Task
Supervised Classification on ozone-level-8hr

Supervised Classification on ozone-level-8hr

Task 9978 Supervised Classification ozone-level-8hr 88176 runs submitted
0 likes downloaded by 0 people , 0 total downloads 0 issues
Visibility: Public
  • OpenML-CC18 OpenML100 study_107 study_123 study_14 study_50 study_7 study_73 study_98 study_99
Issue #Downvotes for this reason By


Metric:

88176 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: 0.7693, f_measure: 0.9183, kappa: 0.2317, kb_relative_information_score: -893.5468, mean_absolute_error: 0.0928, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9119, predictive_accuracy: 0.9282, prior_entropy: 0.3411, recall: 0.9282, relative_absolute_error: 0.7822, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2433, root_relative_squared_error: 1.0005,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7695, f_measure: 0.9216, kappa: 0.2879, kb_relative_information_score: -863.61, mean_absolute_error: 0.0913, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.917, predictive_accuracy: 0.9278, prior_entropy: 0.3411, recall: 0.9278, relative_absolute_error: 0.7697, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2418, root_relative_squared_error: 0.9941,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7713, f_measure: 0.9181, kappa: 0.2492, kb_relative_information_score: -935.5502, mean_absolute_error: 0.0938, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9127, predictive_accuracy: 0.9254, prior_entropy: 0.3411, recall: 0.9254, relative_absolute_error: 0.7908, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2426, root_relative_squared_error: 0.9974,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7011, f_measure: 0.9128, kappa: 0.2237, kb_relative_information_score: -828.8161, mean_absolute_error: 0.0933, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9086, predictive_accuracy: 0.9175, prior_entropy: 0.3411, recall: 0.9175, relative_absolute_error: 0.787, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2605, root_relative_squared_error: 1.071,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7691, f_measure: 0.9187, kappa: 0.2558, kb_relative_information_score: -941.2822, mean_absolute_error: 0.0941, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9134, predictive_accuracy: 0.9258, prior_entropy: 0.3411, recall: 0.9258, relative_absolute_error: 0.7936, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2422, root_relative_squared_error: 0.996,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7558, f_measure: 0.916, kappa: 0.1874, kb_relative_information_score: -900.2303, mean_absolute_error: 0.0931, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9084, predictive_accuracy: 0.9294, prior_entropy: 0.3411, recall: 0.9294, relative_absolute_error: 0.7845, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2436, root_relative_squared_error: 1.0017,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7052, f_measure: 0.9159, kappa: 0.2691, kb_relative_information_score: -750.1494, mean_absolute_error: 0.0924, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9137, predictive_accuracy: 0.9183, prior_entropy: 0.3411, recall: 0.9183, relative_absolute_error: 0.7786, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2603, root_relative_squared_error: 1.0704,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6603, f_measure: 0.9121, kappa: 0.2645, kb_relative_information_score: -444.77, mean_absolute_error: 0.091, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.913, predictive_accuracy: 0.9112, prior_entropy: 0.3411, recall: 0.9112, relative_absolute_error: 0.7675, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2841, root_relative_squared_error: 1.1682,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6871, f_measure: 0.9062, kappa: 0.1686, kb_relative_information_score: -890.1751, mean_absolute_error: 0.0973, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9019, predictive_accuracy: 0.9108, prior_entropy: 0.3411, recall: 0.9108, relative_absolute_error: 0.8207, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.272, root_relative_squared_error: 1.1185,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.684, f_measure: 0.9048, kappa: 0.1593, kb_relative_information_score: -947.0205, mean_absolute_error: 0.0986, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9008, predictive_accuracy: 0.9092, prior_entropy: 0.3411, recall: 0.9092, relative_absolute_error: 0.8312, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.271, root_relative_squared_error: 1.114,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6764, f_measure: 0.911, kappa: 0.2267, kb_relative_information_score: -751.9462, mean_absolute_error: 0.0961, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9086, predictive_accuracy: 0.9136, prior_entropy: 0.3411, recall: 0.9136, relative_absolute_error: 0.81, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2781, root_relative_squared_error: 1.1433,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6441, f_measure: 0.91, kappa: 0.2554, kb_relative_information_score: -282.4697, mean_absolute_error: 0.0909, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.912, predictive_accuracy: 0.9081, prior_entropy: 0.3411, recall: 0.9081, relative_absolute_error: 0.7668, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2962, root_relative_squared_error: 1.218,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7329, f_measure: 