OpenML
Supervised Classification on mfeat-pixel

Supervised Classification on mfeat-pixel

Task 20 Supervised Classification mfeat-pixel 12158 runs submitted
0 likes downloaded by 0 people , 0 total downloads 0 issues
Visibility: Public
  • at2 basic OpenML100 study_1 study_107 study_123 study_14 study_41 study_7 study_70 under100k under1m
Issue #Downvotes for this reason By


Metric:

12158 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: 0.9833, f_measure: 0.9701, kappa: 0.9667, kb_relative_information_score: 1937.2546, mean_absolute_error: 0.006, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9707, predictive_accuracy: 0.97, prior_entropy: 3.3219, recall: 0.97, relative_absolute_error: 0.0333, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0775, root_relative_squared_error: 0.2582,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9872, f_measure: 0.977, kappa: 0.9744, kb_relative_information_score: 1951.8952, mean_absolute_error: 0.0046, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9773, predictive_accuracy: 0.977, prior_entropy: 3.3219, recall: 0.977, relative_absolute_error: 0.0256, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0678, root_relative_squared_error: 0.2261,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9664, f_measure: 0.9419, kappa: 0.9328, kb_relative_information_score: 1873.4633, mean_absolute_error: 0.0121, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9506, predictive_accuracy: 0.9395, prior_entropy: 3.3219, recall: 0.9395, relative_absolute_error: 0.0672, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.11, root_relative_squared_error: 0.3667,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5919, f_measure: 0.1812, kappa: 0.1839, kb_relative_information_score: 463.7822, mean_absolute_error: 0.1469, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.5679, predictive_accuracy: 0.2655, prior_entropy: 3.3219, recall: 0.2655, relative_absolute_error: 0.8161, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3833, root_relative_squared_error: 1.2776,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9886, f_measure: 0.9795, kappa: 0.9772, kb_relative_information_score: 1957.1239, mean_absolute_error: 0.0041, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9796, predictive_accuracy: 0.9795, prior_entropy: 3.3219, recall: 0.9795, relative_absolute_error: 0.0228, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.064, root_relative_squared_error: 0.2134,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6178, f_measure: 0.2846, kappa: 0.2356, kb_relative_information_score: 561.0377, mean_absolute_error: 0.1376, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.3533, predictive_accuracy: 0.312, prior_entropy: 3.3219, recall: 0.312, relative_absolute_error: 0.7644, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3709, root_relative_squared_error: 1.2365,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9872, f_measure: 0.977, kappa: 0.9744, kb_relative_information_score: 1951.8952, mean_absolute_error: 0.0046, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9773, predictive_accuracy: 0.977, prior_entropy: 3.3219, recall: 0.977, relative_absolute_error: 0.0256, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0678, root_relative_squared_error: 0.2261,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9786, f_measure: 0.9616, kappa: 0.9572, kb_relative_information_score: 1919.4767, mean_absolute_error: 0.0077, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9621, predictive_accuracy: 0.9615, prior_entropy: 3.3219, recall: 0.9615, relative_absolute_error: 0.0428, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0877, root_relative_squared_error: 0.2925,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9539, f_measure: 0.9168, kappa: 0.9078, kb_relative_information_score: 1826.4043, mean_absolute_error: 0.0166, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9189, predictive_accuracy: 0.917, prior_entropy: 3.3219, recall: 0.917, relative_absolute_error: 0.0922, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1288, root_relative_squared_error: 0.4295,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9869, f_measure: 0.9765, kappa: 0.9739, kb_relative_information_score: 1950.8494, mean_absolute_error: 0.0047, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9767, predictive_accuracy: 0.9765, prior_entropy: 3.3219, recall: 0.9765, relative_absolute_error: 0.0261, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0686, root_relative_squared_error: 0.2285,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7481, f_measure: 0.4435, kappa: 0.4961, kb_relative_information_score: 1051.498, mean_absolute_error: 0.0907, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.6298, predictive_accuracy: 0.5465, prior_entropy: 3.3219, recall: 0.5465, relative_absolute_error: 0.5039, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3012, root_relative_squared_error: 1.0039,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5533, f_measure: 0.1817, kappa: 0.1067, kb_relative_information_score: 318.422, mean_absolute_error: 