OpenML
Supervised Classification on satimage

Supervised Classification on satimage

Task 2074 Supervised Classification satimage 21370 runs submitted
0 likes downloaded by 1 people , 1 total downloads 0 issues
Visibility: Public
  • at2 OpenML-CC18 OpenML100 study_1 study_107 study_123 study_14 study_41 study_7 study_70 study_98 study_99 under100k under1m
Issue #Downvotes for this reason By


Metric:

21370 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: 0.99, f_measure: 0.9024, kappa: 0.8804, kb_relative_information_score: 0.882, mean_absolute_error: 0.0401, mean_prior_absolute_error: 0.2701, weighted_recall: 0.9033, number_of_instances: 6430, precision: 0.9021, predictive_accuracy: 0.9033, prior_entropy: 2.4834, relative_absolute_error: 0.1485, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1524, root_relative_squared_error: 0.4148, unweighted_recall: 0.8824,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9871, f_measure: 0.8989, kappa: 0.8761, kb_relative_information_score: 0.8768, mean_absolute_error: 0.0405, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8997, number_of_instances: 6430, precision: 0.8986, predictive_accuracy: 0.8997, prior_entropy: 2.4834, relative_absolute_error: 0.1498, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1602, root_relative_squared_error: 0.4359, unweighted_recall: 0.8786,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9881, f_measure: 0.896, kappa: 0.8733, kb_relative_information_score: 0.8691, mean_absolute_error: 0.0449, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8975, number_of_instances: 6430, precision: 0.8955, predictive_accuracy: 0.8975, prior_entropy: 2.4834, relative_absolute_error: 0.1662, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1579, root_relative_squared_error: 0.4297, unweighted_recall: 0.8739,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9832, f_measure: 0.8786, kappa: 0.851, kb_relative_information_score: 0.8513, mean_absolute_error: 0.049, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8795, number_of_instances: 6430, precision: 0.8781, predictive_accuracy: 0.8795, prior_entropy: 2.4834, relative_absolute_error: 0.1812, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.174, root_relative_squared_error: 0.4736, unweighted_recall: 0.8544,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9899, f_measure: 0.9012, kappa: 0.8797, kb_relative_information_score: 0.8754, mean_absolute_error: 0.043, mean_prior_absolute_error: 0.2701, weighted_recall: 0.9028, number_of_instances: 6430, precision: 0.9006, predictive_accuracy: 0.9028, prior_entropy: 2.4834, relative_absolute_error: 0.1591, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1532, root_relative_squared_error: 0.4168, unweighted_recall: 0.879,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9803, f_measure: 0.878, kappa: 0.8507, kb_relative_information_score: 0.8484, mean_absolute_error: 0.0509, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8793, number_of_instances: 6430, precision: 0.8774, predictive_accuracy: 0.8793, prior_entropy: 2.4834, relative_absolute_error: 0.1884, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1714, root_relative_squared_error: 0.4665, unweighted_recall: 0.8505,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9878, f_measure: 0.8951, kappa: 0.871, kb_relative_information_score: 0.8745, mean_absolute_error: 0.0414, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8955, number_of_instances: 6430, precision: 0.895, predictive_accuracy: 0.8955, prior_entropy: 2.4834, relative_absolute_error: 0.1532, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1615, root_relative_squared_error: 0.4394, unweighted_recall: 0.8749,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9906, f_measure: 0.9092, kappa: 0.8891, kb_relative_information_score: 0.8912, mean_absolute_error: 0.036, mean_prior_absolute_error: 0.2701, weighted_recall: 0.9103, number_of_instances: 6430, precision: 0.9088, predictive_accuracy: 0.9103, prior_entropy: 2.4834, relative_absolute_error: 0.1332, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1507, root_relative_squared_error: 0.41, unweighted_recall: 0.8897,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9902, f_measure: 0.9027, kappa: 0.8813, kb_relative_information_score: 0.8801, mean_absolute_error: 0.0416, mean_prior_absolute_error: 0.2701, weighted_recall: 0.904, number_of_instances: 6430, precision: 0.9022, predictive_accuracy: 0.904, prior_entropy: 2.4834, relative_absolute_error: 0.1539, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1517, root_relative_squared_error: 0.4129, unweighted_recall: 0.8814,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9895, f_measure: 0.8997, kappa: 0.8773, kb_relative_information_score: 0.8732, mean_absolute_error: 0.0439, mean_prior_absolute_error: 0.2701, weighted_recall: 0.9008, number_of_instances: 6430, precision: 0.8991, predictive_accuracy: 0.9008, prior_entropy: 2.4834, relative_absolute_error: 0.1626, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1551, root_relative_squared_error: 0.4221, unweighted_recall: 0.8787,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9807, f_measure: 0.8895, kappa: 0.8638, kb_relative_information_score: 0.8656, mean_absolute_error: 0.0432, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8897, number_of_instances: 6430, precision: 0.8895, predictive_accuracy: 0.8897, prior_entropy: 2.4834, relative_absolute_error: 0.1599, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1699, root_relative_squared_error: 0.4623, unweighted_recall: 0.8676,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9709, f_measure: 0.8541, kappa: 0.8225, kb_relative_information_score: 0.8192, mean_absolute_error: 0.0614, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8566, number_of_instances: 6430, precision: 0.8529, predictive_accuracy: 0.8566, prior_entropy: 2.4834, relative_absolute_error: 