OpenML
Supervised Classification on first-order-theorem-proving

Supervised Classification on first-order-theorem-proving

Task 9985 Supervised Classification first-order-theorem-proving 18738 runs submitted
0 likes downloaded by 0 people , 0 total downloads 0 issues
Visibility: Public
  • OpenML-CC18 OpenML100 study_107 study_123 study_14 study_50 study_7 study_98 study_99
Issue #Downvotes for this reason By


Metric:

18738 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: 0.8614, f_measure: 0.6031, kappa: 0.4738, kb_relative_information_score: 0.4922, mean_absolute_error: 0.1347, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5981, predictive_accuracy: 0.6108, prior_entropy: 2.3, recall: 0.6108, relative_absolute_error: 0.5371, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.328, root_relative_squared_error: 0.9262,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8598, f_measure: 0.5972, kappa: 0.4663, kb_relative_information_score: 0.432, mean_absolute_error: 0.1645, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5917, predictive_accuracy: 0.6085, prior_entropy: 2.3, recall: 0.6085, relative_absolute_error: 0.6561, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2957, root_relative_squared_error: 0.8351,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8326, f_measure: 0.5439, kappa: 0.3951, kb_relative_information_score: 0.3223, mean_absolute_error: 0.1953, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5427, predictive_accuracy: 0.57, prior_entropy: 2.3, recall: 0.57, relative_absolute_error: 0.7788, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3065, root_relative_squared_error: 0.8656,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8606, f_measure: 0.6066, kappa: 0.4783, kb_relative_information_score: 0.4589, mean_absolute_error: 0.1546, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.6016, predictive_accuracy: 0.6157, prior_entropy: 2.3, recall: 0.6157, relative_absolute_error: 0.6166, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2989, root_relative_squared_error: 0.8443,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8285, f_measure: 0.5407, kappa: 0.3904, kb_relative_information_score: 0.3129, mean_absolute_error: 0.1978, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5427, predictive_accuracy: 0.5688, prior_entropy: 2.3, recall: 0.5688, relative_absolute_error: 0.7889, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3084, root_relative_squared_error: 0.8709,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8615, f_measure: 0.6018, kappa: 0.4723, kb_relative_information_score: 0.4248, mean_absolute_error: 0.167, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5968, predictive_accuracy: 0.6154, prior_entropy: 2.3, recall: 0.6154, relative_absolute_error: 0.666, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2944, root_relative_squared_error: 0.8315,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7388, kappa: 0.1268, kb_relative_information_score: 0.1373, mean_absolute_error: 0.2321, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.4627, prior_entropy: 2.3, recall: 0.4627, relative_absolute_error: 0.9256, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.335, root_relative_squared_error: 0.9462,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8593, f_measure: 0.603, kappa: 0.4731, kb_relative_information_score: 0.491, mean_absolute_error: 0.1363, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5987, predictive_accuracy: 0.6089, prior_entropy: 2.3, recall: 0.6089, relative_absolute_error: 0.5437, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3207, root_relative_squared_error: 0.9057,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8387, f_measure: 0.5959, kappa: 0.4633, kb_relative_information_score: 0.4816, mean_absolute_error: 0.1376, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5924, predictive_accuracy: 0.6005, prior_entropy: 2.3, recall: 0.6005, relative_absolute_error: 0.5488, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3367, root_relative_squared_error: 0.9509,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8552, f_measure: 0.5823, kappa: 0.4462, kb_relative_information_score: 0.4045, mean_absolute_error: 0.1727, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5768, predictive_accuracy: 0.5968, prior_entropy: 2.3, recall: 0.5968, relative_absolute_error: 0.6886, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2974, root_relative_squared_error: 0.84,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8356, f_measure: 0.587, kappa: 0.4513, kb_relative_information_score: 0.4704, mean_absolute_error: 0.1417, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5831, predictive_accuracy: 0.5922, prior_entropy: 2.3, recall: 0.5922, relative_absolute_error: 0.5652, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3378, root_relative_squared_error: 0.9539,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.77, f_measure: 0.4366, kappa: 0.2485, kb_relative_information_score: 0.2022, mean_absolute_error: 0.2204, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.4826, predictive_accuracy: 