0.1608, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.822, predictive_accuracy: 0.196, prior_entropy: 3.3219, recall: 0.196, relative_absolute_error: 0.8933, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.401, root_relative_squared_error: 1.3367,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 117.6365, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.18, number_of_instances: 2000, predictive_accuracy: 0.1, prior_entropy: 3.3219, recall: 0.1, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4243, root_relative_squared_error: 1.4142,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9894, f_measure: 0.981, kappa: 0.9789, kb_relative_information_score: 1960.2612, mean_absolute_error: 0.0038, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9811, predictive_accuracy: 0.981, prior_entropy: 3.3219, recall: 0.981, relative_absolute_error: 0.0211, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0616, root_relative_squared_error: 0.2055,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5086, f_measure: 0.0487, kappa: 0.0172, kb_relative_information_score: 150.055, mean_absolute_error: 0.1769, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9102, predictive_accuracy: 0.1155, prior_entropy: 3.3219, recall: 0.1155, relative_absolute_error: 0.9828, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4206, root_relative_squared_error: 1.402,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9894, f_measure: 0.981, kappa: 0.9789, kb_relative_information_score: 1960.2612, mean_absolute_error: 0.0038, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9812, predictive_accuracy: 0.981, prior_entropy: 3.3219, recall: 0.981, relative_absolute_error: 0.0211, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0616, root_relative_squared_error: 0.2055,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9894, f_measure: 0.981, kappa: 0.9789, kb_relative_information_score: 1960.2612, mean_absolute_error: 0.0038, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9811, predictive_accuracy: 0.981, prior_entropy: 3.3219, recall: 0.981, relative_absolute_error: 0.0211, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0616, root_relative_squared_error: 0.2055,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.445, kappa: -0.11, kb_relative_information_score: -89.4235, mean_absolute_error: 0.1998, mean_prior_absolute_error: 0.18, number_of_instances: 2000, predictive_accuracy: 0.001, prior_entropy: 3.3219, recall: 0.001, relative_absolute_error: 1.11, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.447, root_relative_squared_error: 1.49,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.985, f_measure: 0.973, kappa: 0.97, kb_relative_information_score: 1943.5291, mean_absolute_error: 0.0054, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9733, predictive_accuracy: 0.973, prior_entropy: 3.3219, recall: 0.973, relative_absolute_error: 0.03, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0735, root_relative_squared_error: 0.2449,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9875, f_measure: 0.9775, kappa: 0.975, kb_relative_information_score: 1952.9409, mean_absolute_error: 0.0045, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9777, predictive_accuracy: 0.9775, prior_entropy: 3.3219, recall: 0.9775, relative_absolute_error: 0.025, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0671, root_relative_squared_error: 0.2236,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9539, f_measure: 0.9168, kappa: 0.9078, kb_relative_information_score: 1826.4043, mean_absolute_error: 0.0166, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9188, predictive_accuracy: 0.917, prior_entropy: 3.3219, recall: 0.917, relative_absolute_error: 0.0922, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1288, root_relative_squared_error: 0.4295,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 117.6365, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.18, number_of_instances: 2000, predictive_accuracy: 0.1, prior_entropy: 3.3219, recall: 0.1, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4243, root_relative_squared_error: 1.4142,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9878, f_measure: 0.978, kappa: 0.9756, kb_relative_information_score: 1953.9867, mean_absolute_error: 0.0044, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9782, predictive_accuracy: 0.978, prior_entropy: 3.3219, recall: 0.978, relative_absolute_error: 0.0244, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0663, root_relative_squared_error: 0.2211,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9819, f_measure: 0.9676, kappa: 0.9639, kb_relative_information_score: 1932.0258, mean_absolute_error: 0.0065, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9681, predictive_accuracy: 0.9675, prior_entropy: 3.3219, recall: 0.9675, relative_absolute_error: 0.0361, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0806, root_relative_squared_error: 0.2687,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9894, f_measure: 0.981, kappa: 0.9789, kb_relative_information_score: 1960.2612, mean_absolute_error: 0.0038, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9811, predictive_accuracy: 