0.9157, kappa: 0.2373, kb_relative_information_score: -761.2959, mean_absolute_error: 0.091, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9107, predictive_accuracy: 0.9219, prior_entropy: 0.3411, recall: 0.9219, relative_absolute_error: 0.7671, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2523, root_relative_squared_error: 1.0372,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7072, f_measure: 0.915, kappa: 0.2447, kb_relative_information_score: -696.6346, mean_absolute_error: 0.0907, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9111, predictive_accuracy: 0.9195, prior_entropy: 0.3411, recall: 0.9195, relative_absolute_error: 0.7644, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2592, root_relative_squared_error: 1.0657,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7321, f_measure: 0.9171, kappa: 0.255, kb_relative_information_score: -920.5996, mean_absolute_error: 0.0934, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9127, predictive_accuracy: 0.9227, prior_entropy: 0.3411, recall: 0.9227, relative_absolute_error: 0.7873, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2528, root_relative_squared_error: 1.0393,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7176, f_measure: 0.9161, kappa: 0.2498, kb_relative_information_score: -748.3685, mean_absolute_error: 0.0911, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9119, predictive_accuracy: 0.9211, prior_entropy: 0.3411, recall: 0.9211, relative_absolute_error: 0.768, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2577, root_relative_squared_error: 1.0595,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6602, f_measure: 0.9104, kappa: 0.2132, kb_relative_information_score: -699.0757, mean_absolute_error: 0.0948, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9071, predictive_accuracy: 0.914, prior_entropy: 0.3411, recall: 0.914, relative_absolute_error: 0.7992, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2793, root_relative_squared_error: 1.1482,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7415, f_measure: 0.9172, kappa: 0.2413, kb_relative_information_score: -897.1896, mean_absolute_error: 0.0939, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9117, predictive_accuracy: 0.9246, prior_entropy: 0.3411, recall: 0.9246, relative_absolute_error: 0.7921, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2498, root_relative_squared_error: 1.0272,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7305, f_measure: 0.9135, kappa: 0.2513, kb_relative_information_score: -842.9211, mean_absolute_error: 0.0944, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9115, predictive_accuracy: 0.9155, prior_entropy: 0.3411, recall: 0.9155, relative_absolute_error: 0.796, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2595, root_relative_squared_error: 1.0668,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6829, f_measure: 0.9126, kappa: 0.2638, kb_relative_information_score: -593.8125, mean_absolute_error: 0.0927, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9129, predictive_accuracy: 0.9124, prior_entropy: 0.3411, recall: 0.9124, relative_absolute_error: 0.7819, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2755, root_relative_squared_error: 1.1329,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6952, f_measure: 0.9152, kappa: 0.2906, kb_relative_information_score: -510.8409, mean_absolute_error: 0.0906, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9161, predictive_accuracy: 0.9144, prior_entropy: 0.3411, recall: 0.9144, relative_absolute_error: 0.7636, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2748, root_relative_squared_error: 1.1297,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6689, f_measure: 0.9134, kappa: 0.2674, kb_relative_information_score: -511.5714, mean_absolute_error: 0.0906, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9133, predictive_accuracy: 0.9136, prior_entropy: 0.3411, recall: 0.9136, relative_absolute_error: 0.764, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2769, root_relative_squared_error: 1.1387,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7115, f_measure: 0.914, kappa: 0.2537, kb_relative_information_score: -721.5191, mean_absolute_error: 0.0929, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9118, predictive_accuracy: 0.9163, prior_entropy: 0.3411, recall: 0.9163, relative_absolute_error: 0.783, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2629, root_relative_squared_error: 1.081,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7189, f_measure: 0.9123, kappa: 0.2288, kb_relative_information_score: -1038.5886, mean_absolute_error: 0.0979, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.909, predictive_accuracy: 0.9159, prior_entropy: 0.3411, recall: 0.9159, relative_absolute_error: 0.8253, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2582, root_relative_squared_error: 1.0614,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7024, f_measure: 0.9158, kappa: 0.2845, kb_relative_information_score: -519.3805, mean_absolute_error: 0.0901, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9154, predictive_accuracy: 0.9163, prior_entropy: 0.3411, recall: 0.9163, relative_absolute_error: 0.7598, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.269, root_relative_squared_error: 1.106,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7389, f_measure: 0.9176, kappa: 