0.2274, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1879, root_relative_squared_error: 0.5113, unweighted_recall: 0.8237,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9684, f_measure: 0.8365, kappa: 0.8019, kb_relative_information_score: 0.7974, mean_absolute_error: 0.0693, mean_prior_absolute_error: 0.2701, weighted_recall: 0.84, number_of_instances: 6430, precision: 0.8345, predictive_accuracy: 0.84, prior_entropy: 2.4834, relative_absolute_error: 0.2565, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1954, root_relative_squared_error: 0.5318, unweighted_recall: 0.8055,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9664, f_measure: 0.8422, kappa: 0.8084, kb_relative_information_score: 0.815, mean_absolute_error: 0.0618, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8453, number_of_instances: 6430, precision: 0.8405, predictive_accuracy: 0.8453, prior_entropy: 2.4834, relative_absolute_error: 0.2289, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1924, root_relative_squared_error: 0.5236, unweighted_recall: 0.8086,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9597, f_measure: 0.8486, kappa: 0.8146, kb_relative_information_score: 0.8252, mean_absolute_error: 0.0569, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8501, number_of_instances: 6430, precision: 0.8476, predictive_accuracy: 0.8501, prior_entropy: 2.4834, relative_absolute_error: 0.2105, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1929, root_relative_squared_error: 0.5249, unweighted_recall: 0.82,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9618, f_measure: 0.8429, kappa: 0.8095, kb_relative_information_score: 0.8089, mean_absolute_error: 0.0637, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8462, number_of_instances: 6430, precision: 0.8414, predictive_accuracy: 0.8462, prior_entropy: 2.4834, relative_absolute_error: 0.236, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1947, root_relative_squared_error: 0.5297, unweighted_recall: 0.8115,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.94, f_measure: 0.8538, kappa: 0.8201, kb_relative_information_score: 0.8296, mean_absolute_error: 0.0523, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8543, number_of_instances: 6430, precision: 0.8533, predictive_accuracy: 0.8543, prior_entropy: 2.4834, relative_absolute_error: 0.1934, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.2027, root_relative_squared_error: 0.5516, unweighted_recall: 0.8289,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9557, f_measure: 0.8514, kappa: 0.818, kb_relative_information_score: 0.8205, mean_absolute_error: 0.059, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8527, number_of_instances: 6430, precision: 0.8504, predictive_accuracy: 0.8527, prior_entropy: 2.4834, relative_absolute_error: 0.2186, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1948, root_relative_squared_error: 0.53, unweighted_recall: 0.8244,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9688, f_measure: 0.8457, kappa: 0.8135, kb_relative_information_score: 0.8156, mean_absolute_error: 0.0614, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8495, number_of_instances: 6430, precision: 0.8439, predictive_accuracy: 0.8495, prior_entropy: 2.4834, relative_absolute_error: 0.2274, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1901, root_relative_squared_error: 0.5173, unweighted_recall: 0.8134,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9678, f_measure: 0.8504, kappa: 0.8169, kb_relative_information_score: 0.8157, mean_absolute_error: 0.0616, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8518, number_of_instances: 6430, precision: 0.8498, predictive_accuracy: 0.8518, prior_entropy: 2.4834, relative_absolute_error: 0.228, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1899, root_relative_squared_error: 0.5168, unweighted_recall: 0.8228,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9712, f_measure: 0.8345, kappa: 0.7986, kb_relative_information_score: 0.7937, mean_absolute_error: 0.0701, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8375, number_of_instances: 6430, precision: 0.8333, predictive_accuracy: 0.8375, prior_entropy: 2.4834, relative_absolute_error: 0.2596, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1946, root_relative_squared_error: 0.5295, unweighted_recall: 0.8,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9705, f_measure: 0.8384, kappa: 0.8055, kb_relative_information_score: 0.7986, mean_absolute_error: 0.0692, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8432, number_of_instances: 6430, precision: 0.8371, predictive_accuracy: 0.8432, prior_entropy: 2.4834, relative_absolute_error: 0.256, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1935, root_relative_squared_error: 0.5265, unweighted_recall: 0.8037,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9587, f_measure: 0.8572, kappa: 0.8245, kb_relative_information_score: 0.8335, mean_absolute_error: 0.0537, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8579, number_of_instances: 6430, precision: 0.8567, predictive_accuracy: 0.8579, prior_entropy: 2.4834, relative_absolute_error: 0.1989, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.19, root_relative_squared_error: 0.517, unweighted_recall: 0.832,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9348, f_measure: 0.8501, kappa: 0.8153, kb_relative_information_score: 0.8291, mean_absolute_error: 0.0521, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8504, number_of_instances: 6430, precision: 0.8504, predictive_accuracy: 0.8504, prior_entropy: 2.4834, relative_absolute_error: 0.1928, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.2047, root_relative_squared_error: 0.5569, unweighted_recall: 0.824,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9662, f_measure: 0.8575, kappa: 0.8254, kb_relative_information_score: 0.8252, mean_absolute_error: 