0.981, prior_entropy: 3.3219, recall: 0.981, relative_absolute_error: 0.0211, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0616, root_relative_squared_error: 0.2055,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5814, f_measure: 0.1534, kappa: 0.1628, kb_relative_information_score: 424.0435, mean_absolute_error: 0.1507, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.6289, predictive_accuracy: 0.2465, prior_entropy: 3.3219, recall: 0.2465, relative_absolute_error: 0.8372, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3882, root_relative_squared_error: 1.294,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5814, f_measure: 0.1533, kappa: 0.1628, kb_relative_information_score: 424.0435, mean_absolute_error: 0.1507, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.6288, predictive_accuracy: 0.2465, prior_entropy: 3.3219, recall: 0.2465, relative_absolute_error: 0.8372, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3882, root_relative_squared_error: 1.294,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9883, f_measure: 0.979, kappa: 0.9767, kb_relative_information_score: 1956.0782, mean_absolute_error: 0.0042, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9792, predictive_accuracy: 0.979, prior_entropy: 3.3219, recall: 0.979, relative_absolute_error: 0.0233, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0648, root_relative_squared_error: 0.216,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9889, f_measure: 0.98, kappa: 0.9778, kb_relative_information_score: 1958.1697, mean_absolute_error: 0.004, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9802, predictive_accuracy: 0.98, prior_entropy: 3.3219, recall: 0.98, relative_absolute_error: 0.0222, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0632, root_relative_squared_error: 0.2108,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9892, f_measure: 0.9805, kappa: 0.9783, kb_relative_information_score: 1959.2155, mean_absolute_error: 0.0039, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9806, predictive_accuracy: 0.9805, prior_entropy: 3.3219, recall: 0.9805, relative_absolute_error: 0.0217, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0624, root_relative_squared_error: 0.2082,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9872, f_measure: 0.977, kappa: 0.9744, kb_relative_information_score: 1951.8952, mean_absolute_error: 0.0046, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9773, predictive_accuracy: 0.977, prior_entropy: 3.3219, recall: 0.977, relative_absolute_error: 0.0256, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0678, root_relative_squared_error: 0.2261,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6247, f_measure: 0.3456, kappa: 0.2494, kb_relative_information_score: 587.1816, mean_absolute_error: 0.1351, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9052, predictive_accuracy: 0.3245, prior_entropy: 3.3219, recall: 0.3245, relative_absolute_error: 0.7506, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3676, root_relative_squared_error: 1.2252,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8781, f_measure: 0.7818, kappa: 0.7561, kb_relative_information_score: 1540.9125, mean_absolute_error: 0.0439, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.7897, predictive_accuracy: 0.7805, prior_entropy: 3.3219, recall: 0.7805, relative_absolute_error: 0.2439, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2095, root_relative_squared_error: 0.6984,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9894, f_measure: 0.981, kappa: 0.9789, kb_relative_information_score: 1960.2612, mean_absolute_error: 0.0038, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9811, predictive_accuracy: 0.981, prior_entropy: 3.3219, recall: 0.981, relative_absolute_error: 0.0211, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0616, root_relative_squared_error: 0.2055,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9864, f_measure: 0.9755, kappa: 0.9728, kb_relative_information_score: 1948.7579, mean_absolute_error: 0.0049, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9758, predictive_accuracy: 0.9755, prior_entropy: 3.3219, recall: 0.9755, relative_absolute_error: 0.0272, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.07, root_relative_squared_error: 0.2333,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9894, f_measure: 0.981, kappa: 0.9789, kb_relative_information_score: 1960.2612, mean_absolute_error: 0.0038, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9812, predictive_accuracy: 0.981, prior_entropy: 3.3219, recall: 0.981, relative_absolute_error: 0.0211, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0616, root_relative_squared_error: 0.2055,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.51, f_measure: 0.0533, kappa: 0.02, kb_relative_information_score: 155.2838, mean_absolute_error: 0.1764, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9102, predictive_accuracy: 0.118, prior_entropy: 3.3219, recall: 0.118, relative_absolute_error: 0.98, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.42, root_relative_squared_error: 