0.2465, kb_relative_information_score: -905.6823, mean_absolute_error: 0.0939, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9122, predictive_accuracy: 0.9246, prior_entropy: 0.3411, recall: 0.9246, relative_absolute_error: 0.7913, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2495, root_relative_squared_error: 1.0257,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7179, f_measure: 0.9145, kappa: 0.2753, kb_relative_information_score: -664.1249, mean_absolute_error: 0.092, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9143, predictive_accuracy: 0.9148, prior_entropy: 0.3411, recall: 0.9148, relative_absolute_error: 0.7754, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2629, root_relative_squared_error: 1.0811,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6585, f_measure: 0.9112, kappa: 0.267, kb_relative_information_score: -413.3206, mean_absolute_error: 0.0918, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9134, predictive_accuracy: 0.9092, prior_entropy: 0.3411, recall: 0.9092, relative_absolute_error: 0.7741, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2893, root_relative_squared_error: 1.1893,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7291, f_measure: 0.9118, kappa: 0.2301, kb_relative_information_score: -977.6838, mean_absolute_error: 0.0968, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9091, predictive_accuracy: 0.9148, prior_entropy: 0.3411, recall: 0.9148, relative_absolute_error: 0.8165, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2585, root_relative_squared_error: 1.0628,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6855, f_measure: 0.9105, kappa: 0.2207, kb_relative_information_score: -766.4135, mean_absolute_error: 0.0951, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9079, predictive_accuracy: 0.9132, prior_entropy: 0.3411, recall: 0.9132, relative_absolute_error: 0.8016, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2717, root_relative_squared_error: 1.1169,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7061, f_measure: 0.9069, kappa: 0.1717, kb_relative_information_score: -921.3436, mean_absolute_error: 0.0979, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9023, predictive_accuracy: 0.912, prior_entropy: 0.3411, recall: 0.912, relative_absolute_error: 0.8256, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2697, root_relative_squared_error: 1.1088,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7377, f_measure: 0.9132, kappa: 0.2432, kb_relative_information_score: -891.3902, mean_absolute_error: 0.0953, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9106, predictive_accuracy: 0.9159, prior_entropy: 0.3411, recall: 0.9159, relative_absolute_error: 0.8035, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2576, root_relative_squared_error: 1.0593,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7575, f_measure: 0.9216, kappa: 0.2912, kb_relative_information_score: -811.2405, mean_absolute_error: 0.0906, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9173, predictive_accuracy: 0.9274, prior_entropy: 0.3411, recall: 0.9274, relative_absolute_error: 0.7638, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2417, root_relative_squared_error: 0.9936,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7383, f_measure: 0.918, kappa: 0.2591, kb_relative_information_score: -813.1585, mean_absolute_error: 0.0912, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9133, predictive_accuracy: 0.9238, prior_entropy: 0.3411, recall: 0.9238, relative_absolute_error: 0.7686, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2475, root_relative_squared_error: 1.0176,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.694, f_measure: 0.9131, kappa: 0.2324, kb_relative_information_score: -816.0821, mean_absolute_error: 0.0953, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9095, predictive_accuracy: 0.9171, prior_entropy: 0.3411, recall: 0.9171, relative_absolute_error: 0.8033, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2686, root_relative_squared_error: 1.1043,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6736, f_measure: 0.906, kappa: 0.1988, kb_relative_information_score: -856.0361, mean_absolute_error: 0.0991, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9052, predictive_accuracy: 0.9069, prior_entropy: 0.3411, recall: 0.9069, relative_absolute_error: 0.8352, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2821, root_relative_squared_error: 1.1601,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.732, f_measure: 0.9157, kappa: 0.2411, kb_relative_information_score: -790.345, mean_absolute_error: 0.0915, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.911, predictive_accuracy: 0.9215, prior_entropy: 0.3411, recall: 0.9215, relative_absolute_error: 0.7711, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2535, root_relative_squared_error: 1.0422,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7208, f_measure: 0.9157, kappa: 0.2411, kb_relative_information_score: -801.3552, mean_absolute_error: 0.092, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.911, predictive_accuracy: 0.9215, prior_entropy: 0.3411, recall: 0.9215, relative_absolute_error: 0.7757, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2536, root_relative_squared_error: 1.0426,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7561, f_measure: 0.9205, kappa: 0.2821, kb_relative_information_score: -866.4808, mean_absolute_error: 0.0918, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9161, predictive_accuracy: 0.9262, prior_entropy: 0.3411, recall: 0.9262, relative_absolute_error: 0.7736, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.243, root_relative_squared_error: 0.9991,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7785, f_measure: 0.9174, kappa: 0.2387, kb_relative_information_score: -1008.8067, mean_absolute_error: 0.0953, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9116, predictive_accuracy: 0.9254, prior_entropy: 0.3411, recall: 0.9254, relative_absolute_error: 0.8034, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2418, root_relative_squared_error: 0.9941,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.716, f_measure: 0.914, kappa: 0.2603, kb_relative_information_score: -685.2648, mean_absolute_error: 0.0926, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9125, predictive_accuracy: 0.9155, prior_entropy: 0.3411, recall: 0.9155, relative_absolute_error: 0.7804, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2634, root_relative_squared_error: 1.0829,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7565, f_measure: 0.9176, kappa: 0.2465, kb_relative_information_score: -882.291, mean_absolute_error: 0.0934, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9122, predictive_accuracy: 0.9246, prior_entropy: 0.3411, recall: 0.9246, relative_absolute_error: 0.7874, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2477, root_relative_squared_error: 1.0186,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7036, f_measure: 0.9159, kappa: 0.2815, kb_relative_information_score: -717.9761, mean_absolute_error: 0.0933, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.915, predictive_accuracy: 0.9167, prior_entropy: 0.3411, recall: 0.9167, relative_absolute_error: 0.787, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2668, root_relative_squared_error: 1.0968,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6909, f_measure: 0.9134, kappa: 0.2409, kb_relative_information_score: -706.1942, mean_absolute_error: 0.0926, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9104, predictive_accuracy: 0.9167, prior_entropy: 0.3411, recall: 0.9167, relative_absolute_error: 0.7804, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2665, root_relative_squared_error: 1.0959,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.738, f_measure: 0.9129, kappa: 0.242, kb_relative_information_score: -863.3649, mean_absolute_error: 0.095, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9105, predictive_accuracy: 0.9155, prior_entropy: 0.3411, recall: 0.9155, relative_absolute_error: 0.801, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2575, root_relative_squared_error: 1.0589,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7572, f_measure: 0.9169, kappa: 0.205, kb_relative_information_score: -884.3667, mean_absolute_error: 0.0921, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9098, predictive_accuracy: 0.929, prior_entropy: 0.3411, recall: 0.929, relative_absolute_error: 0.7763, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.243, root_relative_squared_error: 0.9991,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7122, f_measure: 0.9151, kappa: 0.2347, kb_relative_information_score: -778.5676, mean_absolute_error: 0.0916, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9103, predictive_accuracy: 0.9211, prior_entropy: 0.3411, recall: 0.9211, relative_absolute_error: 0.7725, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2571, root_relative_squared_error: 1.0572,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7081, f_measure: 0.9157, kappa: 0.2373, kb_relative_information_score: -888.5669, mean_absolute_error: 0.0934, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9107, predictive_accuracy: 0.9219, prior_entropy: 0.3411, recall: 0.9219, relative_absolute_error: 0.7876, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2568, root_relative_squared_error: 1.0558,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7813, f_measure: 0.9178, kappa: 0.244, kb_relative_information_score: -971.78, mean_absolute_error: 0.0946, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9121, predictive_accuracy: 0.9254, prior_entropy: 0.3411, recall: 0.9254, relative_absolute_error: 0.7978, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2415, root_relative_squared_error: 0.993,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6534, f_measure: 0.9064, kappa: 0.2211, kb_relative_information_score: -808.282, mean_absolute_error: 0.0994, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9079, predictive_accuracy: 0.9049, prior_entropy: 0.3411, recall: 0.9049, relative_absolute_error: 0.8377, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2891, root_relative_squared_error: 1.1888,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7637, f_measure: 0.919, kappa: 0.2609, kb_relative_information_score: -952.0972, mean_absolute_error: 0.0944, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9139, predictive_accuracy: 0.9258, prior_entropy: 0.3411, recall: 0.9258, relative_absolute_error: 0.7956, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.244, root_relative_squared_error: 1.0031,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6782, f_measure: 0.915, kappa: 0.2778, kb_relative_information_score: -456.7904, mean_absolute_error: 