Task
Supervised Classification on letter

Supervised Classification on letter

Task 6 Supervised Classification letter 35040 runs submitted
2 likes downloaded by 2 people , 5 total downloads 0 issues
Visibility: Public
  • at2 basic OpenML-CC18 OpenML100 study_1 study_107 study_123 study_14 study_41 study_7 study_70 study_73 study_98 study_99 under100k under1m
Issue #Downvotes for this reason By


Metric:

35040 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: 0.969, f_measure: 0.846, kappa: 0.8395, kb_relative_information_score: 17037.5667, mean_absolute_error: 0.0158, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.8467, predictive_accuracy: 0.8457, prior_entropy: 4.6998, recall: 0.8457, relative_absolute_error: 0.2134, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0968, root_relative_squared_error: 0.5033, scimark_benchmark: 1980.0537,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9533, f_measure: 0.8781, kappa: 0.8731, kb_relative_information_score: 17633.8537, mean_absolute_error: 0.0106, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.8786, predictive_accuracy: 0.878, prior_entropy: 4.6998, recall: 0.878, relative_absolute_error: 0.1436, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0909, root_relative_squared_error: 0.4727, scimark_benchmark: 2015.8724,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9958, f_measure: 0.9409, kappa: 0.9383, kb_relative_information_score: 18324.8663, mean_absolute_error: 0.0132, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9416, predictive_accuracy: 0.9407, prior_entropy: 4.6998, recall: 0.9407, relative_absolute_error: 0.1786, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0692, root_relative_squared_error: 0.3596, scimark_benchmark: 2021.0984,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9556, f_measure: 0.6379, kappa: 0.6267, kb_relative_information_score: 13745.3719, mean_absolute_error: 0.0323, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.6562, predictive_accuracy: 0.6411, prior_entropy: 4.6998, recall: 0.6411, relative_absolute_error: 0.4365, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1391, root_relative_squared_error: 0.7233, scimark_benchmark: 2006.612,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9552, f_measure: 0.6392, kappa: 0.6277, kb_relative_information_score: 13773.7488, mean_absolute_error: 0.0318, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.6557, predictive_accuracy: 0.6421, prior_entropy: 4.6998, recall: 0.6421, relative_absolute_error: 0.4301, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1394, root_relative_squared_error: 0.7248, scimark_benchmark: 2025.0027,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9805, f_measure: 0.7726, kappa: 0.7645, kb_relative_information_score: 15608.6799, mean_absolute_error: 0.0271, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.7727, predictive_accuracy: 0.7736, prior_entropy: 4.6998, recall: 0.7736, relative_absolute_error: 0.3668, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1127, root_relative_squared_error: 0.5861, scimark_benchmark: 2028.6381,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9793, f_measure: 0.7464, kappa: 0.7332, kb_relative_information_score: 15500.9604, mean_absolute_error: 0.0228, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.7594, predictive_accuracy: 0.7435, prior_entropy: 4.6998, recall: 0.7435, relative_absolute_error: 0.3078, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1187, root_relative_squared_error: 0.6173, scimark_benchmark: 2007.9075,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6512, f_measure: 0.0109, kappa: 0.0329, kb_relative_information_score: 2445.7166, mean_absolute_error: 0.0726, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.0059, predictive_accuracy: 0.0709, prior_entropy: 4.6998, recall: 0.0709, relative_absolute_error: 0.9815, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1905, root_relative_squared_error: 0.9907, scimark_benchmark: 2009.4516,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9801, f_measure: 0.8237, kappa: 0.8154, kb_relative_information_score: 4102.45, mean_absolute_error: 0.0711, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.8291, predictive_accuracy: 0.8226, prior_entropy: 4.6998, recall: 0.8226, relative_absolute_error: 0.9618, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1861, root_relative_squared_error: 0.9679, scimark_benchmark: 2023.6987,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9293, f_measure: 0.8642, kappa: 0.8587, kb_relative_information_score: 17247.5843, mean_absolute_error: 0.0105, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.8643, predictive_accuracy: 0.8641, prior_entropy: 4.6998, recall: 0.8641, relative_absolute_error: 0.1413, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1022, root_relative_squared_error: 0.5317, scimark_benchmark: 945.9361,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9293, f_measure: 0.5398, kappa: 0.5325, kb_relative_information_score: 11138.1756, mean_absolute_error: 0.0493, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.5551, predictive_accuracy: 0.5506, prior_entropy: 4.6998, recall: 0.5506, relative_absolute_error: 0.6665, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1533, root_relative_squared_error: 0.7973, scimark_benchmark: 941.3565,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.997, f_measure: 0.9168, kappa: 0.9133, kb_relative_information_score: 16754.4045, mean_absolute_error: 0.025, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.918, predictive_accuracy: 0.9167, prior_entropy: 