_relative_squared_error: 1.3471,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5642, kappa: 0.1283, kb_relative_information_score: 0.1517, mean_absolute_error: 0.0645, mean_prior_absolute_error: 0.074, number_of_instances: 7797, predictive_accuracy: 0.1619, prior_entropy: 4.7004, recall: 0.1619, relative_absolute_error: 0.8717, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2539, root_relative_squared_error: 1.3204,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9689, f_measure: 0.9424, kappa: 0.9377, kb_relative_information_score: 0.9394, mean_absolute_error: 0.0046, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9494, predictive_accuracy: 0.9401, prior_entropy: 4.7004, recall: 0.9401, relative_absolute_error: 0.0623, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0679, root_relative_squared_error: 0.353,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6497, f_measure: 0.421, kappa: 0.2993, kb_relative_information_score: 0.3181, mean_absolute_error: 0.0518, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.895, predictive_accuracy: 0.3263, prior_entropy: 4.7004, recall: 0.3263, relative_absolute_error: 0.7007, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2277, root_relative_squared_error: 1.1838,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.602, f_measure: 0.3094, kappa: 0.2041, kb_relative_information_score: 0.2255, mean_absolute_error: 0.0589, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.896, predictive_accuracy: 0.2347, prior_entropy: 4.7004, recall: 0.2347, relative_absolute_error: 0.7959, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2426, root_relative_squared_error: 1.2617,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9692, f_measure: 0.943, kappa: 0.9384, kb_relative_information_score: 0.94, mean_absolute_error: 0.0046, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9499, predictive_accuracy: 0.9407, prior_entropy: 4.7004, recall: 0.9407, relative_absolute_error: 0.0616, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0675, root_relative_squared_error: 0.3511,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8975, kappa: 0.795, kb_relative_information_score: 0.8004, mean_absolute_error: 0.0152, mean_prior_absolute_error: 0.074, number_of_instances: 7797, predictive_accuracy: 0.8029, prior_entropy: 4.7004, recall: 0.8029, relative_absolute_error: 0.205, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1231, root_relative_squared_error: 0.6403,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8908, kappa: 0.7816, kb_relative_information_score: 0.7874, mean_absolute_error: 0.0162, mean_prior_absolute_error: 0.074, number_of_instances: 7797, predictive_accuracy: 0.79, prior_entropy: 4.7004, recall: 0.79, relative_absolute_error: 0.2184, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1271, root_relative_squared_error: 0.6608,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7883, kappa: 0.5766, kb_relative_information_score: 0.588, mean_absolute_error: 0.0313, mean_prior_absolute_error: 0.074, number_of_instances: 7797, predictive_accuracy: 0.5929, prior_entropy: 4.7004, recall: 0.5929, relative_absolute_error: 0.4234, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.177, root_relative_squared_error: 0.9202,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8251, kappa: 0.6503, kb_relative_information_score: 0.6596, mean_absolute_error: 0.0259, mean_prior_absolute_error: 0.074, number_of_instances: 7797, predictive_accuracy: 0.6637, prior_entropy: 4.7004, recall: 0.6637, relative_absolute_error: 0.3497, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1608, root_relative_squared_error: 0.8363,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8878, kappa: 0.7755, kb_relative_information_score: 0.7815, mean_absolute_error: 0.0166, mean_prior_absolute_error: 0.074, number_of_instances: 7797, predictive_accuracy: 0.7841, prior_entropy: 4.7004, recall: 0.7841, relative_absolute_error: 0.2245, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1289, root_relative_squared_error: 0.6701,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6863, f_measure: 0.5123, kappa: 0.3726, kb_relative_information_score: 0.3894, mean_absolute_error: 0.0464, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9248, predictive_accuracy: 0.3967, prior_entropy: 4.7004, recall: 0.3967, relative_absolute_error: 0.6274, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2154, root_relative_squared_error: 1.1202,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6863, f_measure: 0.5123, kappa: 0.3726, kb_relative_information_score: 0.3894, mean_absolute_error: 0.0464, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9248, predictive_accuracy: 0.3967, prior_entropy: 4.7004, recall: 0.3967, relative_absolute_error: 0.6274, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2154, root_relative_squared_error: 