1.4,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9636, f_measure: 0.9345, kappa: 0.9272, kb_relative_information_score: 1863.0058, mean_absolute_error: 0.0131, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9356, predictive_accuracy: 0.9345, prior_entropy: 3.3219, recall: 0.9345, relative_absolute_error: 0.0728, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1145, root_relative_squared_error: 0.3815,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5475, f_measure: 0.1679, kappa: 0.095, kb_relative_information_score: 296.461, mean_absolute_error: 0.1629, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.8218, predictive_accuracy: 0.1855, prior_entropy: 3.3219, recall: 0.1855, relative_absolute_error: 0.905, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4036, root_relative_squared_error: 1.3454,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5764, f_measure: 0.139, kappa: 0.1528, kb_relative_information_score: 405.2198, mean_absolute_error: 0.1525, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.7052, predictive_accuracy: 0.2375, prior_entropy: 3.3219, recall: 0.2375, relative_absolute_error: 0.8472, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3905, root_relative_squared_error: 1.3017,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5161, f_measure: 0.0927, kappa: 0.0322, kb_relative_information_score: 178.2905, mean_absolute_error: 0.1742, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.1494, predictive_accuracy: 0.129, prior_entropy: 3.3219, recall: 0.129, relative_absolute_error: 0.9678, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4174, root_relative_squared_error: 1.3912,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9894, f_measure: 0.981, kappa: 0.9789, kb_relative_information_score: 1960.2612, mean_absolute_error: 0.0038, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9812, predictive_accuracy: 0.981, prior_entropy: 3.3219, recall: 0.981, relative_absolute_error: 0.0211, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0616, root_relative_squared_error: 0.2055,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9539, f_measure: 0.9168, kappa: 0.9078, kb_relative_information_score: 1826.4043, mean_absolute_error: 0.0166, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9189, predictive_accuracy: 0.917, prior_entropy: 3.3219, recall: 0.917, relative_absolute_error: 0.0922, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1288, root_relative_squared_error: 0.4295,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5539, f_measure: 0.1708, kappa: 0.1078, kb_relative_information_score: 320.5135, mean_absolute_error: 0.1606, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.8972, predictive_accuracy: 0.197, prior_entropy: 3.3219, recall: 0.197, relative_absolute_error: 0.8922, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4007, root_relative_squared_error: 1.3358,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9889, f_measure: 0.98, kappa: 0.9778, kb_relative_information_score: 1958.1697, mean_absolute_error: 0.004, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9802, predictive_accuracy: 0.98, prior_entropy: 3.3219, recall: 0.98, relative_absolute_error: 0.0222, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0632, root_relative_squared_error: 0.2108,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7375, f_measure: 0.5099, kappa: 0.475, kb_relative_information_score: 1011.7592, mean_absolute_error: 0.0945, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.5586, predictive_accuracy: 0.5275, prior_entropy: 3.3219, recall: 0.5275, relative_absolute_error: 0.525, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3074, root_relative_squared_error: 1.0247,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5292, f_measure: 0.0832, kappa: 0.0583, kb_relative_information_score: 227.4411, mean_absolute_error: 0.1695, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.208, predictive_accuracy: 0.1525, prior_entropy: 3.3219, recall: 0.1525, relative_absolute_error: 0.9417, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4117, root_relative_squared_error: 1.3723,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9661, f_measure: 0.939, kappa: 0.9322, kb_relative_information_score: 1872.4176, mean_absolute_error: 0.0122, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9399, predictive_accuracy: 0.939, prior_entropy: 3.3219, recall: 0.939, relative_absolute_error: 0.0678, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1105, root_relative_squared_error: 0.3682,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 117.6365, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.18, number_of_instances: 2000, predictive_accuracy: 0.1, prior_entropy: 3.3219, recall: 0.1, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4243, root_relative_squared_error: 1.4142,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9889, f_measure: 0.98, kappa: 0.9778, kb_relative_information_score: 1958.1697, mean_absolute_error: 0.004, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9802, predictive_accuracy: 0.98, prior_entropy: 3.3219, recall: 