4.6998, recall: 0.9167, relative_absolute_error: 0.3387, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0904, root_relative_squared_error: 0.4702, scimark_benchmark: 948.4866,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9962, f_measure: 0.9515, kappa: 0.9495, kb_relative_information_score: 18656.3494, mean_absolute_error: 0.0107, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9519, predictive_accuracy: 0.9514, prior_entropy: 4.6998, recall: 0.9514, relative_absolute_error: 0.1446, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0622, root_relative_squared_error: 0.3235, scimark_benchmark: 864.1588,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4987, f_measure: 0.0032, kb_relative_information_score: 1.6782, mean_absolute_error: 0.074, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.0017, predictive_accuracy: 0.0407, prior_entropy: 4.6998, recall: 0.0407, relative_absolute_error: 1, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1923, root_relative_squared_error: 1, scimark_benchmark: 896.2053,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9646, f_measure: 0.8648, kappa: 0.855, kb_relative_information_score: 17035.8871, mean_absolute_error: 0.0139, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.8752, predictive_accuracy: 0.8606, prior_entropy: 4.6998, recall: 0.8606, relative_absolute_error: 0.1875, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0954, root_relative_squared_error: 0.4963, scimark_benchmark: 946.7328,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.963, kappa: 0.9615, kb_relative_information_score: 18456.9871, mean_absolute_error: 0.0131, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9632, predictive_accuracy: 0.963, prior_entropy: 4.6998, recall: 0.963, relative_absolute_error: 0.1771, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0625, root_relative_squared_error: 0.3248, scimark_benchmark: 932.0893,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9516, f_measure: 0.8787, kappa: 0.8736, kb_relative_information_score: 17667.6602, mean_absolute_error: 0.0103, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.8792, predictive_accuracy: 0.8785, prior_entropy: 4.6998, recall: 0.8785, relative_absolute_error: 0.1399, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0906, root_relative_squared_error: 0.471, scimark_benchmark: 942.8579,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9755, f_measure: 0.7933, kappa: 0.7843, kb_relative_information_score: 16042.707, mean_absolute_error: 0.0222, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.7951, predictive_accuracy: 0.7927, prior_entropy: 4.6998, recall: 0.7927, relative_absolute_error: 0.3001, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1086, root_relative_squared_error: 0.5646, scimark_benchmark: 946.2135,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9976, f_measure: 0.915, kappa: 0.9115, kb_relative_information_score: 17872.8441, mean_absolute_error: 0.016, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9158, predictive_accuracy: 0.9149, prior_entropy: 4.6998, recall: 0.9149, relative_absolute_error: 0.2167, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0756, root_relative_squared_error: 0.3932, scimark_benchmark: 944.8903,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9531, f_measure: 0.8785, kappa: 0.8735, kb_relative_information_score: 17646.8857, mean_absolute_error: 0.0105, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.8789, predictive_accuracy: 0.8784, prior_entropy: 4.6998, recall: 0.8784, relative_absolute_error: 0.1424, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0907, root_relative_squared_error: 0.4718, scimark_benchmark: 948.0068,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9752, f_measure: 0.813, kappa: 0.8052, kb_relative_information_score: 16425.95, mean_absolute_error: 0.02, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.8141, predictive_accuracy: 0.8128, prior_entropy: 4.6998, recall: 0.8128, relative_absolute_error: 0.2704, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.104, root_relative_squared_error: 0.5408, scimark_benchmark: 911.6418,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9976, f_measure: 0.9153, kappa: 0.9117, kb_relative_information_score: 17871.1613, mean_absolute_error: 0.016, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9161, predictive_accuracy: 0.9151, prior_entropy: 4.6998, recall: 0.9151, relative_absolute_error: 0.2165, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0757, root_relative_squared_error: 0.3936, scimark_benchmark: 946.9615,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9913, f_measure: 0.8375, kappa: 0.8308, kb_relative_information_score: 16671.8434, mean_absolute_error: 0.0215, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.8388, predictive_accuracy: 0.8373, prior_entropy: 4.6998, recall: 0.8373, relative_absolute_error: 0.2902, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0957, root_relative_squared_error: 0.4975, scimark_benchmark: 947.7914,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9548, f_measure: 0.8769, kappa: 0.8718, kb_relative_information_score: 17612.9837, mean_absolute_error: 0.0109, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.8774, predictive_accuracy: 0.8768, prior_entropy: 4.6998, recall: 0.8768, relative_absolute_error: 0.1473, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.091, root_relative_squared_error: 0.4734, scimark_benchmark: 948.2158,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9731, f_measure: 0.8326, kappa: 0.8256, kb_relative_information_score: 