1.1202,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6863, f_measure: 0.5123, kappa: 0.3726, kb_relative_information_score: 0.3894, mean_absolute_error: 0.0464, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9248, predictive_accuracy: 0.3967, prior_entropy: 4.7004, recall: 0.3967, relative_absolute_error: 0.6274, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2154, root_relative_squared_error: 1.1202,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6863, f_measure: 0.5123, kappa: 0.3726, kb_relative_information_score: 0.3894, mean_absolute_error: 0.0464, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9248, predictive_accuracy: 0.3967, prior_entropy: 4.7004, recall: 0.3967, relative_absolute_error: 0.6274, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2154, root_relative_squared_error: 1.1202,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6863, f_measure: 0.5123, kappa: 0.3726, kb_relative_information_score: 0.3894, mean_absolute_error: 0.0464, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9248, predictive_accuracy: 0.3967, prior_entropy: 4.7004, recall: 0.3967, relative_absolute_error: 0.6274, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2154, root_relative_squared_error: 1.1202,
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: 0.9874, 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: 0.9867, f_measure: 0.9745, kappa: 0.9733, kb_relative_information_score: 0.974, mean_absolute_error: 0.002, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9748, predictive_accuracy: 0.9743, prior_entropy: 4.7004, recall: 0.9743, relative_absolute_error: 0.0267, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0444, root_relative_squared_error: 0.231,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9873, f_measure: 0.9756, kappa: 0.9745, kb_relative_information_score: 0.9752, mean_absolute_error: 0.0019, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9758, predictive_accuracy: 0.9755, prior_entropy: 4.7004, recall: 0.9755, relative_absolute_error: 0.0255, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0434, root_relative_squared_error: 0.2257,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9828, f_measure: 0.9669, kappa: 0.9656, kb_relative_information_score: 0.9665, mean_absolute_error: 0.0025, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9671, predictive_accuracy: 0.9669, prior_entropy: 4.7004, recall: 0.9669, relative_absolute_error: 0.0344, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0505, root_relative_squared_error: 0.2623,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5248, kappa: 0.0496, kb_relative_information_score: 0.0752, mean_absolute_error: 0.0703, mean_prior_absolute_error: 0.074, number_of_instances: 7797, predictive_accuracy: 0.0862, prior_entropy: 4.7004, recall: 0.0862, relative_absolute_error: 0.9504, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2651, root_relative_squared_error: 1.3787,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5145, kappa: 0.0289, kb_relative_information_score: 0.0551, mean_absolute_error: 0.0718, mean_prior_absolute_error: 0.074, number_of_instances: 7797, predictive_accuracy: 0.0663, prior_entropy: 4.7004, recall: 0.0663, relative_absolute_error: 0.971, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.268, root_relative_squared_error: 1.3936,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9845, f_measure: 0.9703, kappa: 0.9689, kb_relative_information_score: 0.9698, mean_absolute_error: 0.0023, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9711, predictive_accuracy: 0.9701, prior_entropy: 4.7004, recall: 0.9701, relative_absolute_error: 0.0311, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0479, root_relative_squared_error: 0.2493,
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: 0.9831, f_measure: 0.9675, kappa: 0.9661, kb_relative_information_score: 0.967, mean_absolute_error: 0.0025, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9681, predictive_accuracy: 0.9674, prior_entropy: 4.7004, recall: 0.9674, relative_absolute_error: 0.0339, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0501, root_relative_squared_error: 0.2603,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9843, f_measure: 0.9699, kappa: 0.9685, kb_relative_information_score: 0.9694, mean_absolute_error: 0.0023, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9703, predictive_accuracy: 0.9697, prior_entropy: 4.7004, recall: 0.9697, relative_absolute_error: 0.0315, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0483, root_relative_squared_error: 0.2509,