0.98, relative_absolute_error: 0.0222, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0632, root_relative_squared_error: 0.2108,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9881, f_measure: 0.9785, kappa: 0.9761, kb_relative_information_score: 1955.0324, mean_absolute_error: 0.0043, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9786, predictive_accuracy: 0.9785, prior_entropy: 3.3219, recall: 0.9785, relative_absolute_error: 0.0239, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0656, root_relative_squared_error: 0.2186,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5269, f_measure: 0.0761, kappa: 0.0539, kb_relative_information_score: 219.075, mean_absolute_error: 0.1703, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.1607, predictive_accuracy: 0.1485, prior_entropy: 3.3219, recall: 0.1485, relative_absolute_error: 0.9461, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4127, root_relative_squared_error: 1.3756,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9611, f_measure: 0.9299, kappa: 0.9222, kb_relative_information_score: 1853.594, mean_absolute_error: 0.014, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9313, predictive_accuracy: 0.93, prior_entropy: 3.3219, recall: 0.93, relative_absolute_error: 0.0778, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1183, root_relative_squared_error: 0.3944,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 117.6365, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.18, number_of_instances: 2000, predictive_accuracy: 0.1, prior_entropy: 3.3219, recall: 0.1, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4243, root_relative_squared_error: 1.4142,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9806, f_measure: 0.9651, kappa: 0.9611, kb_relative_information_score: 1926.797, mean_absolute_error: 0.007, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9655, predictive_accuracy: 0.965, prior_entropy: 3.3219, recall: 0.965, relative_absolute_error: 0.0389, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0837, root_relative_squared_error: 0.2789,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9278, f_measure: 0.886, kappa: 0.8556, kb_relative_information_score: 1728.1031, mean_absolute_error: 0.026, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9311, predictive_accuracy: 0.87, prior_entropy: 3.3219, recall: 0.87, relative_absolute_error: 0.1444, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1612, root_relative_squared_error: 0.5375,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 117.6365, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.18, number_of_instances: 2000, predictive_accuracy: 0.1, prior_entropy: 3.3219, recall: 0.1, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4243, root_relative_squared_error: 1.4142,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8233, f_measure: 0.6817, kappa: 0.6467, kb_relative_information_score: 1334.8982, mean_absolute_error: 0.0636, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.6968, predictive_accuracy: 0.682, prior_entropy: 3.3219, recall: 0.682, relative_absolute_error: 0.3533, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2522, root_relative_squared_error: 0.8406,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9869, f_measure: 0.9765, kappa: 0.9739, kb_relative_information_score: 1950.8494, mean_absolute_error: 0.0047, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9768, predictive_accuracy: 0.9765, prior_entropy: 3.3219, recall: 0.9765, relative_absolute_error: 0.0261, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0686, root_relative_squared_error: 0.2285,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9861, f_measure: 0.975, kappa: 0.9722, kb_relative_information_score: 1947.7121, mean_absolute_error: 0.005, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9753, predictive_accuracy: 0.975, prior_entropy: 3.3219, recall: 0.975, relative_absolute_error: 0.0278, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0707, root_relative_squared_error: 0.2357,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9539, f_measure: 0.9168, kappa: 0.9078, kb_relative_information_score: 1826.4043, mean_absolute_error: 0.0166, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9188, predictive_accuracy: 0.917, prior_entropy: 3.3219, recall: 0.917, relative_absolute_error: 0.0922, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1288, root_relative_squared_error: 0.4295,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9878, f_measure: 0.978, kappa: 0.9756, kb_relative_information_score: 1953.9867, mean_absolute_error: 0.0044, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9782, predictive_accuracy: 0.978, prior_entropy: 3.3219, recall: 0.978, relative_absolute_error: 0.0244, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0663, root_relative_squared_error: 0.2211,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9869, f_measure: 0.9765, kappa: 0.9739, kb_relative_information_score: 1950.8494, mean_absolute_error: 0.0047, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9768, predictive_accuracy: 0.9765, prior_entropy: 3.3219, recall: 