16862.5044, mean_absolute_error: 0.0174, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.8334, predictive_accuracy: 0.8324, prior_entropy: 4.6998, recall: 0.8324, relative_absolute_error: 0.2351, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0988, root_relative_squared_error: 0.5135, scimark_benchmark: 948.465,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9976, f_measure: 0.9152, kappa: 0.9116, kb_relative_information_score: 17871.6859, mean_absolute_error: 0.016, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9159, predictive_accuracy: 0.915, prior_entropy: 4.6998, recall: 0.915, relative_absolute_error: 0.2168, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0756, root_relative_squared_error: 0.3931, scimark_benchmark: 949.5578,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9954, f_measure: 0.9384, kappa: 0.9355, kb_relative_information_score: 4219.3707, mean_absolute_error: 0.071, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9401, predictive_accuracy: 0.938, prior_entropy: 4.6998, recall: 0.938, relative_absolute_error: 0.9604, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1859, root_relative_squared_error: 0.9667, scimark_benchmark: 911.1524,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9988, f_measure: 0.9798, kappa: 0.979, kb_relative_information_score: 4244.8832, mean_absolute_error: 0.071, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9799, predictive_accuracy: 0.9799, prior_entropy: 4.6998, recall: 0.9799, relative_absolute_error: 0.9601, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1859, root_relative_squared_error: 0.9665, scimark_benchmark: 945.0712,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9972, f_measure: 0.957, kappa: 0.9552, kb_relative_information_score: 4226.2558, mean_absolute_error: 0.071, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9573, predictive_accuracy: 0.9569, prior_entropy: 4.6998, recall: 0.9569, relative_absolute_error: 0.9604, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1857, root_relative_squared_error: 0.9658, scimark_benchmark: 945.995,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.996, f_measure: 0.9539, kappa: 0.952, kb_relative_information_score: 19261.4957, mean_absolute_error: 0.0057, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9544, predictive_accuracy: 0.9539, prior_entropy: 4.6998, recall: 0.9539, relative_absolute_error: 0.0769, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0519, root_relative_squared_error: 0.2699, scimark_benchmark: 947.9153,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9972, f_measure: 0.957, kappa: 0.9552, kb_relative_information_score: 4226.2558, mean_absolute_error: 0.071, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9573, predictive_accuracy: 0.9569, prior_entropy: 4.6998, recall: 0.9569, relative_absolute_error: 0.9604, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1857, root_relative_squared_error: 0.9658, scimark_benchmark: 951.5951,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9516, f_measure: 0.8787, kappa: 0.8736, kb_relative_information_score: 17667.6602, mean_absolute_error: 0.0103, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.8792, predictive_accuracy: 0.8785, prior_entropy: 4.6998, recall: 0.8785, relative_absolute_error: 0.1399, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0906, root_relative_squared_error: 0.471, scimark_benchmark: 910.8024,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5691, f_measure: 0.0918, kappa: 0.1383, kb_relative_information_score: 3226.6006, mean_absolute_error: 0.0637, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.068, predictive_accuracy: 0.172, prior_entropy: 4.6998, recall: 0.172, relative_absolute_error: 0.8612, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2524, root_relative_squared_error: 1.3124, scimark_benchmark: 947.1414,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9776, f_measure: 0.8164, kappa: 0.807, kb_relative_information_score: 4081.0985, mean_absolute_error: 0.0712, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.8264, predictive_accuracy: 0.8144, prior_entropy: 4.6998, recall: 0.8144, relative_absolute_error: 0.962, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1862, root_relative_squared_error: 0.9683, scimark_benchmark: 946.5962,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8863, f_measure: 0.3824, kappa: 0.3905, kb_relative_information_score: 3709.5974, mean_absolute_error: 0.0712, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.6044, predictive_accuracy: 0.4142, prior_entropy: 4.6998, recall: 0.4142, relative_absolute_error: 0.9624, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1872, root_relative_squared_error: 0.9736, scimark_benchmark: 948.002,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9724, f_measure: 0.8334, kappa: 0.8265, kb_relative_information_score: 16934.2485, mean_absolute_error: 0.017, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.8341, predictive_accuracy: 0.8332, prior_entropy: 4.6998, recall: 0.8332, relative_absolute_error: 0.2301, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0981, root_relative_squared_error: 0.5101, scimark_benchmark: 950.1836,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9516, f_measure: 0.8787, kappa: 0.8736, kb_relative_information_score: 17667.6602, mean_absolute_error: 0.0103, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.8792, predictive_accuracy: 0.8785, prior_entropy: 4.6998, recall: 0.8785, relative_absolute_error: 0.1399, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0906, root_relative_squared_error: 