0.0892, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9146, predictive_accuracy: 0.9155, prior_entropy: 0.3411, recall: 0.9155, relative_absolute_error: 0.7517, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2741, root_relative_squared_error: 1.1269,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6925, f_measure: 0.9153, kappa: 0.279, kb_relative_information_score: -623.7645, mean_absolute_error: 0.0927, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9147, predictive_accuracy: 0.9159, prior_entropy: 0.3411, recall: 0.9159, relative_absolute_error: 0.7818, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2743, root_relative_squared_error: 1.1276,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7588, f_measure: 0.9179, kappa: 0.226, kb_relative_information_score: -881.1038, mean_absolute_error: 0.0926, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9114, predictive_accuracy: 0.9282, prior_entropy: 0.3411, recall: 0.9282, relative_absolute_error: 0.7807, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2443, root_relative_squared_error: 1.0044,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7454, f_measure: 0.92, kappa: 0.2792, kb_relative_information_score: -807.1834, mean_absolute_error: 0.0913, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9156, predictive_accuracy: 0.9254, prior_entropy: 0.3411, recall: 0.9254, relative_absolute_error: 0.7696, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2469, root_relative_squared_error: 1.0152,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7175, f_measure: 0.9151, kappa: 0.2309, kb_relative_information_score: -750.1512, mean_absolute_error: 0.0911, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9099, predictive_accuracy: 0.9215, prior_entropy: 0.3411, recall: 0.9215, relative_absolute_error: 0.7677, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2544, root_relative_squared_error: 1.0462,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7545, f_measure: 0.9188, kappa: 0.2702, kb_relative_information_score: -833.5465, mean_absolute_error: 0.0918, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9145, predictive_accuracy: 0.9242, prior_entropy: 0.3411, recall: 0.9242, relative_absolute_error: 0.7737, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.247, root_relative_squared_error: 1.0155,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6623, f_measure: 0.9082, kappa: 0.2181, kb_relative_information_score: -788.006, mean_absolute_error: 0.098, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9075, predictive_accuracy: 0.9088, prior_entropy: 0.3411, recall: 0.9088, relative_absolute_error: 0.8266, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2842, root_relative_squared_error: 1.1684,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7231, f_measure: 0.9126, kappa: 0.2373, kb_relative_information_score: -719.3902, mean_absolute_error: 0.0926, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9099, predictive_accuracy: 0.9155, prior_entropy: 0.3411, recall: 0.9155, relative_absolute_error: 0.7805, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2606, root_relative_squared_error: 1.0716,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6964, f_measure: 0.9156, kappa: 0.2832, kb_relative_information_score: -588.0277, mean_absolute_error: 0.0913, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9152, predictive_accuracy: 0.9159, prior_entropy: 0.3411, recall: 0.9159, relative_absolute_error: 0.7694, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2715, root_relative_squared_error: 1.1162,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.66, f_measure: 0.9084, kappa: 0.2426, kb_relative_information_score: -336.5134, mean_absolute_error: 0.091, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9105, predictive_accuracy: 0.9065, prior_entropy: 0.3411, recall: 0.9065, relative_absolute_error: 0.7669, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2901, root_relative_squared_error: 1.1928,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6717, f_measure: 0.9124, kappa: 0.2626, kb_relative_information_score: -430.5567, mean_absolute_error: 0.0906, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9128, predictive_accuracy: 0.912, prior_entropy: 0.3411, recall: 0.912, relative_absolute_error: 0.7638, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2821, root_relative_squared_error: 1.1598,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7507, f_measure: 0.9211, kappa: 0.285, kb_relative_information_score: -819.8676, mean_absolute_error: 0.0911, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9166, predictive_accuracy: 0.927, prior_entropy: 0.3411, recall: 0.927, relative_absolute_error: 0.7685, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.246, root_relative_squared_error: 1.0114,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6641, f_measure: 0.9126, kappa: 0.2728, kb_relative_information_score: -264.6338, mean_absolute_error: 0.0887, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.914, predictive_accuracy: 0.9112, prior_entropy: 0.3411, recall: 0.9112, relative_absolute_error: 0.7477, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2865, root_relative_squared_error: 1.1781,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6731, f_measure: 0.911, kappa: 0.2568, kb_relative_information_score: -379.0034, mean_absolute_error: 