0.0587, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8588, number_of_instances: 6430, precision: 0.8569, predictive_accuracy: 0.8588, prior_entropy: 2.4834, relative_absolute_error: 0.2175, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.188, root_relative_squared_error: 0.5116, unweighted_recall: 0.8303,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9316, f_measure: 0.8546, kappa: 0.8199, kb_relative_information_score: 0.8328, mean_absolute_error: 0.0502, mean_prior_absolute_error: 0.2701, weighted_recall: 0.854, number_of_instances: 6430, precision: 0.8554, predictive_accuracy: 0.854, prior_entropy: 2.4834, relative_absolute_error: 0.1858, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.207, root_relative_squared_error: 0.5632, unweighted_recall: 0.8318,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9682, f_measure: 0.857, kappa: 0.8246, kb_relative_information_score: 0.8253, mean_absolute_error: 0.0583, mean_prior_absolute_error: 0.2701, weighted_recall: 0.858, number_of_instances: 6430, precision: 0.8563, predictive_accuracy: 0.858, prior_entropy: 2.4834, relative_absolute_error: 0.2159, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1868, root_relative_squared_error: 0.5083, unweighted_recall: 0.83,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9691, f_measure: 0.8364, kappa: 0.8004, kb_relative_information_score: 0.7939, mean_absolute_error: 0.0705, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8387, number_of_instances: 6430, precision: 0.8351, predictive_accuracy: 0.8387, prior_entropy: 2.4834, relative_absolute_error: 0.2611, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1961, root_relative_squared_error: 0.5335, unweighted_recall: 0.8035,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9682, f_measure: 0.8135, kappa: 0.7741, kb_relative_information_score: 0.769, mean_absolute_error: 0.0802, mean_prior_absolute_error: 0.2701, weighted_recall: 0.818, number_of_instances: 6430, precision: 0.8133, predictive_accuracy: 0.818, prior_entropy: 2.4834, relative_absolute_error: 0.2967, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.2039, root_relative_squared_error: 0.5548, unweighted_recall: 0.7754,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9645, f_measure: 0.8401, kappa: 0.8058, kb_relative_information_score: 0.8012, mean_absolute_error: 0.0671, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8432, number_of_instances: 6430, precision: 0.8388, predictive_accuracy: 0.8432, prior_entropy: 2.4834, relative_absolute_error: 0.2484, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1958, root_relative_squared_error: 0.5328, unweighted_recall: 0.8085,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9655, f_measure: 0.8412, kappa: 0.8075, kb_relative_information_score: 0.8017, mean_absolute_error: 0.0679, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8446, number_of_instances: 6430, precision: 0.8397, predictive_accuracy: 0.8446, prior_entropy: 2.4834, relative_absolute_error: 0.2514, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1951, root_relative_squared_error: 0.531, unweighted_recall: 0.8072,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9649, f_measure: 0.8405, kappa: 0.8061, kb_relative_information_score: 0.8038, mean_absolute_error: 0.0662, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8434, number_of_instances: 6430, precision: 0.839, predictive_accuracy: 0.8434, prior_entropy: 2.4834, relative_absolute_error: 0.2451, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1961, root_relative_squared_error: 0.5337, unweighted_recall: 0.8093,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9689, f_measure: 0.8227, kappa: 0.785, kb_relative_information_score: 0.7757, mean_absolute_error: 0.0772, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8267, number_of_instances: 6430, precision: 0.8219, predictive_accuracy: 0.8267, prior_entropy: 2.4834, relative_absolute_error: 0.2859, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.2012, root_relative_squared_error: 0.5474, unweighted_recall: 0.7852,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.966, f_measure: 0.8484, kappa: 0.8146, kb_relative_information_score: 0.817, mean_absolute_error: 0.061, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8499, number_of_instances: 6430, precision: 0.8473, predictive_accuracy: 0.8499, prior_entropy: 2.4834, relative_absolute_error: 0.2258, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1896, root_relative_squared_error: 0.516, unweighted_recall: 0.8194,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9559, f_measure: 0.8504, kappa: 0.8168, kb_relative_information_score: 0.8203, mean_absolute_error: 0.0586, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8518, number_of_instances: 6430, precision: 0.8494, predictive_accuracy: 0.8518, prior_entropy: 2.4834, relative_absolute_error: 0.217, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1946, root_relative_squared_error: 0.5294, unweighted_recall: 0.8224,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9664, f_measure: 0.8543, kappa: 0.8232, kb_relative_information_score: 0.8266, mean_absolute_error: 0.0579, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8572, number_of_instances: 6430, precision: 0.853, predictive_accuracy: 0.8572, prior_entropy: 2.4834, relative_absolute_error: 0.2142, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1876, root_relative_squared_error: 0.5105, unweighted_recall: 0.823,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9609, f_measure: 0.8374, kappa: 0.8036, kb_relative_information_score: 0.8017, mean_absolute_error: 0.0672, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8415, number_of_instances: 6430, precision: 0.8355, predictive_accuracy: 0.8415, prior_entropy: 2.4834, relative_absolute_error: 0.2489, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1972, root_relative_squared_error: 0.5366, unweighted_recall: 