0.471, scimark_benchmark: 911.7299,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9747, f_measure: 0.8802, kappa: 0.8735, kb_relative_information_score: 17949.6808, mean_absolute_error: 0.0131, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.8866, predictive_accuracy: 0.8784, prior_entropy: 4.6998, recall: 0.8784, relative_absolute_error: 0.1774, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.083, root_relative_squared_error: 0.4315, scimark_benchmark: 948.9974,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9971, f_measure: 0.9555, kappa: 0.9536, kb_relative_information_score: 4230.1148, mean_absolute_error: 0.071, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9561, predictive_accuracy: 0.9554, prior_entropy: 4.6998, recall: 0.9554, relative_absolute_error: 0.9603, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1858, root_relative_squared_error: 0.9662, scimark_benchmark: 947.0588,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9801, f_measure: 0.7713, kappa: 0.7633, kb_relative_information_score: 15456.7426, mean_absolute_error: 0.0284, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.7714, predictive_accuracy: 0.7724, prior_entropy: 4.6998, recall: 0.7724, relative_absolute_error: 0.3845, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1136, root_relative_squared_error: 0.591, scimark_benchmark: 946.9956,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.9716, kappa: 0.9704, kb_relative_information_score: 4238.084, mean_absolute_error: 0.071, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9718, predictive_accuracy: 0.9716, prior_entropy: 4.6998, recall: 0.9716, relative_absolute_error: 0.9602, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1859, root_relative_squared_error: 0.9668, scimark_benchmark: 947.0499,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9727, f_measure: 0.833, kappa: 0.8261, kb_relative_information_score: 16887.8944, mean_absolute_error: 0.0172, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.8338, predictive_accuracy: 0.8328, prior_entropy: 4.6998, recall: 0.8328, relative_absolute_error: 0.2331, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0985, root_relative_squared_error: 0.5122,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9943, f_measure: 0.8651, kappa: 0.8596, kb_relative_information_score: 17329.7143, mean_absolute_error: 0.0175, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.8658, predictive_accuracy: 0.865, prior_entropy: 4.6998, recall: 0.865, relative_absolute_error: 0.2372, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0873, root_relative_squared_error: 0.454, scimark_benchmark: 948.3217,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9293, f_measure: 0.5398, kappa: 0.5325, kb_relative_information_score: 11138.1539, mean_absolute_error: 0.0493, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.5551, predictive_accuracy: 0.5506, prior_entropy: 4.6998, recall: 0.5506, relative_absolute_error: 0.6665, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1533, root_relative_squared_error: 0.7973,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9976, f_measure: 0.964, kappa: 0.9621, kb_relative_information_score: 4224.6436, mean_absolute_error: 0.071, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9656, predictive_accuracy: 0.9636, prior_entropy: 4.6998, recall: 0.9636, relative_absolute_error: 0.9604, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.186, root_relative_squared_error: 0.967, scimark_benchmark: 948.7708,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.967, f_measure: 0.8607, kappa: 0.8549, kb_relative_information_score: 17355.8855, mean_absolute_error: 0.0139, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.8612, predictive_accuracy: 0.8605, prior_entropy: 4.6998, recall: 0.8605, relative_absolute_error: 0.1876, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0926, root_relative_squared_error: 0.4817, scimark_benchmark: 944.9078,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6512, f_measure: 0.0109, kappa: 0.0329, kb_relative_information_score: 2445.7166, mean_absolute_error: 0.0726, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.0059, predictive_accuracy: 0.0709, prior_entropy: 4.6998, recall: 0.0709, relative_absolute_error: 0.9815, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1905, root_relative_squared_error: 0.9907, scimark_benchmark: 910.599,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9824, f_measure: 0.96, kappa: 0.9583, kb_relative_information_score: 19198.0047, mean_absolute_error: 0.0032, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.96, predictive_accuracy: 0.96, prior_entropy: 4.6998, recall: 0.96, relative_absolute_error: 0.0431, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0549, root_relative_squared_error: 0.2855, scimark_benchmark: 947.4673,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6512, f_measure: 0.0109, kappa: 0.0329, kb_relative_information_score: 2445.7166, mean_absolute_error: 0.0726, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.0059, predictive_accuracy: 0.0709, prior_entropy: 4.6998, recall: 0.0709, relative_absolute_error: 0.9815, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1905, root_relative_squared_error: 0.9907, scimark_benchmark: 943.8256,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5691, f_measure: 0.0918, kappa: 0.1383, kb_relative_information_score: 3226.6006, mean_absolute_error: 0.0637, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.068, predictive_accuracy: 0.172, prior_entropy: 4.6998, recall: 