0.502, prior_entropy: 2.3, recall: 0.502, relative_absolute_error: 0.8788, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3263, root_relative_squared_error: 0.9217,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8657, f_measure: 0.6082, kappa: 0.4802, kb_relative_information_score: 0.4963, mean_absolute_error: 0.1337, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.6036, predictive_accuracy: 0.6167, prior_entropy: 2.3, recall: 0.6167, relative_absolute_error: 0.5331, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3182, root_relative_squared_error: 0.8987,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kappa: -0, kb_relative_information_score: 0.0669, mean_absolute_error: 0.2498, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.2507, prior_entropy: 2.3, recall: 0.2507, relative_absolute_error: 0.996, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4998, root_relative_squared_error: 1.4114,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5003, kappa: 0.0006, kb_relative_information_score: 0.0515, mean_absolute_error: 0.258, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.2259, prior_entropy: 2.3, recall: 0.2259, relative_absolute_error: 1.029, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.508, root_relative_squared_error: 1.4346,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5001, kappa: 0.0002, kb_relative_information_score: 0.0985, mean_absolute_error: 0.2337, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.299, prior_entropy: 2.3, recall: 0.299, relative_absolute_error: 0.9319, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4834, root_relative_squared_error: 1.3653,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8643, f_measure: 0.6086, kappa: 0.4809, kb_relative_information_score: 0.4631, mean_absolute_error: 0.1531, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.6036, predictive_accuracy: 0.6178, prior_entropy: 2.3, recall: 0.6178, relative_absolute_error: 0.6104, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.297, root_relative_squared_error: 0.8388,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8481, f_measure: 0.5597, kappa: 0.4154, kb_relative_information_score: 0.3433, mean_absolute_error: 0.1896, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5595, predictive_accuracy: 0.584, prior_entropy: 2.3, recall: 0.584, relative_absolute_error: 0.756, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3012, root_relative_squared_error: 0.8507,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8664, f_measure: 0.6113, kappa: 0.4848, kb_relative_information_score: 0.4571, mean_absolute_error: 0.1548, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.6065, predictive_accuracy: 0.6216, prior_entropy: 2.3, recall: 0.6216, relative_absolute_error: 0.6171, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2947, root_relative_squared_error: 0.8323,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7691, f_measure: 0.4403, kappa: 0.2542, kb_relative_information_score: 0.2035, mean_absolute_error: 0.2202, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.4704, predictive_accuracy: 0.5034, prior_entropy: 2.3, recall: 0.5034, relative_absolute_error: 0.8782, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3264, root_relative_squared_error: 0.9218,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8642, f_measure: 0.6037, kappa: 0.4742, kb_relative_information_score: 0.4646, mean_absolute_error: 0.153, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5991, predictive_accuracy: 0.6125, prior_entropy: 2.3, recall: 0.6125, relative_absolute_error: 0.6102, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2993, root_relative_squared_error: 0.8454,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8705, f_measure: 0.6131, kappa: 0.4871, kb_relative_information_score: 0.4866, mean_absolute_error: 0.1419, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.6083, predictive_accuracy: 0.6223, prior_entropy: 2.3, recall: 0.6223, relative_absolute_error: 0.5659, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3009, root_relative_squared_error: 0.8498,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8637, f_measure: 0.6151, kappa: 0.4895, kb_relative_information_score: 0.5073, mean_absolute_error: 0.1287, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.6111, predictive_accuracy: 0.6229, prior_entropy: 2.3, recall: 0.6229, relative_absolute_error: 0.5133, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3258, root_relative_squared_error: 0.9201,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8648, f_measure: 0.6035, kappa: 0.4749, kb_relative_information_score: 0.4456, mean_absolute_error: 0.1595, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5983, predictive_accuracy: 0.6161, prior_entropy: 2.3, recall: 0.6161, relative_absolute_error: 0.6362, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.294, root_relative_squared_error: 0.8304,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8688, f_measure: 0.6075, kappa: 0.48, kb_relative_information_score: 