0.8048,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9677, f_measure: 0.8571, kappa: 0.8262, kb_relative_information_score: 0.8213, mean_absolute_error: 0.0595, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8596, number_of_instances: 6430, precision: 0.8557, predictive_accuracy: 0.8596, prior_entropy: 2.4834, relative_absolute_error: 0.2202, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1863, root_relative_squared_error: 0.5069, unweighted_recall: 0.8274,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9655, f_measure: 0.8603, kappa: 0.8292, kb_relative_information_score: 0.839, mean_absolute_error: 0.0534, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8619, number_of_instances: 6430, precision: 0.8593, predictive_accuracy: 0.8619, prior_entropy: 2.4834, relative_absolute_error: 0.1977, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1835, root_relative_squared_error: 0.4992, unweighted_recall: 0.8321,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9664, f_measure: 0.8442, kappa: 0.8095, kb_relative_information_score: 0.8139, mean_absolute_error: 0.063, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8459, number_of_instances: 6430, precision: 0.8436, predictive_accuracy: 0.8459, prior_entropy: 2.4834, relative_absolute_error: 0.2333, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1925, root_relative_squared_error: 0.5237, unweighted_recall: 0.8118,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9682, f_measure: 0.8264, kappa: 0.7892, kb_relative_information_score: 0.7887, mean_absolute_error: 0.0719, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8299, number_of_instances: 6430, precision: 0.8247, predictive_accuracy: 0.8299, prior_entropy: 2.4834, relative_absolute_error: 0.2662, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1982, root_relative_squared_error: 0.5394, unweighted_recall: 0.7893,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9623, f_measure: 0.8643, kappa: 0.8337, kb_relative_information_score: 0.8332, mean_absolute_error: 0.0548, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8655, number_of_instances: 6430, precision: 0.8635, predictive_accuracy: 0.8655, prior_entropy: 2.4834, relative_absolute_error: 0.2028, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1869, root_relative_squared_error: 0.5087, unweighted_recall: 0.8377,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9574, f_measure: 0.8467, kappa: 0.8116, kb_relative_information_score: 0.8149, mean_absolute_error: 0.06, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8474, number_of_instances: 6430, precision: 0.8461, predictive_accuracy: 0.8474, prior_entropy: 2.4834, relative_absolute_error: 0.2222, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1958, root_relative_squared_error: 0.5328, unweighted_recall: 0.8184,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9647, f_measure: 0.8375, kappa: 0.8031, kb_relative_information_score: 0.8022, mean_absolute_error: 0.0667, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8411, number_of_instances: 6430, precision: 0.8361, predictive_accuracy: 0.8411, prior_entropy: 2.4834, relative_absolute_error: 0.2469, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1953, root_relative_squared_error: 0.5314, unweighted_recall: 0.8042,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9391, f_measure: 0.8566, kappa: 0.823, kb_relative_information_score: 0.8348, mean_absolute_error: 0.0501, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8566, number_of_instances: 6430, precision: 0.8567, predictive_accuracy: 0.8566, prior_entropy: 2.4834, relative_absolute_error: 0.1853, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.2003, root_relative_squared_error: 0.545, unweighted_recall: 0.8319,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9681, f_measure: 0.8411, kappa: 0.806, kb_relative_information_score: 0.7987, mean_absolute_error: 0.068, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8432, number_of_instances: 6430, precision: 0.8399, predictive_accuracy: 0.8432, prior_entropy: 2.4834, relative_absolute_error: 0.2516, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1947, root_relative_squared_error: 0.5297, unweighted_recall: 0.8078,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9621, f_measure: 0.847, kappa: 0.8139, kb_relative_information_score: 0.8174, mean_absolute_error: 0.0612, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8496, number_of_instances: 6430, precision: 0.8455, predictive_accuracy: 0.8496, prior_entropy: 2.4834, relative_absolute_error: 0.2265, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1925, root_relative_squared_error: 0.5238, unweighted_recall: 0.8176,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9505, f_measure: 0.8359, kappa: 0.7991, kb_relative_information_score: 0.8102, mean_absolute_error: 0.062, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8373, number_of_instances: 6430, precision: 0.8349, predictive_accuracy: 0.8373, prior_entropy: 2.4834, relative_absolute_error: 0.2295, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.2032, root_relative_squared_error: 0.5531, unweighted_recall: 0.8101,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9679, f_measure: 0.8384, kappa: 0.8042, kb_relative_information_score: 0.7908, mean_absolute_error: 0.0716, mean_prior_absolute_error: 0.2701, weighted_recall: 0.842, number_of_instances: 6430, precision: 0.8368, predictive_accuracy: 0.842, prior_entropy: 2.4834, relative_absolute_error: 0.2651, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1966, root_relative_squared_error: 0.535, unweighted_recall: 0.8051,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9587, f_measure: 0.858, kappa: 0.8257, kb_relative_information_score: 0.832, mean_absolute_error: 0.054, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8589, number_of_instances: 6430, precision: 0.8574, predictive_accuracy: 