0.172, relative_absolute_error: 0.8612, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2524, root_relative_squared_error: 1.3124, scimark_benchmark: 946.0997,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9984, f_measure: 0.9493, kappa: 0.9472, kb_relative_information_score: 18953.1209, mean_absolute_error: 0.0088, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9499, predictive_accuracy: 0.9492, prior_entropy: 4.6998, recall: 0.9492, relative_absolute_error: 0.1193, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0585, root_relative_squared_error: 0.3042, scimark_benchmark: 947.2812,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9543, f_measure: 0.8777, kappa: 0.8726, kb_relative_information_score: 17627.346, mean_absolute_error: 0.0108, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.8781, predictive_accuracy: 0.8776, prior_entropy: 4.6998, recall: 0.8776, relative_absolute_error: 0.1454, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0908, root_relative_squared_error: 0.4724, scimark_benchmark: 909.2158,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4987, f_measure: 0.0032, kb_relative_information_score: 1.6782, mean_absolute_error: 0.074, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.0017, predictive_accuracy: 0.0407, prior_entropy: 4.6998, recall: 0.0407, relative_absolute_error: 1, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1923, root_relative_squared_error: 1, scimark_benchmark: 948.9247,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9941, f_measure: 0.9102, kappa: 0.9064, kb_relative_information_score: 17794.6238, mean_absolute_error: 0.0167, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9108, predictive_accuracy: 0.91, prior_entropy: 4.6998, recall: 0.91, relative_absolute_error: 0.2254, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0787, root_relative_squared_error: 0.4093, scimark_benchmark: 943.1192,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.953, f_measure: 0.8784, kappa: 0.8734, kb_relative_information_score: 17646.2421, mean_absolute_error: 0.0105, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.8788, predictive_accuracy: 0.8783, prior_entropy: 4.6998, recall: 0.8783, relative_absolute_error: 0.1424, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0908, root_relative_squared_error: 0.472, scimark_benchmark: 947.275,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.957, f_measure: 0.8828, kappa: 0.878, kb_relative_information_score: 17726.9654, mean_absolute_error: 0.0104, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.8832, predictive_accuracy: 0.8827, prior_entropy: 4.6998, recall: 0.8827, relative_absolute_error: 0.1412, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.089, root_relative_squared_error: 0.4629, scimark_benchmark: 948.5825,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.953, f_measure: 0.8866, kappa: 0.882, kb_relative_information_score: 17718.8214, mean_absolute_error: 0.0098, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.8868, predictive_accuracy: 0.8865, prior_entropy: 4.6998, recall: 0.8865, relative_absolute_error: 0.1323, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0895, root_relative_squared_error: 0.4654, scimark_benchmark: 947.0245,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9979, f_measure: 0.9512, kappa: 0.9491, kb_relative_information_score: 19078.0771, mean_absolute_error: 0.0077, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9516, predictive_accuracy: 0.9511, prior_entropy: 4.6998, recall: 0.9511, relative_absolute_error: 0.1037, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0558, root_relative_squared_error: 0.2904, scimark_benchmark: 947.2145,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9968, f_measure: 0.9535, kappa: 0.9514, kb_relative_information_score: 4229.8703, mean_absolute_error: 0.071, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9545, predictive_accuracy: 0.9533, prior_entropy: 4.6998, recall: 0.9533, relative_absolute_error: 0.9603, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1859, root_relative_squared_error: 0.9666, scimark_benchmark: 950.0639,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9976, f_measure: 0.964, kappa: 0.9621, kb_relative_information_score: 4224.6436, mean_absolute_error: 0.071, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9656, predictive_accuracy: 0.9636, prior_entropy: 4.6998, recall: 0.9636, relative_absolute_error: 0.9604, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.186, root_relative_squared_error: 0.967, scimark_benchmark: 909.938,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9968, f_measure: 0.9535, kappa: 0.9514, kb_relative_information_score: 4229.8703, mean_absolute_error: 0.071, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9545, predictive_accuracy: 0.9533, prior_entropy: 4.6998, recall: 0.9533, relative_absolute_error: 0.9603, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1859, root_relative_squared_error: 0.9666, scimark_benchmark: 946.9188,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9561, f_measure: 0.6834, kappa: 0.6766, kb_relative_information_score: 3912.6653, mean_absolute_error: 0.0713, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.71, predictive_accuracy: 0.6891, prior_entropy: 4.6998, recall: 0.6891, relative_absolute_error: 0.964, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1867, root_relative_squared_error: 0.9706, scimark_benchmark: 947.1737,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9799, f_measure: 0.8271, kappa: 0.8187, kb_relative_information_score: 