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: 0.9875, f_measure: 0.9759, kappa: 0.9749, kb_relative_information_score: 0.9756, mean_absolute_error: 0.0019, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9762, predictive_accuracy: 0.9759, prior_entropy: 4.7004, recall: 0.9759, relative_absolute_error: 0.0251, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0431, root_relative_squared_error: 0.2239,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8952, kappa: 0.7903, kb_relative_information_score: 0.7959, mean_absolute_error: 0.0155, mean_prior_absolute_error: 0.074, number_of_instances: 7797, predictive_accuracy: 0.7984, prior_entropy: 4.7004, recall: 0.7984, relative_absolute_error: 0.2097, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1245, root_relative_squared_error: 0.6476,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6124, f_measure: 0.3338, kappa: 0.2248, kb_relative_information_score: 0.2456, mean_absolute_error: 0.0573, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.8963, predictive_accuracy: 0.2546, prior_entropy: 4.7004, recall: 0.2546, relative_absolute_error: 0.7752, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2395, root_relative_squared_error: 1.2452,
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: 0.5193, kappa: 0.0385, kb_relative_information_score: 0.0644, mean_absolute_error: 0.0711, mean_prior_absolute_error: 0.074, number_of_instances: 7797, predictive_accuracy: 0.0755, prior_entropy: 4.7004, recall: 0.0755, relative_absolute_error: 0.9614, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2667, root_relative_squared_error: 1.3867,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9843, f_measure: 0.9699, kappa: 0.9685, kb_relative_information_score: 0.9694, mean_absolute_error: 0.0023, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9703, predictive_accuracy: 0.9697, prior_entropy: 4.7004, recall: 0.9697, relative_absolute_error: 0.0315, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0483, root_relative_squared_error: 0.2509,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9817, f_measure: 0.9653, kappa: 0.9635, kb_relative_information_score: 0.9644, mean_absolute_error: 0.0027, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9669, predictive_accuracy: 0.9649, prior_entropy: 4.7004, recall: 0.9649, relative_absolute_error: 0.0365, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.052, root_relative_squared_error: 0.2704,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5714, kappa: 0.1429, kb_relative_information_score: 0.1659, mean_absolute_error: 0.0634, mean_prior_absolute_error: 0.074, number_of_instances: 7797, predictive_accuracy: 0.1758, prior_entropy: 4.7004, recall: 0.1758, relative_absolute_error: 0.8571, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2518, root_relative_squared_error: 1.3093,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.957, f_measure: 0.9237, kappa: 0.914, kb_relative_information_score: 0.9163, mean_absolute_error: 0.0064, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9406, predictive_accuracy: 0.9173, prior_entropy: 4.7004, recall: 0.9173, relative_absolute_error: 0.086, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0798, root_relative_squared_error: 0.4148,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.522, kappa: 0.044, kb_relative_information_score: 0.0697, mean_absolute_error: 0.0707, mean_prior_absolute_error: 0.074, number_of_instances: 7797, predictive_accuracy: 0.0808, prior_entropy: 4.7004, recall: 0.0808, relative_absolute_error: 0.956, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2659, root_relative_squared_error: 1.3827,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9808, f_measure: 0.9633, kappa: 0.9616, kb_relative_information_score: 0.9626, mean_absolute_error: 0.0028, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9643, predictive_accuracy: 0.9631, prior_entropy: 4.7004, recall: 0.9631, relative_absolute_error: 0.0384, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0533, root_relative_squared_error: 0.2772,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5297, kappa: 0.0594, kb_relative_information_score: 0.0847, mean_absolute_error: 0.0696, mean_prior_absolute_error: 0.074, number_of_instances: 7797, predictive_accuracy: 0.0955, prior_entropy: 4.7004, recall: 0.0955, relative_absolute_error: 0.9406, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2638, root_relative_squared_error: 1.3716,
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: 0.7132, f_measure: 0.5675, kappa: 0.4264, kb_relative_information_score: 0.4418, mean_absolute_error: 0.0424, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9296, predictive_accuracy: 0.4485, prior_entropy: 4.7004, recall: 0.4485, relative_absolute_error: 0.5736, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.206, root_relative_squared_error: 1.071,