0.8589, prior_entropy: 2.4834, relative_absolute_error: 0.2001, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1892, root_relative_squared_error: 0.5149, unweighted_recall: 0.8318,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9598, f_measure: 0.8525, kappa: 0.8201, kb_relative_information_score: 0.8277, mean_absolute_error: 0.0573, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8546, number_of_instances: 6430, precision: 0.8512, predictive_accuracy: 0.8546, prior_entropy: 2.4834, relative_absolute_error: 0.212, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1914, root_relative_squared_error: 0.5209, unweighted_recall: 0.8263,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9543, f_measure: 0.851, kappa: 0.8179, kb_relative_information_score: 0.826, mean_absolute_error: 0.0568, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8526, number_of_instances: 6430, precision: 0.8501, predictive_accuracy: 0.8526, prior_entropy: 2.4834, relative_absolute_error: 0.2101, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1949, root_relative_squared_error: 0.5303, unweighted_recall: 0.8259,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9696, f_measure: 0.8362, kappa: 0.7997, kb_relative_information_score: 0.7946, mean_absolute_error: 0.0705, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8381, number_of_instances: 6430, precision: 0.8354, predictive_accuracy: 0.8381, prior_entropy: 2.4834, relative_absolute_error: 0.2609, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1959, root_relative_squared_error: 0.5331, unweighted_recall: 0.8069,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9698, f_measure: 0.8451, kappa: 0.8118, kb_relative_information_score: 0.8099, mean_absolute_error: 0.0646, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8481, number_of_instances: 6430, precision: 0.8436, predictive_accuracy: 0.8481, prior_entropy: 2.4834, relative_absolute_error: 0.2392, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1907, root_relative_squared_error: 0.5188, unweighted_recall: 0.8149,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.948, f_measure: 0.8588, kappa: 0.8259, kb_relative_information_score: 0.8337, mean_absolute_error: 0.0519, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8589, number_of_instances: 6430, precision: 0.8589, predictive_accuracy: 0.8589, prior_entropy: 2.4834, relative_absolute_error: 0.1922, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1954, root_relative_squared_error: 0.5316, unweighted_recall: 0.8348,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9652, f_measure: 0.8402, kappa: 0.8055, kb_relative_information_score: 0.8057, mean_absolute_error: 0.0662, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8429, number_of_instances: 6430, precision: 0.8389, predictive_accuracy: 0.8429, prior_entropy: 2.4834, relative_absolute_error: 0.2452, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1958, root_relative_squared_error: 0.5327, unweighted_recall: 0.81,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.967, f_measure: 0.8481, kappa: 0.8162, kb_relative_information_score: 0.8123, mean_absolute_error: 0.0629, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8515, number_of_instances: 6430, precision: 0.8463, predictive_accuracy: 0.8515, prior_entropy: 2.4834, relative_absolute_error: 0.2327, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1908, root_relative_squared_error: 0.5191, unweighted_recall: 0.8168,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9684, f_measure: 0.8215, kappa: 0.7832, kb_relative_information_score: 0.7753, mean_absolute_error: 0.0773, mean_prior_absolute_error: 0.2701, weighted_recall: 0.825, number_of_instances: 6430, precision: 0.82, predictive_accuracy: 0.825, prior_entropy: 2.4834, relative_absolute_error: 0.2861, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.2024, root_relative_squared_error: 0.5507, unweighted_recall: 0.786,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9595, f_measure: 0.8442, kappa: 0.8091, kb_relative_information_score: 0.8195, mean_absolute_error: 0.0597, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8456, number_of_instances: 6430, precision: 0.8433, predictive_accuracy: 0.8456, prior_entropy: 2.4834, relative_absolute_error: 0.2209, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1946, root_relative_squared_error: 0.5294, unweighted_recall: 0.8156,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9457, f_measure: 0.8407, kappa: 0.8043, kb_relative_information_score: 0.8203, mean_absolute_error: 0.0578, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8415, number_of_instances: 6430, precision: 0.8403, predictive_accuracy: 0.8415, prior_entropy: 2.4834, relative_absolute_error: 0.2139, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.2014, root_relative_squared_error: 0.5482, unweighted_recall: 0.8125,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9318, f_measure: 0.85, kappa: 0.8148, kb_relative_information_score: 0.8283, mean_absolute_error: 0.0514, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8499, number_of_instances: 6430, precision: 0.8502, predictive_accuracy: 0.8499, prior_entropy: 2.4834, relative_absolute_error: 0.1902, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.2081, root_relative_squared_error: 0.5663, unweighted_recall: 0.8261,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9691, f_measure: 0.8385, kappa: 0.8048, kb_relative_information_score: 0.7957, mean_absolute_error: 0.0698, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8425, number_of_instances: 6430, precision: 0.8368, predictive_accuracy: 0.8425, prior_entropy: 2.4834, relative_absolute_error: 0.2586, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1939, root_relative_squared_error: 0.5276, unweighted_recall: 0.8054,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9332, f_measure: 0.8493, kappa: 0.8142, kb_relative_information_score: 