0.4239, mean_absolute_error: 0.1677, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.6034, predictive_accuracy: 0.6213, prior_entropy: 2.3, recall: 0.6213, relative_absolute_error: 0.6688, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.291, root_relative_squared_error: 0.822,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, kappa: -0.0002, kb_relative_information_score: 0.0874, mean_absolute_error: 0.2379, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.2864, prior_entropy: 2.3, recall: 0.2864, relative_absolute_error: 0.9486, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4877, root_relative_squared_error: 1.3775,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8685, f_measure: 0.6177, kappa: 0.4934, kb_relative_information_score: 0.461, mean_absolute_error: 0.1536, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.6132, predictive_accuracy: 0.6285, prior_entropy: 2.3, recall: 0.6285, relative_absolute_error: 0.6124, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2935, root_relative_squared_error: 0.8289,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8638, f_measure: 0.5984, kappa: 0.4682, kb_relative_information_score: 0.4428, mean_absolute_error: 0.1598, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5931, predictive_accuracy: 0.6113, prior_entropy: 2.3, recall: 0.6113, relative_absolute_error: 0.6373, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2951, root_relative_squared_error: 0.8335,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8688, f_measure: 0.6073, kappa: 0.4799, kb_relative_information_score: 0.4254, mean_absolute_error: 0.1673, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.6025, predictive_accuracy: 0.6205, prior_entropy: 2.3, recall: 0.6205, relative_absolute_error: 0.667, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2913, root_relative_squared_error: 0.8226,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8379, f_measure: 0.5481, kappa: 0.4006, kb_relative_information_score: 0.3765, mean_absolute_error: 0.1801, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5413, predictive_accuracy: 0.5662, prior_entropy: 2.3, recall: 0.5662, relative_absolute_error: 0.7181, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3056, root_relative_squared_error: 0.863,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8583, f_measure: 0.5997, kappa: 0.4694, kb_relative_information_score: 0.4479, mean_absolute_error: 0.1584, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5944, predictive_accuracy: 0.6095, prior_entropy: 2.3, recall: 0.6095, relative_absolute_error: 0.6317, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.301, root_relative_squared_error: 0.8501,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8316, f_measure: 0.5492, kappa: 0.4028, kb_relative_information_score: 0.388, mean_absolute_error: 0.1763, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5421, predictive_accuracy: 0.566, prior_entropy: 2.3, recall: 0.566, relative_absolute_error: 0.7031, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3081, root_relative_squared_error: 0.8702,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8648, f_measure: 0.6202, kappa: 0.4963, kb_relative_information_score: 0.5093, mean_absolute_error: 0.1277, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.616, predictive_accuracy: 0.6273, prior_entropy: 2.3, recall: 0.6273, relative_absolute_error: 0.5092, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3281, root_relative_squared_error: 0.9268,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.835, f_measure: 0.5423, kappa: 0.3918, kb_relative_information_score: 0.3222, mean_absolute_error: 0.1947, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5454, predictive_accuracy: 0.5706, prior_entropy: 2.3, recall: 0.5706, relative_absolute_error: 0.7764, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3055, root_relative_squared_error: 0.8629,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.858, f_measure: 0.6035, kappa: 0.4739, kb_relative_information_score: 0.4813, mean_absolute_error: 0.1429, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.599, predictive_accuracy: 0.6102, prior_entropy: 2.3, recall: 0.6102, relative_absolute_error: 0.5697, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3134, root_relative_squared_error: 0.8851,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kappa: 0.0001, kb_relative_information_score: 0.0517, mean_absolute_error: 0.2577, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.2269, prior_entropy: 2.3, recall: 0.2269, relative_absolute_error: 1.0277, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.5077, root_relative_squared_error: 1.4337,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.862, f_measure: 0.6177, kappa: 0.4932, kb_relative_information_score: 0.504, mean_absolute_error: 0.13, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.6129, predictive_accuracy: 0.6252, prior_entropy: 2.3, recall: 0.6252, relative_absolute_error: 0.5184, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3277, root_relative_squared_error: 