4100.1513, mean_absolute_error: 0.0711, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.8344, predictive_accuracy: 0.8257, prior_entropy: 4.6998, recall: 0.8257, relative_absolute_error: 0.9618, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1862, root_relative_squared_error: 0.968, scimark_benchmark: 946.3072,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9527, f_measure: 0.8785, kappa: 0.8734, kb_relative_information_score: 17648.0362, mean_absolute_error: 0.0105, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.8789, predictive_accuracy: 0.8783, prior_entropy: 4.6998, recall: 0.8783, relative_absolute_error: 0.142, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0908, root_relative_squared_error: 0.4721, scimark_benchmark: 946.0297,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9476, f_measure: 0.4724, kappa: 0.4517, kb_relative_information_score: 3300.1341, mean_absolute_error: 0.0718, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.7714, predictive_accuracy: 0.4735, prior_entropy: 4.6998, recall: 0.4735, relative_absolute_error: 0.9709, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.188, root_relative_squared_error: 0.9776, scimark_benchmark: 945.743,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9987, f_measure: 0.9439, kappa: 0.9415, kb_relative_information_score: 18710.8626, mean_absolute_error: 0.0109, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9448, predictive_accuracy: 0.9438, prior_entropy: 4.6998, recall: 0.9438, relative_absolute_error: 0.1477, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0637, root_relative_squared_error: 0.3315, scimark_benchmark: 946.7304,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9821, f_measure: 0.8843, kappa: 0.8415, kb_relative_information_score: 3944.2568, mean_absolute_error: 0.0713, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9511, predictive_accuracy: 0.8477, prior_entropy: 4.6998, recall: 0.8477, relative_absolute_error: 0.9639, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1867, root_relative_squared_error: 0.9707, scimark_benchmark: 945.7419,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9726, f_measure: 0.7948, kappa: 0.7829, kb_relative_information_score: 4036.4829, mean_absolute_error: 0.0712, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.8118, predictive_accuracy: 0.7913, prior_entropy: 4.6998, recall: 0.7913, relative_absolute_error: 0.9625, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1864, root_relative_squared_error: 0.969, scimark_benchmark: 945.5376,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9658, f_measure: 0.8618, kappa: 0.8561, kb_relative_information_score: 17459.9569, mean_absolute_error: 0.0133, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.8623, predictive_accuracy: 0.8616, prior_entropy: 4.6998, recall: 0.8616, relative_absolute_error: 0.1793, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0916, root_relative_squared_error: 0.4765, scimark_benchmark: 940.0583,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9811, f_measure: 0.8373, kappa: 0.8291, kb_relative_information_score: 4109.5191, mean_absolute_error: 0.0711, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.8449, predictive_accuracy: 0.8357, prior_entropy: 4.6998, recall: 0.8357, relative_absolute_error: 0.9617, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1861, root_relative_squared_error: 0.968, scimark_benchmark: 944.5434,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9972, f_measure: 0.9552, kappa: 0.9533, kb_relative_information_score: 4223.6995, mean_absolute_error: 0.071, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9554, predictive_accuracy: 0.9551, prior_entropy: 4.6998, recall: 0.9551, relative_absolute_error: 0.9604, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1857, root_relative_squared_error: 0.9657, scimark_benchmark: 947.3578,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9984, f_measure: 0.9735, kappa: 0.9724, kb_relative_information_score: 4242.5276, mean_absolute_error: 0.071, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9737, predictive_accuracy: 0.9735, prior_entropy: 4.6998, recall: 0.9735, relative_absolute_error: 0.9602, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1859, root_relative_squared_error: 0.9666, scimark_benchmark: 944.1932,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9084, f_measure: 0.3597, kappa: 0.3638, kb_relative_information_score: 3362.1307, mean_absolute_error: 0.0718, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.468, predictive_accuracy: 0.3889, prior_entropy: 4.6998, recall: 0.3889, relative_absolute_error: 0.9703, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1879, root_relative_squared_error: 0.9769, scimark_benchmark: 946.4083,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9916, f_measure: 0.9047, kappa: 0.9002, kb_relative_information_score: 4189.9594, mean_absolute_error: 0.0711, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.908, predictive_accuracy: 0.9041, prior_entropy: 4.6998, recall: 0.9041, relative_absolute_error: 0.9608, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.186, root_relative_squared_error: 0.967, scimark_benchmark: 946.3205,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9622, f_measure: 0.7313, kappa: 0.719, kb_relative_information_score: 3961.4499, mean_absolute_error: 0.0713, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.7493, predictive_accuracy: 0.7298, prior_entropy: 4.6998, recall: 0.7298, relative_absolute_error: 0.9634, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1865, root_relative_squared_error: 