0.8268, mean_absolute_error: 0.0524, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8495, number_of_instances: 6430, precision: 0.8492, predictive_accuracy: 0.8495, prior_entropy: 2.4834, relative_absolute_error: 0.1939, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.207, root_relative_squared_error: 0.5634, unweighted_recall: 0.8244,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9674, f_measure: 0.8567, kappa: 0.8251, kb_relative_information_score: 0.8268, mean_absolute_error: 0.0579, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8585, number_of_instances: 6430, precision: 0.8555, predictive_accuracy: 0.8585, prior_entropy: 2.4834, relative_absolute_error: 0.2142, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.186, root_relative_squared_error: 0.506, unweighted_recall: 0.8297,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9531, f_measure: 0.845, kappa: 0.8094, kb_relative_information_score: 0.8224, mean_absolute_error: 0.057, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8457, number_of_instances: 6430, precision: 0.8445, predictive_accuracy: 0.8457, prior_entropy: 2.4834, relative_absolute_error: 0.211, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1978, root_relative_squared_error: 0.5381, unweighted_recall: 0.8154,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9682, f_measure: 0.8332, kappa: 0.7989, kb_relative_information_score: 0.7838, mean_absolute_error: 0.0745, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8378, number_of_instances: 6430, precision: 0.8314, predictive_accuracy: 0.8378, prior_entropy: 2.4834, relative_absolute_error: 0.2757, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1995, root_relative_squared_error: 0.5429, unweighted_recall: 0.7988,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9703, f_measure: 0.8578, kappa: 0.826, kb_relative_information_score: 0.8302, mean_absolute_error: 0.0574, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8593, number_of_instances: 6430, precision: 0.8569, predictive_accuracy: 0.8593, prior_entropy: 2.4834, relative_absolute_error: 0.2125, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1844, root_relative_squared_error: 0.5017, unweighted_recall: 0.8308,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9245, f_measure: 0.8431, kappa: 0.8065, kb_relative_information_score: 0.8208, mean_absolute_error: 0.0538, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8431, number_of_instances: 6430, precision: 0.8441, predictive_accuracy: 0.8431, prior_entropy: 2.4834, relative_absolute_error: 0.199, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.2135, root_relative_squared_error: 0.5811, unweighted_recall: 0.8183,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9707, f_measure: 0.8417, kappa: 0.8079, kb_relative_information_score: 0.8111, mean_absolute_error: 0.0643, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8448, number_of_instances: 6430, precision: 0.8403, predictive_accuracy: 0.8448, prior_entropy: 2.4834, relative_absolute_error: 0.2382, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1914, root_relative_squared_error: 0.5207, unweighted_recall: 0.8107,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9485, f_measure: 0.8503, kappa: 0.8152, kb_relative_information_score: 0.8308, mean_absolute_error: 0.053, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8502, number_of_instances: 6430, precision: 0.8504, predictive_accuracy: 0.8502, prior_entropy: 2.4834, relative_absolute_error: 0.1962, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1975, root_relative_squared_error: 0.5374, unweighted_recall: 0.825,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9566, f_measure: 0.8577, kappa: 0.8257, kb_relative_information_score: 0.8338, mean_absolute_error: 0.0524, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8589, number_of_instances: 6430, precision: 0.8568, predictive_accuracy: 0.8589, prior_entropy: 2.4834, relative_absolute_error: 0.194, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1904, root_relative_squared_error: 0.5181, unweighted_recall: 0.831,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9584, f_measure: 0.8489, kappa: 0.8163, kb_relative_information_score: 0.8161, mean_absolute_error: 0.0607, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8516, number_of_instances: 6430, precision: 0.8475, predictive_accuracy: 0.8516, prior_entropy: 2.4834, relative_absolute_error: 0.2248, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1945, root_relative_squared_error: 0.5293, unweighted_recall: 0.8179,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9472, f_measure: 0.8543, kappa: 0.8202, kb_relative_information_score: 0.8344, mean_absolute_error: 0.0514, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8544, number_of_instances: 6430, precision: 0.8544, predictive_accuracy: 0.8544, prior_entropy: 2.4834, relative_absolute_error: 0.1903, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1965, root_relative_squared_error: 0.5348, unweighted_recall: 0.8288,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9694, f_measure: 0.861, kappa: 0.8302, kb_relative_information_score: 0.8301, mean_absolute_error: 0.0568, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8627, number_of_instances: 6430, precision: 0.8599, predictive_accuracy: 0.8627, prior_entropy: 2.4834, relative_absolute_error: 0.2103, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1838, root_relative_squared_error: 0.5002, unweighted_recall: 0.833,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9656, f_measure: 0.8386, kappa: 0.8022, kb_relative_information_score: 0.8007, mean_absolute_error: 0.0669, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8401, number_of_instances: 6430, precision: 0.8379, predictive_accuracy: 0.8401, prior_entropy: 2.4834, relative_absolute_error: 0.2475, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1954, root_relative_squared_error: 