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: 0.7646, f_measure: 0.6604, kappa: 0.5291, kb_relative_information_score: 0.5418, mean_absolute_error: 0.0348, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9286, predictive_accuracy: 0.5473, prior_entropy: 4.7004, recall: 0.5473, relative_absolute_error: 0.4708, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1866, root_relative_squared_error: 0.9704,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5225, kappa: 0.045, kb_relative_information_score: 0.0706, mean_absolute_error: 0.0706, mean_prior_absolute_error: 0.074, number_of_instances: 7797, predictive_accuracy: 0.0817, prior_entropy: 4.7004, recall: 0.0817, relative_absolute_error: 0.955, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2658, root_relative_squared_error: 1.3821,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9865, f_measure: 0.974, kappa: 0.9729, kb_relative_information_score: 0.9736, mean_absolute_error: 0.002, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9742, predictive_accuracy: 0.974, prior_entropy: 4.7004, recall: 0.974, relative_absolute_error: 0.0271, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0448, root_relative_squared_error: 0.2327,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9823, f_measure: 0.9659, 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: 0.966, 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: 0.7549, f_measure: 0.5306, kappa: 0.5098, kb_relative_information_score: 0.523, mean_absolute_error: 0.0363, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.5779, predictive_accuracy: 0.5287, prior_entropy: 4.7004, recall: 0.5287, relative_absolute_error: 0.4902, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1904, root_relative_squared_error: 0.9901,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5442, kappa: 0.0883, kb_relative_information_score: 0.1128, mean_absolute_error: 0.0674, mean_prior_absolute_error: 0.074, number_of_instances: 7797, predictive_accuracy: 0.1234, prior_entropy: 4.7004, recall: 0.1234, relative_absolute_error: 0.9117, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2597, root_relative_squared_error: 1.3503,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6412, f_measure: 0.4017, kappa: 0.2824, kb_relative_information_score: 0.3017, mean_absolute_error: 0.0531, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.8941, predictive_accuracy: 0.31, prior_entropy: 4.7004, recall: 0.31, relative_absolute_error: 0.7176, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2304, root_relative_squared_error: 1.198,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5822, f_measure: 0.2613, kappa: 0.1645, kb_relative_information_score: 0.1869, mean_absolute_error: 0.0618, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.8964, predictive_accuracy: 0.1966, prior_entropy: 4.7004, recall: 0.1966, relative_absolute_error: 0.8355, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2486, root_relative_squared_error: 1.2927,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6568, f_measure: 0.4366, kappa: 0.3136, kb_relative_information_score: 0.332, mean_absolute_error: 0.0508, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.8963, predictive_accuracy: 0.34, prior_entropy: 4.7004, recall: 0.34, relative_absolute_error: 0.6864, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2253, root_relative_squared_error: 1.1717,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5524, kappa: 0.1047, kb_relative_information_score: 0.1288, mean_absolute_error: 0.0662, mean_prior_absolute_error: 0.074, number_of_instances: 7797, predictive_accuracy: 0.1392, prior_entropy: 4.7004, recall: 0.1392, relative_absolute_error: 0.8953, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2573, root_relative_squared_error: 1.3381,
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: 0.9543, f_measure: 0.9227, kappa: 0.9086, kb_relative_information_score: 0.9111, mean_absolute_error: 0.0068, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9458, predictive_accuracy: 0.9121, prior_entropy: 4.7004, recall: 0.9121, relative_absolute_error: 0.0914, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0822, root_relative_squared_error: 0.4275,
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: 0.5684, kappa: 0.1367, kb_relative_information_score: 0.1599, mean_absolute_error: 0.0639, mean_prior_absolute_error: 0.074, number_of_instances: 7797, predictive_accuracy: 0.1699, prior_entropy: 4.7004, recall: 0.1699, relative_absolute_error: 0.8633, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2527, root_relative_squared_error: 1.314,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5043, kappa: 0.0085, kb_relative_information_score: 0.0352, mean_absolute_error: 0.0733, mean_prior_absolute_error: 0.074, number_of_instances: 7797, predictive_accuracy: 0.0467, prior_entropy: 4.7004, recall: 0.0467, relative_absolute_error: 0.9914, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2708, root_relative_squared_error: 