0.9765, relative_absolute_error: 0.0261, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0686, root_relative_squared_error: 0.2285,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9714, f_measure: 0.9486, kappa: 0.9428, kb_relative_information_score: 1892.287, mean_absolute_error: 0.0103, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9491, predictive_accuracy: 0.9485, prior_entropy: 3.3219, recall: 0.9485, relative_absolute_error: 0.0572, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1015, root_relative_squared_error: 0.3383,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6361, f_measure: 0.2334, kappa: 0.2722, kb_relative_information_score: 630.0577, mean_absolute_error: 0.131, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.6006, predictive_accuracy: 0.345, prior_entropy: 3.3219, recall: 0.345, relative_absolute_error: 0.7278, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3619, root_relative_squared_error: 1.2065,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5919, f_measure: 0.1812, kappa: 0.1839, kb_relative_information_score: 463.7822, mean_absolute_error: 0.1469, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.568, predictive_accuracy: 0.2655, prior_entropy: 3.3219, recall: 0.2655, relative_absolute_error: 0.8161, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3833, root_relative_squared_error: 1.2776,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9878, f_measure: 0.978, kappa: 0.9756, kb_relative_information_score: 1953.9867, mean_absolute_error: 0.0044, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9782, predictive_accuracy: 0.978, prior_entropy: 3.3219, recall: 0.978, relative_absolute_error: 0.0244, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0663, root_relative_squared_error: 0.2211,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5019, kappa: 0.0039, kb_relative_information_score: 124.9568, mean_absolute_error: 0.1793, mean_prior_absolute_error: 0.18, number_of_instances: 2000, predictive_accuracy: 0.1035, prior_entropy: 3.3219, recall: 0.1035, relative_absolute_error: 0.9961, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4234, root_relative_squared_error: 1.4115,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9478, f_measure: 0.9071, kappa: 0.8956, kb_relative_information_score: 1803.3976, mean_absolute_error: 0.0188, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9194, predictive_accuracy: 0.906, prior_entropy: 3.3219, recall: 0.906, relative_absolute_error: 0.1044, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1371, root_relative_squared_error: 0.457,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5814, f_measure: 0.1534, kappa: 0.1628, kb_relative_information_score: 424.0435, mean_absolute_error: 0.1507, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.6289, predictive_accuracy: 0.2465, prior_entropy: 3.3219, recall: 0.2465, relative_absolute_error: 0.8372, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3882, root_relative_squared_error: 1.294,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5069, f_measure: 0.043, kappa: 0.0139, kb_relative_information_score: 143.7805, mean_absolute_error: 0.1775, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9101, predictive_accuracy: 0.1125, prior_entropy: 3.3219, recall: 0.1125, relative_absolute_error: 0.9861, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4213, root_relative_squared_error: 1.4044,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9864, f_measure: 0.9755, kappa: 0.9728, kb_relative_information_score: 1948.7579, mean_absolute_error: 0.0049, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9758, predictive_accuracy: 0.9755, prior_entropy: 3.3219, recall: 0.9755, relative_absolute_error: 0.0272, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.07, root_relative_squared_error: 0.2333,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9878, f_measure: 0.978, kappa: 0.9756, kb_relative_information_score: 1953.9867, mean_absolute_error: 0.0044, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9782, predictive_accuracy: 0.978, prior_entropy: 3.3219, recall: 0.978, relative_absolute_error: 0.0244, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0663, root_relative_squared_error: 0.2211,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9875, f_measure: 0.9775, kappa: 0.975, kb_relative_information_score: 1952.9409, mean_absolute_error: 0.0045, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9778, predictive_accuracy: 0.9775, prior_entropy: 3.3219, recall: 0.9775, relative_absolute_error: 0.025, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0671, root_relative_squared_error: 0.2236,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.98, f_measure: 0.9641, kappa: 0.96, kb_relative_information_score: 1924.7055, mean_absolute_error: 0.0072, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9645, predictive_accuracy: 0.964, prior_entropy: 3.3219, recall: 0.964, relative_absolute_error: 0.04, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0849, root_relative_squared_error: 0.2828,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9878, f_measure: 0.978, kappa: 