0.5318, unweighted_recall: 0.8062,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9698, f_measure: 0.851, kappa: 0.8182, kb_relative_information_score: 0.8205, mean_absolute_error: 0.0604, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8529, number_of_instances: 6430, precision: 0.8496, predictive_accuracy: 0.8529, prior_entropy: 2.4834, relative_absolute_error: 0.2236, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.187, root_relative_squared_error: 0.5088, unweighted_recall: 0.8216,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9661, f_measure: 0.8384, kappa: 0.8035, kb_relative_information_score: 0.8022, mean_absolute_error: 0.066, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8412, number_of_instances: 6430, precision: 0.837, predictive_accuracy: 0.8412, prior_entropy: 2.4834, relative_absolute_error: 0.2442, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1957, root_relative_squared_error: 0.5324, unweighted_recall: 0.8083,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9612, f_measure: 0.8449, kappa: 0.8123, kb_relative_information_score: 0.8084, mean_absolute_error: 0.0643, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8484, number_of_instances: 6430, precision: 0.8432, predictive_accuracy: 0.8484, prior_entropy: 2.4834, relative_absolute_error: 0.2381, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1964, root_relative_squared_error: 0.5344, unweighted_recall: 0.8156,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9661, f_measure: 0.8266, kappa: 0.7899, kb_relative_information_score: 0.7756, mean_absolute_error: 0.0772, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8306, number_of_instances: 6430, precision: 0.8255, predictive_accuracy: 0.8306, prior_entropy: 2.4834, relative_absolute_error: 0.2856, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.202, root_relative_squared_error: 0.5498, unweighted_recall: 0.7903,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9631, f_measure: 0.8111, kappa: 0.773, kb_relative_information_score: 0.7561, mean_absolute_error: 0.0837, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8174, number_of_instances: 6430, precision: 0.8106, predictive_accuracy: 0.8174, prior_entropy: 2.4834, relative_absolute_error: 0.3099, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.2111, root_relative_squared_error: 0.5743, unweighted_recall: 0.7726,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.947, f_measure: 0.8606, kappa: 0.8276, kb_relative_information_score: 0.8408, mean_absolute_error: 0.0496, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8602, number_of_instances: 6430, precision: 0.8613, predictive_accuracy: 0.8602, prior_entropy: 2.4834, relative_absolute_error: 0.1837, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1941, root_relative_squared_error: 0.5282, unweighted_recall: 0.8376,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9709, f_measure: 0.8514, kappa: 0.8207, kb_relative_information_score: 0.8208, mean_absolute_error: 0.0607, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8552, number_of_instances: 6430, precision: 0.8497, predictive_accuracy: 0.8552, prior_entropy: 2.4834, relative_absolute_error: 0.2248, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1861, root_relative_squared_error: 0.5063, unweighted_recall: 0.8217,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9674, f_measure: 0.854, kappa: 0.8221, kb_relative_information_score: 0.8222, mean_absolute_error: 0.0589, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8561, number_of_instances: 6430, precision: 0.8527, predictive_accuracy: 0.8561, prior_entropy: 2.4834, relative_absolute_error: 0.218, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.188, root_relative_squared_error: 0.5115, unweighted_recall: 0.8254,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9682, f_measure: 0.8298, kappa: 0.7952, kb_relative_information_score: 0.7846, mean_absolute_error: 0.0738, mean_prior_absolute_error: 0.2701, weighted_recall: 0.835, number_of_instances: 6430, precision: 0.8282, predictive_accuracy: 0.835, prior_entropy: 2.4834, relative_absolute_error: 0.2734, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1985, root_relative_squared_error: 0.5401, unweighted_recall: 0.7934,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9497, f_measure: 0.8496, kappa: 0.814, kb_relative_information_score: 0.8294, mean_absolute_error: 0.0543, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8493, number_of_instances: 6430, precision: 0.85, predictive_accuracy: 0.8493, prior_entropy: 2.4834, relative_absolute_error: 0.2012, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1972, root_relative_squared_error: 0.5366, unweighted_recall: 0.8254,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9574, f_measure: 0.8439, kappa: 0.8099, kb_relative_information_score: 0.8216, mean_absolute_error: 0.0588, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8463, number_of_instances: 6430, precision: 0.8426, predictive_accuracy: 0.8463, prior_entropy: 2.4834, relative_absolute_error: 0.2176, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1949, root_relative_squared_error: 0.5303, unweighted_recall: 0.8154,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9509, f_measure: 0.8411, kappa: 0.8059, kb_relative_information_score: 0.814, mean_absolute_error: 0.0603, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8429, number_of_instances: 6430, precision: 0.8396, predictive_accuracy: 0.8429, prior_entropy: 2.4834, relative_absolute_error: 0.2232, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.2018, root_relative_squared_error: 0.549, unweighted_recall: 0.8136,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9566, f_measure: 0.8613, kappa: 0.8282, kb_relative_information_score: 0.84, mean_absolute_error: 0.0514, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8607, number_of_instances: 