0.9254,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8653, f_measure: 0.6111, kappa: 0.4843, kb_relative_information_score: 0.4994, mean_absolute_error: 0.1333, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.6067, predictive_accuracy: 0.6192, prior_entropy: 2.3, recall: 0.6192, relative_absolute_error: 0.5316, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3173, root_relative_squared_error: 0.896,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8671, f_measure: 0.6148, kappa: 0.4896, kb_relative_information_score: 0.4806, mean_absolute_error: 0.1444, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.61, predictive_accuracy: 0.6242, prior_entropy: 2.3, recall: 0.6242, relative_absolute_error: 0.5759, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3006, root_relative_squared_error: 0.8489,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7639, f_measure: 0.4255, kappa: 0.2317, kb_relative_information_score: 0.1885, mean_absolute_error: 0.223, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.4761, predictive_accuracy: 0.4964, prior_entropy: 2.3, recall: 0.4964, relative_absolute_error: 0.8891, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3281, root_relative_squared_error: 0.9267,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, kappa: -0.0001, kb_relative_information_score: 0.0469, mean_absolute_error: 0.2596, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.2212, prior_entropy: 2.3, recall: 0.2212, relative_absolute_error: 1.0353, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.5095, root_relative_squared_error: 1.439,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8631, f_measure: 0.6131, kappa: 0.4867, kb_relative_information_score: 0.5061, mean_absolute_error: 0.1284, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.6092, predictive_accuracy: 0.6203, prior_entropy: 2.3, recall: 0.6203, relative_absolute_error: 0.5119, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3294, root_relative_squared_error: 0.9302,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kappa: 0, kb_relative_information_score: 0.0759, mean_absolute_error: 0.2448, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.2656, prior_entropy: 2.3, recall: 0.2656, relative_absolute_error: 0.9762, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4948, root_relative_squared_error: 1.3974,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4998, kappa: -0.0003, kb_relative_information_score: 0.1263, mean_absolute_error: 0.2207, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.3379, prior_entropy: 2.3, recall: 0.3379, relative_absolute_error: 0.8802, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4698, root_relative_squared_error: 1.3268,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8522, f_measure: 0.5888, kappa: 0.4543, kb_relative_information_score: 0.4229, mean_absolute_error: 0.1672, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5842, predictive_accuracy: 0.6002, prior_entropy: 2.3, recall: 0.6002, relative_absolute_error: 0.6667, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2994, root_relative_squared_error: 0.8457,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kappa: 0, kb_relative_information_score: 0.0136, mean_absolute_error: 0.2767, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.1698, prior_entropy: 2.3, recall: 0.1698, relative_absolute_error: 1.1035, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.526, root_relative_squared_error: 1.4857,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8691, f_measure: 0.6092, kappa: 0.4822, kb_relative_information_score: 0.4262, mean_absolute_error: 0.1667, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.6058, predictive_accuracy: 0.6229, prior_entropy: 2.3, recall: 0.6229, relative_absolute_error: 0.6647, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2907, root_relative_squared_error: 0.821,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8597, f_measure: 0.6049, kappa: 0.4761, kb_relative_information_score: 0.4499, mean_absolute_error: 0.1581, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5997, predictive_accuracy: 0.6144, prior_entropy: 2.3, recall: 0.6144, relative_absolute_error: 0.6303, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2973, root_relative_squared_error: 0.8395,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8141, f_measure: 0.5471, kappa: 0.3991, kb_relative_information_score: 0.4231, mean_absolute_error: 0.1607, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5403, predictive_accuracy: 0.5575, prior_entropy: 2.3, recall: 0.5575, relative_absolute_error: 0.6408, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3359, root_relative_squared_error: 0.9485,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.525, f_measure: 0.2916, kappa: 0.0465, kb_relative_information_score: 0.1196, mean_absolute_error: 0.2308, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.2809, predictive_accuracy: 0.3076, prior_entropy: 2.3, recall: 0.3076, relative_absolute_error: 