1.4082,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5327, kappa: 0.0655, kb_relative_information_score: 0.0906, mean_absolute_error: 0.0691, mean_prior_absolute_error: 0.074, number_of_instances: 7797, predictive_accuracy: 0.1014, prior_entropy: 4.7004, recall: 0.1014, relative_absolute_error: 0.9345, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2629, root_relative_squared_error: 1.3671,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5902, f_measure: 0.2824, kappa: 0.1805, kb_relative_information_score: 0.2025, mean_absolute_error: 0.0606, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.8963, predictive_accuracy: 0.212, prior_entropy: 4.7004, recall: 0.212, relative_absolute_error: 0.8195, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2462, root_relative_squared_error: 1.2802,
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: 0.9822, 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: 0.9462, f_measure: 0.9114, kappa: 0.8924, kb_relative_information_score: 0.8953, mean_absolute_error: 0.008, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9422, predictive_accuracy: 0.8965, prior_entropy: 4.7004, recall: 0.8965, relative_absolute_error: 0.1076, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0892, root_relative_squared_error: 0.464,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9829, f_measure: 0.9672, kappa: 0.9659, kb_relative_information_score: 0.9668, mean_absolute_error: 0.0025, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9673, predictive_accuracy: 0.9672, prior_entropy: 4.7004, recall: 0.9672, relative_absolute_error: 0.0341, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0503, root_relative_squared_error: 0.2613,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9872, f_measure: 0.9754, kappa: 0.9744, kb_relative_information_score: 0.9751, mean_absolute_error: 0.0019, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9757, predictive_accuracy: 0.9754, prior_entropy: 4.7004, recall: 0.9754, relative_absolute_error: 0.0256, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0435, root_relative_squared_error: 0.2263,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8974, f_measure: 0.8499, kappa: 0.7949, kb_relative_information_score: 0.8004, mean_absolute_error: 0.0152, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9353, predictive_accuracy: 0.8027, prior_entropy: 4.7004, recall: 0.8027, relative_absolute_error: 0.2051, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1232, root_relative_squared_error: 0.6405,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9328, f_measure: 0.8936, kappa: 0.8655, kb_relative_information_score: 0.8692, mean_absolute_error: 0.0099, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.938, predictive_accuracy: 0.8707, prior_entropy: 4.7004, recall: 0.8707, relative_absolute_error: 0.1345, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0997, root_relative_squared_error: 0.5186,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5127, kappa: 0.0253, kb_relative_information_score: 0.0516, mean_absolute_error: 0.0721, mean_prior_absolute_error: 0.074, number_of_instances: 7797, predictive_accuracy: 0.0628, prior_entropy: 4.7004, recall: 0.0628, relative_absolute_error: 0.9746, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2685, root_relative_squared_error: 1.3962,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5181, kappa: 0.0361, kb_relative_information_score: 0.0621, mean_absolute_error: 0.0713, mean_prior_absolute_error: 0.074, number_of_instances: 7797, predictive_accuracy: 0.0732, prior_entropy: 4.7004, recall: 0.0732, relative_absolute_error: 0.9638, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.267, root_relative_squared_error: 1.3884,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5201, kappa: 0.0403, kb_relative_information_score: 0.0661, mean_absolute_error: 0.071, mean_prior_absolute_error: 0.074, number_of_instances: 7797, predictive_accuracy: 0.0772, prior_entropy: 4.7004, recall: 0.0772, relative_absolute_error: 0.9597, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2664, root_relative_squared_error: 1.3854,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9796, f_measure: 0.9614, kappa: 0.9592, kb_relative_information_score: 0.9603, mean_absolute_error: 0.003, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9636, predictive_accuracy: 0.9608, prior_entropy: 4.7004, recall: 0.9608, relative_absolute_error: 0.0408, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0549, root_relative_squared_error: 0.2857,