6430, precision: 0.8622, predictive_accuracy: 0.8607, prior_entropy: 2.4834, relative_absolute_error: 0.1904, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1893, root_relative_squared_error: 0.515, unweighted_recall: 0.8389,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9593, f_measure: 0.7962, kappa: 0.7541, kb_relative_information_score: 0.7367, mean_absolute_error: 0.0908, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8022, number_of_instances: 6430, precision: 0.7955, predictive_accuracy: 0.8022, prior_entropy: 2.4834, relative_absolute_error: 0.3363, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.2172, root_relative_squared_error: 0.591, unweighted_recall: 0.7579,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9555, f_measure: 0.8457, kappa: 0.8111, kb_relative_information_score: 0.8231, mean_absolute_error: 0.0578, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8471, number_of_instances: 6430, precision: 0.8447, predictive_accuracy: 0.8471, prior_entropy: 2.4834, relative_absolute_error: 0.214, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1956, root_relative_squared_error: 0.5323, unweighted_recall: 0.818,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9649, f_measure: 0.8513, kappa: 0.8194, kb_relative_information_score: 0.8184, mean_absolute_error: 0.0613, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8541, number_of_instances: 6430, precision: 0.8498, predictive_accuracy: 0.8541, prior_entropy: 2.4834, relative_absolute_error: 0.2268, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1896, root_relative_squared_error: 0.5159, unweighted_recall: 0.8227,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9697, f_measure: 0.8413, kappa: 0.8066, kb_relative_information_score: 0.8056, mean_absolute_error: 0.0661, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8437, number_of_instances: 6430, precision: 0.8398, predictive_accuracy: 0.8437, prior_entropy: 2.4834, relative_absolute_error: 0.2449, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.194, root_relative_squared_error: 0.528, unweighted_recall: 0.81,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9183, f_measure: 0.8403, kappa: 0.803, kb_relative_information_score: 0.8176, mean_absolute_error: 0.0537, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8403, number_of_instances: 6430, precision: 0.8407, predictive_accuracy: 0.8403, prior_entropy: 2.4834, relative_absolute_error: 0.1988, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.2192, root_relative_squared_error: 0.5964, unweighted_recall: 0.8148,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9571, f_measure: 0.8547, kappa: 0.8218, kb_relative_information_score: 0.8295, mean_absolute_error: 0.0561, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8557, number_of_instances: 6430, precision: 0.8541, predictive_accuracy: 0.8557, prior_entropy: 2.4834, relative_absolute_error: 0.2075, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1926, root_relative_squared_error: 0.5242, unweighted_recall: 0.8299,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.961, f_measure: 0.8449, kappa: 0.8102, kb_relative_information_score: 0.8246, mean_absolute_error: 0.0574, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8465, number_of_instances: 6430, precision: 0.8437, predictive_accuracy: 0.8465, prior_entropy: 2.4834, relative_absolute_error: 0.2123, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1927, root_relative_squared_error: 0.5245, unweighted_recall: 0.8132,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9661, f_measure: 0.8227, kappa: 0.7854, kb_relative_information_score: 0.7801, mean_absolute_error: 0.0754, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8269, number_of_instances: 6430, precision: 0.8211, predictive_accuracy: 0.8269, prior_entropy: 2.4834, relative_absolute_error: 0.2793, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.2012, root_relative_squared_error: 0.5476, unweighted_recall: 0.7866,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9647, f_measure: 0.8577, kappa: 0.826, kb_relative_information_score: 0.8289, mean_absolute_error: 0.0565, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8593, number_of_instances: 6430, precision: 0.8567, predictive_accuracy: 0.8593, prior_entropy: 2.4834, relative_absolute_error: 0.2092, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1877, root_relative_squared_error: 0.5108, unweighted_recall: 0.8302,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9654, f_measure: 0.835, kappa: 0.7998, kb_relative_information_score: 0.7979, mean_absolute_error: 0.0682, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8383, number_of_instances: 6430, precision: 0.8333, predictive_accuracy: 0.8383, prior_entropy: 2.4834, relative_absolute_error: 0.2524, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1965, root_relative_squared_error: 0.5348, unweighted_recall: 0.8039,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9677, f_measure: 0.8485, kappa: 0.8166, kb_relative_information_score: 0.8128, mean_absolute_error: 0.0631, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8519, number_of_instances: 6430, precision: 0.8471, predictive_accuracy: 0.8519, prior_entropy: 2.4834, relative_absolute_error: 0.2337, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1903, root_relative_squared_error: 0.5177, unweighted_recall: 0.816,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9562, f_measure: 0.8566, kappa: 0.8247, kb_relative_information_score: 0.8367, mean_absolute_error: 0.0525, mean_prior_absolute_error: 0.2701, weighted_recall: 0.8582, number_of_instances: 6430, precision: 0.8554, predictive_accuracy: 0.8582, prior_entropy: 2.4834, relative_absolute_error: 0.1945, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1902, root_relative_squared_error: 0.5176, unweighted_recall: 0.8298,

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