0.9204, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4804, root_relative_squared_error: 1.3568,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8645, f_measure: 0.6028, kappa: 0.4737, kb_relative_information_score: 0.4501, mean_absolute_error: 0.1571, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5974, predictive_accuracy: 0.6146, prior_entropy: 2.3, recall: 0.6146, relative_absolute_error: 0.6264, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2954, root_relative_squared_error: 0.8343,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kappa: 0.0001, kb_relative_information_score: 0.0691, mean_absolute_error: 0.249, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.2529, prior_entropy: 2.3, recall: 0.2529, relative_absolute_error: 0.9931, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.499, root_relative_squared_error: 1.4094,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8692, f_measure: 0.6147, kappa: 0.4894, kb_relative_information_score: 0.4701, mean_absolute_error: 0.149, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.6097, predictive_accuracy: 0.6246, prior_entropy: 2.3, recall: 0.6246, relative_absolute_error: 0.5942, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2969, root_relative_squared_error: 0.8384,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8611, f_measure: 0.6125, kappa: 0.4861, kb_relative_information_score: 0.5026, mean_absolute_error: 0.1295, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.6078, predictive_accuracy: 0.6193, prior_entropy: 2.3, recall: 0.6193, relative_absolute_error: 0.5163, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3329, root_relative_squared_error: 0.9403,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8539, f_measure: 0.5799, kappa: 0.443, kb_relative_information_score: 0.4029, mean_absolute_error: 0.1732, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5747, predictive_accuracy: 0.5955, prior_entropy: 2.3, recall: 0.5955, relative_absolute_error: 0.6907, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2975, root_relative_squared_error: 0.8403,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8635, f_measure: 0.6085, kappa: 0.4807, kb_relative_information_score: 0.4864, mean_absolute_error: 0.1406, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.604, predictive_accuracy: 0.6161, prior_entropy: 2.3, recall: 0.6161, relative_absolute_error: 0.5608, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3107, root_relative_squared_error: 0.8774,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8579, f_measure: 0.6045, kappa: 0.4753, kb_relative_information_score: 0.4797, mean_absolute_error: 0.1449, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5997, predictive_accuracy: 0.6126, prior_entropy: 2.3, recall: 0.6126, relative_absolute_error: 0.5776, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3091, root_relative_squared_error: 0.8729,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8635, f_measure: 0.6149, kappa: 0.4892, kb_relative_information_score: 0.5061, mean_absolute_error: 0.1284, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.6106, predictive_accuracy: 0.6226, prior_entropy: 2.3, recall: 0.6226, relative_absolute_error: 0.512, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3296, root_relative_squared_error: 0.9309,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8695, f_measure: 0.6141, kappa: 0.4887, kb_relative_information_score: 0.4807, mean_absolute_error: 0.1456, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.6093, predictive_accuracy: 0.6237, prior_entropy: 2.3, recall: 0.6237, relative_absolute_error: 0.5806, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2985, root_relative_squared_error: 0.843,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7844, f_measure: 0.4695, kappa: 0.2952, kb_relative_information_score: 0.2535, mean_absolute_error: 0.2109, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.4841, predictive_accuracy: 0.5155, prior_entropy: 2.3, recall: 0.5155, relative_absolute_error: 0.8411, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.321, root_relative_squared_error: 0.9065,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8668, f_measure: 0.6161, kappa: 0.491, kb_relative_information_score: 0.5026, mean_absolute_error: 0.1323, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.6117, predictive_accuracy: 0.6229, prior_entropy: 2.3, recall: 0.6229, relative_absolute_error: 0.5276, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3204, root_relative_squared_error: 0.9049,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.822, f_measure: 0.5391, kappa: 0.3878, kb_relative_information_score: 0.3575, mean_absolute_error: 0.1858, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5336, predictive_accuracy: 0.5577, prior_entropy: 2.3, recall: 0.5577, relative_absolute_error: 0.741, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3101, root_relative_squared_error: 0.8757,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5551, f_measure: 0.3312, kappa: 0.1104, kb_relative_information_score: 0.1568, mean_absolute_error: 