0.9699, scimark_benchmark: 909.9463,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5691, f_measure: 0.0918, kappa: 0.1383, kb_relative_information_score: 3226.6006, mean_absolute_error: 0.0637, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.068, predictive_accuracy: 0.172, prior_entropy: 4.6998, recall: 0.172, relative_absolute_error: 0.8612, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2524, root_relative_squared_error: 1.3124,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8007, f_measure: 0.3912, kappa: 0.3354, kb_relative_information_score: 211.0241, mean_absolute_error: 0.0739, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.544, predictive_accuracy: 0.3615, prior_entropy: 4.6998, recall: 0.3615, relative_absolute_error: 0.9988, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1921, root_relative_squared_error: 0.9988, scimark_benchmark: 947.8735,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9981, f_measure: 0.9681, kappa: 0.9668, kb_relative_information_score: 4236.2349, mean_absolute_error: 0.071, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9683, predictive_accuracy: 0.9681, prior_entropy: 4.6998, recall: 0.9681, relative_absolute_error: 0.9602, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1857, root_relative_squared_error: 0.9657, scimark_benchmark: 944.7366,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9986, f_measure: 0.9468, kappa: 0.9445, kb_relative_information_score: 18829.3808, mean_absolute_error: 0.0099, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9475, predictive_accuracy: 0.9467, prior_entropy: 4.6998, recall: 0.9467, relative_absolute_error: 0.1341, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0612, root_relative_squared_error: 0.3183, scimark_benchmark: 945.8499,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9746, f_measure: 0.8147, kappa: 0.8071, kb_relative_information_score: 16500.9107, mean_absolute_error: 0.0196, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.8157, predictive_accuracy: 0.8145, prior_entropy: 4.6998, recall: 0.8145, relative_absolute_error: 0.2652, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1032, root_relative_squared_error: 0.5367, scimark_benchmark: 944.5855,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6512, f_measure: 0.0109, kappa: 0.0329, kb_relative_information_score: 2445.7166, mean_absolute_error: 0.0726, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.0059, predictive_accuracy: 0.0709, prior_entropy: 4.6998, recall: 0.0709, relative_absolute_error: 0.9815, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1905, root_relative_squared_error: 0.9907, scimark_benchmark: 946.422,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9897, f_measure: 0.885, kappa: 0.8799, kb_relative_information_score: 4172.4373, mean_absolute_error: 0.0711, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.8874, predictive_accuracy: 0.8846, prior_entropy: 4.6998, recall: 0.8846, relative_absolute_error: 0.961, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1859, root_relative_squared_error: 0.9669, scimark_benchmark: 947.5081,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9274, f_measure: 0.7876, kappa: 0.7789, kb_relative_information_score: 16074.3624, mean_absolute_error: 0.0184, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.7886, predictive_accuracy: 0.7874, prior_entropy: 4.6998, recall: 0.7874, relative_absolute_error: 0.2493, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1149, root_relative_squared_error: 0.5975, scimark_benchmark: 947.5376,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5691, f_measure: 0.0918, kappa: 0.1383, kb_relative_information_score: 3226.6006, mean_absolute_error: 0.0637, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.068, predictive_accuracy: 0.172, prior_entropy: 4.6998, recall: 0.172, relative_absolute_error: 0.8612, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2524, root_relative_squared_error: 1.3124, scimark_benchmark: 945.9687,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9747, f_measure: 0.8147, kappa: 0.8071, kb_relative_information_score: 16484.1022, mean_absolute_error: 0.0197, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.8157, predictive_accuracy: 0.8145, prior_entropy: 4.6998, recall: 0.8145, relative_absolute_error: 0.2664, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1034, root_relative_squared_error: 0.5375, scimark_benchmark: 948.3545,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9988, f_measure: 0.98, kappa: 0.9791, kb_relative_information_score: 4244.8919, mean_absolute_error: 0.071, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.98, predictive_accuracy: 0.98, prior_entropy: 4.6998, recall: 0.98, relative_absolute_error: 0.9601, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1859, root_relative_squared_error: 0.9665, scimark_benchmark: 943.9963,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9921, f_measure: 0.9077, kappa: 0.9033, kb_relative_information_score: 4192.2444, mean_absolute_error: 0.0711, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9116, predictive_accuracy: 0.9071, prior_entropy: 4.6998, recall: 0.9071, relative_absolute_error: 0.9607, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.186, root_relative_squared_error: 0.9673, scimark_benchmark: 947.4342,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9855, f_measure: 0.7947, kappa: 0.7863, kb_relative_information_score: 15729.2386, mean_absolute_error: 0.0269, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.7966, predictive_accuracy: 