0.9756, kb_relative_information_score: 1953.9867, mean_absolute_error: 0.0044, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9782, predictive_accuracy: 0.978, prior_entropy: 3.3219, recall: 0.978, relative_absolute_error: 0.0244, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0663, root_relative_squared_error: 0.2211,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9897, f_measure: 0.9815, kappa: 0.9794, kb_relative_information_score: 1961.307, mean_absolute_error: 0.0037, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9817, predictive_accuracy: 0.9815, prior_entropy: 3.3219, recall: 0.9815, relative_absolute_error: 0.0206, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0608, root_relative_squared_error: 0.2028,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9878, f_measure: 0.9781, kappa: 0.9756, kb_relative_information_score: 1953.9867, mean_absolute_error: 0.0044, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9784, predictive_accuracy: 0.978, prior_entropy: 3.3219, recall: 0.978, relative_absolute_error: 0.0244, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0663, root_relative_squared_error: 0.2211,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5083, f_measure: 0.0478, kappa: 0.0167, kb_relative_information_score: 149.0092, mean_absolute_error: 0.177, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9102, predictive_accuracy: 0.115, prior_entropy: 3.3219, recall: 0.115, relative_absolute_error: 0.9833, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4207, root_relative_squared_error: 1.4024,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9889, f_measure: 0.98, kappa: 0.9778, kb_relative_information_score: 1958.1697, mean_absolute_error: 0.004, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9801, predictive_accuracy: 0.98, prior_entropy: 3.3219, recall: 0.98, relative_absolute_error: 0.0222, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0632, root_relative_squared_error: 0.2108,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5081, f_measure: 0.0469, kappa: 0.0161, kb_relative_information_score: 147.9635, mean_absolute_error: 0.1771, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9101, predictive_accuracy: 0.1145, prior_entropy: 3.3219, recall: 0.1145, relative_absolute_error: 0.9839, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4208, root_relative_squared_error: 1.4028,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5764, f_measure: 0.139, kappa: 0.1528, kb_relative_information_score: 405.2198, mean_absolute_error: 0.1525, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.7055, predictive_accuracy: 0.2375, prior_entropy: 3.3219, recall: 0.2375, relative_absolute_error: 0.8472, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3905, root_relative_squared_error: 1.3017,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9083, f_measure: 0.8601, kappa: 0.8167, kb_relative_information_score: 1654.9, mean_absolute_error: 0.033, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9273, predictive_accuracy: 0.835, prior_entropy: 3.3219, recall: 0.835, relative_absolute_error: 0.1833, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1817, root_relative_squared_error: 0.6055,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9878, f_measure: 0.978, kappa: 0.9756, kb_relative_information_score: 1953.9867, mean_absolute_error: 0.0044, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9782, predictive_accuracy: 0.978, prior_entropy: 3.3219, recall: 0.978, relative_absolute_error: 0.0244, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0663, root_relative_squared_error: 0.2211,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7206, f_measure: 0.5444, kappa: 0.4411, kb_relative_information_score: 947.968, mean_absolute_error: 0.1006, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9128, predictive_accuracy: 0.497, prior_entropy: 3.3219, recall: 0.497, relative_absolute_error: 0.5589, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3172, root_relative_squared_error: 1.0573,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9547, f_measure: 0.9184, kappa: 0.9094, kb_relative_information_score: 1829.5415, mean_absolute_error: 0.0163, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9203, predictive_accuracy: 0.9185, prior_entropy: 3.3219, recall: 0.9185, relative_absolute_error: 0.0906, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1277, root_relative_squared_error: 0.4256,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9864, f_measure: 0.9756, kappa: 0.9728, kb_relative_information_score: 1948.7579, mean_absolute_error: 0.0049, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9758, predictive_accuracy: 0.9755, prior_entropy: 3.3219, recall: 0.9755, relative_absolute_error: 0.0272, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.07, root_relative_squared_error: 0.2333,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9872, f_measure: 0.977, kappa: 0.9744, kb_relative_information_score: 1951.8952, mean_absolute_error: 0.0046, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9773, predictive_accuracy: 0.977, prior_entropy: 