0.2237, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.3325, predictive_accuracy: 0.3359, prior_entropy: 2.3, recall: 0.3359, relative_absolute_error: 0.8922, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4656, root_relative_squared_error: 1.3149,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8602, f_measure: 0.6003, kappa: 0.47, kb_relative_information_score: 0.4516, mean_absolute_error: 0.158, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5955, predictive_accuracy: 0.6098, prior_entropy: 2.3, recall: 0.6098, relative_absolute_error: 0.6303, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2975, root_relative_squared_error: 0.8401,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8158, f_measure: 0.5195, kappa: 0.3618, kb_relative_information_score: 0.2996, mean_absolute_error: 0.2001, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5205, predictive_accuracy: 0.551, prior_entropy: 2.3, recall: 0.551, relative_absolute_error: 0.798, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3121, root_relative_squared_error: 0.8814,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8637, f_measure: 0.6102, kappa: 0.4832, kb_relative_information_score: 0.4495, mean_absolute_error: 0.1581, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.6056, predictive_accuracy: 0.6206, prior_entropy: 2.3, recall: 0.6206, relative_absolute_error: 0.6306, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2948, root_relative_squared_error: 0.8326,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8001, f_measure: 0.5562, kappa: 0.4105, kb_relative_information_score: 0.4106, mean_absolute_error: 0.1656, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5513, predictive_accuracy: 0.5626, prior_entropy: 2.3, recall: 0.5626, relative_absolute_error: 0.6603, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3286, root_relative_squared_error: 0.9279,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.2282, kappa: 0.0001, kb_relative_information_score: 0.0567, mean_absolute_error: 0.2538, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.2798, predictive_accuracy: 0.2385, prior_entropy: 2.3, recall: 0.2385, relative_absolute_error: 1.0123, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.5038, root_relative_squared_error: 1.4229,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8552, f_measure: 0.5851, kappa: 0.4499, kb_relative_information_score: 0.3789, mean_absolute_error: 0.1804, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5814, predictive_accuracy: 0.603, prior_entropy: 2.3, recall: 0.603, relative_absolute_error: 0.7194, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2972, root_relative_squared_error: 0.8394,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8637, f_measure: 0.5996, kappa: 0.4693, kb_relative_information_score: 0.4372, mean_absolute_error: 0.1626, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5948, predictive_accuracy: 0.6125, prior_entropy: 2.3, recall: 0.6125, relative_absolute_error: 0.6483, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2941, root_relative_squared_error: 0.8307,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8619, f_measure: 0.6037, kappa: 0.475, kb_relative_information_score: 0.4362, mean_absolute_error: 0.1624, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5991, predictive_accuracy: 0.6165, prior_entropy: 2.3, recall: 0.6165, relative_absolute_error: 0.6478, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2951, root_relative_squared_error: 0.8334,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.239, kappa: -0.0004, kb_relative_information_score: 0.0558, mean_absolute_error: 0.2543, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.2474, predictive_accuracy: 0.2372, prior_entropy: 2.3, recall: 0.2372, relative_absolute_error: 1.014, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.5043, root_relative_squared_error: 1.4242,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8246, f_measure: 0.5276, kappa: 0.3717, kb_relative_information_score: 0.3015, mean_absolute_error: 0.1996, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5346, predictive_accuracy: 0.5603, prior_entropy: 2.3, recall: 0.5603, relative_absolute_error: 0.7959, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3095, root_relative_squared_error: 0.8742,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5086, f_measure: 0.2427, kappa: 0.0157, kb_relative_information_score: 0.0631, mean_absolute_error: 0.2545, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.2636, predictive_accuracy: 0.2365, prior_entropy: 2.3, recall: 0.2365, relative_absolute_error: 1.0149, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.5045, root_relative_squared_error: 1.4248,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8453, f_measure: 0.5805, kappa: 0.4429, kb_relative_information_score: 0.4195, mean_absolute_error: 0.1676, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.575, predictive_accuracy: 0.5902, prior_entropy: 2.3, recall: 0.5902, relative_absolute_error: 0.6684, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3036, root_relative_squared_error: 