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: 0.9869, f_measure: 0.9749, kappa: 0.9739, kb_relative_information_score: 0.9746, mean_absolute_error: 0.0019, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9753, predictive_accuracy: 0.9749, prior_entropy: 4.7004, recall: 0.9749, relative_absolute_error: 0.0261, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.044, root_relative_squared_error: 0.2287,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9843, f_measure: 0.9701, 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: 0.9709, 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: 0.5194, kappa: 0.0388, kb_relative_information_score: 0.0647, mean_absolute_error: 0.0711, mean_prior_absolute_error: 0.074, number_of_instances: 7797, predictive_accuracy: 0.0758, prior_entropy: 4.7004, recall: 0.0758, relative_absolute_error: 0.9612, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2666, root_relative_squared_error: 1.3865,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5702, f_measure: 0.1774, kappa: 0.1405, kb_relative_information_score: 0.1636, mean_absolute_error: 0.0636, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.2163, predictive_accuracy: 0.1735, prior_entropy: 4.7004, recall: 0.1735, relative_absolute_error: 0.8595, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2521, root_relative_squared_error: 1.3111,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6096, f_measure: 0.3265, kappa: 0.2192, kb_relative_information_score: 0.2401, mean_absolute_error: 0.0578, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.8968, predictive_accuracy: 0.2492, prior_entropy: 4.7004, recall: 0.2492, relative_absolute_error: 0.7808, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2403, root_relative_squared_error: 1.2497,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.593, f_measure: 0.2892, kappa: 0.1861, kb_relative_information_score: 0.2079, mean_absolute_error: 0.0602, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.8955, predictive_accuracy: 0.2174, prior_entropy: 4.7004, recall: 0.2174, relative_absolute_error: 0.8139, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2454, root_relative_squared_error: 1.2759,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5584, kappa: 0.1168, kb_relative_information_score: 0.1406, mean_absolute_error: 0.0653, mean_prior_absolute_error: 0.074, number_of_instances: 7797, predictive_accuracy: 0.1508, prior_entropy: 4.7004, recall: 0.1508, relative_absolute_error: 0.8831, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2556, root_relative_squared_error: 1.329,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5713, kappa: 0.1426, kb_relative_information_score: 0.1656, mean_absolute_error: 0.0634, mean_prior_absolute_error: 0.074, number_of_instances: 7797, predictive_accuracy: 0.1756, prior_entropy: 4.7004, recall: 0.1756, relative_absolute_error: 0.8574, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2518, root_relative_squared_error: 1.3095,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.59, f_measure: 0.2818, kappa: 0.1801, kb_relative_information_score: 0.2021, mean_absolute_error: 0.0606, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.8969, predictive_accuracy: 0.2116, prior_entropy: 4.7004, recall: 0.2116, relative_absolute_error: 0.8199, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2463, root_relative_squared_error: 1.2806,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8844, kappa: 0.7687, kb_relative_information_score: 0.7748, mean_absolute_error: 0.0171, mean_prior_absolute_error: 0.074, number_of_instances: 7797, predictive_accuracy: 0.7776, prior_entropy: 4.7004, recall: 0.7776, relative_absolute_error: 0.2313, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1308, root_relative_squared_error: 0.6801,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9828, f_measure: 0.967, kappa: 0.9656, kb_relative_information_score: 0.9665, mean_absolute_error: 0.0025, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9675, predictive_accuracy: 0.9669, prior_entropy: 4.7004, recall: 0.9669, relative_absolute_error: 0.0344, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0505, root_relative_squared_error: 0.2623,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9697, f_measure: 0.9417, kappa: 0.9394, kb_relative_information_score: 0.9411, mean_absolute_error: 0.0045, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9429, predictive_accuracy: 0.9418, prior_entropy: 4.7004, recall: 0.9418, relative_absolute_error: 0.0606, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0669, root_relative_squared_error: 0.348,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9725, f_measure: 0.9471, kappa: 0.945, kb_relative_information_score: 0.9465, mean_absolute_error: 0.0041, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9479, predictive_accuracy: 0.9472, prior_entropy: 4.7004, recall: 0.9472, relative_absolute_error: 0.055, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0638, root_relative_squared_error: 0.3315,

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