3.3219, recall: 0.977, relative_absolute_error: 0.0256, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0678, root_relative_squared_error: 0.2261,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9736, f_measure: 0.9526, kappa: 0.9472, kb_relative_information_score: 1900.653, mean_absolute_error: 0.0095, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9531, predictive_accuracy: 0.9525, prior_entropy: 3.3219, recall: 0.9525, relative_absolute_error: 0.0528, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0975, root_relative_squared_error: 0.3249,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9889, f_measure: 0.98, kappa: 0.9778, kb_relative_information_score: 1958.1697, mean_absolute_error: 0.004, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9802, predictive_accuracy: 0.98, prior_entropy: 3.3219, recall: 0.98, relative_absolute_error: 0.0222, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0632, root_relative_squared_error: 0.2108,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6364, f_measure: 0.2369, kappa: 0.2728, kb_relative_information_score: 631.1034, mean_absolute_error: 0.1309, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.6055, predictive_accuracy: 0.3455, prior_entropy: 3.3219, recall: 0.3455, relative_absolute_error: 0.7272, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3618, root_relative_squared_error: 1.206,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9864, f_measure: 0.9755, kappa: 0.9728, kb_relative_information_score: 1948.7579, mean_absolute_error: 0.0049, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9757, predictive_accuracy: 0.9755, prior_entropy: 3.3219, recall: 0.9755, relative_absolute_error: 0.0272, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.07, root_relative_squared_error: 0.2333,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5006, f_measure: 0.026, kappa: 0.0011, kb_relative_information_score: 119.728, mean_absolute_error: 0.1798, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.0626, predictive_accuracy: 0.101, prior_entropy: 3.3219, recall: 0.101, relative_absolute_error: 0.9989, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.424, root_relative_squared_error: 1.4134,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9889, f_measure: 0.98, kappa: 0.9778, kb_relative_information_score: 1958.1697, mean_absolute_error: 0.004, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9802, predictive_accuracy: 0.98, prior_entropy: 3.3219, recall: 0.98, relative_absolute_error: 0.0222, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0632, root_relative_squared_error: 0.2108,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5364, f_measure: 0.1251, kappa: 0.0728, kb_relative_information_score: 254.6307, mean_absolute_error: 0.1669, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9107, predictive_accuracy: 0.1655, prior_entropy: 3.3219, recall: 0.1655, relative_absolute_error: 0.9272, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4085, root_relative_squared_error: 1.3618,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9519, f_measure: 0.9133, kappa: 0.9039, kb_relative_information_score: 1819.084, mean_absolute_error: 0.0173, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9156, predictive_accuracy: 0.9135, prior_entropy: 3.3219, recall: 0.9135, relative_absolute_error: 0.0961, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1315, root_relative_squared_error: 0.4384,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9872, f_measure: 0.977, kappa: 0.9744, kb_relative_information_score: 1951.8952, mean_absolute_error: 0.0046, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9773, predictive_accuracy: 0.977, prior_entropy: 3.3219, recall: 0.977, relative_absolute_error: 0.0256, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0678, root_relative_squared_error: 0.2261,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9872, f_measure: 0.977, kappa: 0.9744, kb_relative_information_score: 1951.8952, mean_absolute_error: 0.0046, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9773, predictive_accuracy: 0.977, prior_entropy: 3.3219, recall: 0.977, relative_absolute_error: 0.0256, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0678, root_relative_squared_error: 0.2261,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8878, f_measure: 0.8275, kappa: 0.7756, kb_relative_information_score: 1577.514, mean_absolute_error: 0.0404, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9144, predictive_accuracy: 0.798, prior_entropy: 3.3219, recall: 0.798, relative_absolute_error: 0.2244, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.201, root_relative_squared_error: 0.67,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.525, f_measure: 0.0979, kappa: 0.05, kb_relative_information_score: 211.7547, mean_absolute_error: 0.171, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9105, predictive_accuracy: 0.145, prior_entropy: 3.3219, recall: 0.145, relative_absolute_error: 0.95, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4135, root_relative_squared_error: 1.3784,

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