0.8573,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8662, f_measure: 0.6104, kappa: 0.4836, kb_relative_information_score: 0.4669, mean_absolute_error: 0.1498, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.6055, predictive_accuracy: 0.6206, prior_entropy: 2.3, recall: 0.6206, relative_absolute_error: 0.5975, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.298, root_relative_squared_error: 0.8415,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8615, f_measure: 0.6147, kappa: 0.4892, kb_relative_information_score: 0.5025, mean_absolute_error: 0.1302, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.6102, predictive_accuracy: 0.6221, prior_entropy: 2.3, recall: 0.6221, relative_absolute_error: 0.5191, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3277, root_relative_squared_error: 0.9256,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.853, f_measure: 0.5778, kappa: 0.4404, kb_relative_information_score: 0.397, mean_absolute_error: 0.1749, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5725, predictive_accuracy: 0.5941, prior_entropy: 2.3, recall: 0.5941, relative_absolute_error: 0.6976, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2979, root_relative_squared_error: 0.8414,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5001, kappa: 0.0001, kb_relative_information_score: 0.1001, mean_absolute_error: 0.2331, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.3008, prior_entropy: 2.3, recall: 0.3008, relative_absolute_error: 0.9295, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4828, root_relative_squared_error: 1.3635,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8718, f_measure: 0.6145, kappa: 0.4892, kb_relative_information_score: 0.4509, mean_absolute_error: 0.1582, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.6104, predictive_accuracy: 0.6272, prior_entropy: 2.3, recall: 0.6272, relative_absolute_error: 0.631, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2905, root_relative_squared_error: 0.8204,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5723, f_measure: 0.3252, kappa: 0.1154, kb_relative_information_score: 0.1505, mean_absolute_error: 0.228, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.3455, predictive_accuracy: 0.316, prior_entropy: 2.3, recall: 0.316, relative_absolute_error: 0.9093, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4775, root_relative_squared_error: 1.3486,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8154, f_measure: 0.5457, kappa: 0.3972, kb_relative_information_score: 0.423, mean_absolute_error: 0.161, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5386, predictive_accuracy: 0.5567, prior_entropy: 2.3, recall: 0.5567, relative_absolute_error: 0.6422, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3347, root_relative_squared_error: 0.9453,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8614, f_measure: 0.6063, kappa: 0.478, kb_relative_information_score: 0.4493, mean_absolute_error: 0.1586, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.6015, predictive_accuracy: 0.6159, prior_entropy: 2.3, recall: 0.6159, relative_absolute_error: 0.6325, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2963, root_relative_squared_error: 0.8368,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8618, f_measure: 0.6112, kappa: 0.4842, kb_relative_information_score: 0.4686, mean_absolute_error: 0.1507, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.6064, predictive_accuracy: 0.6195, prior_entropy: 2.3, recall: 0.6195, relative_absolute_error: 0.6008, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3004, root_relative_squared_error: 0.8485,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8579, f_measure: 0.5936, kappa: 0.4614, kb_relative_information_score: 0.4268, mean_absolute_error: 0.1664, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5879, predictive_accuracy: 0.6058, prior_entropy: 2.3, recall: 0.6058, relative_absolute_error: 0.6634, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2969, root_relative_squared_error: 0.8385,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7904, f_measure: 0.4742, kappa: 0.2987, kb_relative_information_score: 0.2397, mean_absolute_error: 0.2132, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.497, predictive_accuracy: 0.523, prior_entropy: 2.3, recall: 0.523, relative_absolute_error: 0.85, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3207, root_relative_squared_error: 0.9057,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8215, f_measure: 0.5284, kappa: 0.3731, kb_relative_information_score: 0.3028, mean_absolute_error: 0.1993, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5346, predictive_accuracy: 0.56, prior_entropy: 2.3, recall: 0.56, relative_absolute_error: 0.7946, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3102, root_relative_squared_error: 0.876,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8616, f_measure: 0.6111, kappa: 0.4844, kb_relative_information_score: 0.4762, mean_absolute_error: 