0.7946, prior_entropy: 4.6998, recall: 0.7946, relative_absolute_error: 0.363, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1067, root_relative_squared_error: 0.555, scimark_benchmark: 944.4593,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9588, kappa: 0.9571, kb_relative_information_score: 19288.9133, mean_absolute_error: 0.0048, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9589, predictive_accuracy: 0.9588, prior_entropy: 4.6998, recall: 0.9588, relative_absolute_error: 0.0653, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0488, root_relative_squared_error: 0.2536, scimark_benchmark: 946.6871,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9755, f_measure: 0.7945, kappa: 0.7857, kb_relative_information_score: 16167.6225, mean_absolute_error: 0.0216, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.7956, predictive_accuracy: 0.794, prior_entropy: 4.6998, recall: 0.794, relative_absolute_error: 0.2925, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1074, root_relative_squared_error: 0.5583, scimark_benchmark: 919.7723,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9754, f_measure: 0.7931, kappa: 0.7843, kb_relative_information_score: 16097.0851, mean_absolute_error: 0.022, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.7945, predictive_accuracy: 0.7927, prior_entropy: 4.6998, recall: 0.7927, relative_absolute_error: 0.2971, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1081, root_relative_squared_error: 0.562, scimark_benchmark: 947.9384,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9921, f_measure: 0.9077, kappa: 0.9033, kb_relative_information_score: 4192.2444, mean_absolute_error: 0.0711, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9116, predictive_accuracy: 0.9071, prior_entropy: 4.6998, recall: 0.9071, relative_absolute_error: 0.9607, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.186, root_relative_squared_error: 0.9673, scimark_benchmark: 948.9274,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9323, f_measure: 0.5374, kappa: 0.5371, kb_relative_information_score: 3715.6225, mean_absolute_error: 0.0715, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.619, predictive_accuracy: 0.5551, prior_entropy: 4.6998, recall: 0.5551, relative_absolute_error: 0.9664, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1871, root_relative_squared_error: 0.973, scimark_benchmark: 943.9361,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9973, f_measure: 0.9134, kappa: 0.9097, kb_relative_information_score: 17865.7647, mean_absolute_error: 0.016, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9142, predictive_accuracy: 0.9132, prior_entropy: 4.6998, recall: 0.9132, relative_absolute_error: 0.216, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.076, root_relative_squared_error: 0.3953, scimark_benchmark: 944.0622,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9917, f_measure: 0.9481, kappa: 0.9458, kb_relative_information_score: 19333.9064, mean_absolute_error: 0.0041, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9495, predictive_accuracy: 0.9479, prior_entropy: 4.6998, recall: 0.9479, relative_absolute_error: 0.0556, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0508, root_relative_squared_error: 0.2643, scimark_benchmark: 948.4539,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9556, f_measure: 0.6379, kappa: 0.6267, kb_relative_information_score: 13745.3719, mean_absolute_error: 0.0323, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.6562, predictive_accuracy: 0.6411, prior_entropy: 4.6998, recall: 0.6411, relative_absolute_error: 0.4365, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1391, root_relative_squared_error: 0.7233, scimark_benchmark: 947.9918,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9985, f_measure: 0.9746, kappa: 0.9735, kb_relative_information_score: 4242.3964, mean_absolute_error: 0.071, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9746, predictive_accuracy: 0.9746, prior_entropy: 4.6998, recall: 0.9746, relative_absolute_error: 0.9602, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1859, root_relative_squared_error: 0.9668, scimark_benchmark: 912.0029,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9589, f_measure: 0.8742, kappa: 0.869, kb_relative_information_score: 17532.4131, mean_absolute_error: 0.0118, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.8747, predictive_accuracy: 0.8741, prior_entropy: 4.6998, recall: 0.8741, relative_absolute_error: 0.1592, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0912, root_relative_squared_error: 0.4743, scimark_benchmark: 948.5653,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9972, f_measure: 0.9534, kappa: 0.9515, kb_relative_information_score: 19198.326, mean_absolute_error: 0.0064, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9537, predictive_accuracy: 0.9534, prior_entropy: 4.6998, recall: 0.9534, relative_absolute_error: 0.0864, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0532, root_relative_squared_error: 0.2765, scimark_benchmark: 912.3859,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9976, f_measure: 0.9525, kappa: 0.9505, kb_relative_information_score: 19142.6133, mean_absolute_error: 0.007, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9531, predictive_accuracy: 0.9525, prior_entropy: 4.6998, recall: 0.9525, relative_absolute_error: 0.0948, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0543, root_relative_squared_error: 0.2824, scimark_benchmark: 937.2697,

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