0.1462, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.6061, predictive_accuracy: 0.6196, prior_entropy: 2.3, recall: 0.6196, relative_absolute_error: 0.583, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3036, root_relative_squared_error: 0.8575,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.871, f_measure: 0.6156, kappa: 0.4906, kb_relative_information_score: 0.4836, mean_absolute_error: 0.1448, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.6109, predictive_accuracy: 0.6259, prior_entropy: 2.3, recall: 0.6259, relative_absolute_error: 0.5772, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2979, root_relative_squared_error: 0.8412,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8658, f_measure: 0.602, kappa: 0.4729, kb_relative_information_score: 0.4342, mean_absolute_error: 0.164, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5971, predictive_accuracy: 0.6151, prior_entropy: 2.3, recall: 0.6151, relative_absolute_error: 0.6541, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2933, root_relative_squared_error: 0.8283,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7428, kb_relative_information_score: 0.0776, mean_absolute_error: 0.2407, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.4175, prior_entropy: 2.3, recall: 0.4175, relative_absolute_error: 0.96, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3422, root_relative_squared_error: 0.9665,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6596, f_measure: 0.4774, kappa: 0.3003, kb_relative_information_score: 0.3278, mean_absolute_error: 0.1811, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.4819, predictive_accuracy: 0.517, prior_entropy: 2.3, recall: 0.517, relative_absolute_error: 0.7221, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3565, root_relative_squared_error: 1.0069,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8658, f_measure: 0.616, kappa: 0.4911, kb_relative_information_score: 0.5015, mean_absolute_error: 0.1329, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.6111, predictive_accuracy: 0.6239, prior_entropy: 2.3, recall: 0.6239, relative_absolute_error: 0.5301, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3185, root_relative_squared_error: 0.8995,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8396, f_measure: 0.5966, kappa: 0.4643, kb_relative_information_score: 0.4804, mean_absolute_error: 0.1371, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5931, predictive_accuracy: 0.601, prior_entropy: 2.3, recall: 0.601, relative_absolute_error: 0.5468, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3349, root_relative_squared_error: 0.946,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.866, f_measure: 0.6174, kappa: 0.4926, kb_relative_information_score: 0.5023, mean_absolute_error: 0.1322, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.6129, predictive_accuracy: 0.6247, prior_entropy: 2.3, recall: 0.6247, relative_absolute_error: 0.5273, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3205, root_relative_squared_error: 0.9052,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8288, f_measure: 0.5221, kappa: 0.3656, kb_relative_information_score: 0.2927, mean_absolute_error: 0.2018, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5331, predictive_accuracy: 0.5606, prior_entropy: 2.3, recall: 0.5606, relative_absolute_error: 0.8047, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3096, root_relative_squared_error: 0.8743,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8683, f_measure: 0.6143, kappa: 0.4885, kb_relative_information_score: 0.5007, mean_absolute_error: 0.1342, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.6097, predictive_accuracy: 0.6219, prior_entropy: 2.3, recall: 0.6219, relative_absolute_error: 0.5354, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3139, root_relative_squared_error: 0.8867,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8626, f_measure: 0.6141, kappa: 0.4884, kb_relative_information_score: 0.5038, mean_absolute_error: 0.1294, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.6093, predictive_accuracy: 0.6216, prior_entropy: 2.3, recall: 0.6216, relative_absolute_error: 0.5159, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3305, root_relative_squared_error: 0.9334,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8608, f_measure: 0.6076, kappa: 0.4791, kb_relative_information_score: 0.4964, mean_absolute_error: 0.134, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.6036, predictive_accuracy: 0.6133, prior_entropy: 2.3, recall: 0.6133, relative_absolute_error: 0.5342, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3236, root_relative_squared_error: 0.9139,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kappa: 0, kb_relative_information_score: 0.0555, mean_absolute_error: 0.2559, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.2323, prior_entropy: 2.3, recall: 0.2323, relative_absolute_error: 1.0205, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.5059, root_relative_squared_error: 1.4287,

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