0.0894, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9121, predictive_accuracy: 0.91, prior_entropy: 0.3411, recall: 0.91, relative_absolute_error: 0.754, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2811, root_relative_squared_error: 1.1556,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7512, f_measure: 0.9213, kappa: 0.2795, kb_relative_information_score: -797.0903, mean_absolute_error: 0.0904, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9163, predictive_accuracy: 0.9282, prior_entropy: 0.3411, recall: 0.9282, relative_absolute_error: 0.7619, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2424, root_relative_squared_error: 0.9967,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.728, f_measure: 0.9192, kappa: 0.2784, kb_relative_information_score: -841.058, mean_absolute_error: 0.0918, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9153, predictive_accuracy: 0.9238, prior_entropy: 0.3411, recall: 0.9238, relative_absolute_error: 0.774, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2493, root_relative_squared_error: 1.0249,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6676, f_measure: 0.9119, kappa: 0.254, kb_relative_information_score: -467.4896, mean_absolute_error: 0.0914, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9117, predictive_accuracy: 0.912, prior_entropy: 0.3411, recall: 0.912, relative_absolute_error: 0.7708, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2823, root_relative_squared_error: 1.1608,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7904, f_measure: 0.9178, kappa: 0.244, kb_relative_information_score: -919.8376, mean_absolute_error: 0.0938, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9121, predictive_accuracy: 0.9254, prior_entropy: 0.3411, recall: 0.9254, relative_absolute_error: 0.7905, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2401, root_relative_squared_error: 0.987,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7594, f_measure: 0.9167, kappa: 0.1952, kb_relative_information_score: -871.4329, mean_absolute_error: 0.0922, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9094, predictive_accuracy: 0.9298, prior_entropy: 0.3411, recall: 0.9298, relative_absolute_error: 0.7776, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2413, root_relative_squared_error: 0.9921,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7177, f_measure: 0.9156, kappa: 0.2678, kb_relative_information_score: -724.6852, mean_absolute_error: 0.0919, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9135, predictive_accuracy: 0.9179, prior_entropy: 0.3411, recall: 0.9179, relative_absolute_error: 0.7746, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.259, root_relative_squared_error: 1.0648,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6917, f_measure: 0.9155, kappa: 0.2862, kb_relative_information_score: -542.0877, mean_absolute_error: 0.0907, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9155, predictive_accuracy: 0.9155, prior_entropy: 0.3411, recall: 0.9155, relative_absolute_error: 0.7651, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2728, root_relative_squared_error: 1.1218,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7494, f_measure: 0.9202, kappa: 0.2737, kb_relative_information_score: -843.9514, mean_absolute_error: 0.0916, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9154, predictive_accuracy: 0.9266, prior_entropy: 0.3411, recall: 0.9266, relative_absolute_error: 0.7724, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2458, root_relative_squared_error: 1.0105,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7211, f_measure: 0.918, kappa: 0.2591, kb_relative_information_score: -833.1287, mean_absolute_error: 0.0919, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9133, predictive_accuracy: 0.9238, prior_entropy: 0.3411, recall: 0.9238, relative_absolute_error: 0.7748, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2495, root_relative_squared_error: 1.0258,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7249, f_measure: 0.913, kappa: 0.2249, kb_relative_information_score: -917.1236, mean_absolute_error: 0.095, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9088, predictive_accuracy: 0.9179, prior_entropy: 0.3411, recall: 0.9179, relative_absolute_error: 0.8007, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2571, root_relative_squared_error: 1.0571,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7617, f_measure: 0.9219, kappa: 0.2927, kb_relative_information_score: -863.1713, mean_absolute_error: 0.0915, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9175, predictive_accuracy: 0.9278, prior_entropy: 0.3411, recall: 0.9278, relative_absolute_error: 0.7713, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2413, root_relative_squared_error: 0.9922,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7516, f_measure: 0.9167, kappa: 0.1952, kb_relative_information_score: -890.6766, mean_absolute_error: 0.0929, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9094, predictive_accuracy: 0.9298, prior_entropy: 0.3411, recall: 0.9298, relative_absolute_error: 0.7831, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.243, root_relative_squared_error: 0.9992,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7555, f_measure: 0.9177, kappa: 0.2289, kb_relative_information_score: -903.6374, mean_absolute_error: 0.0931, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9113, predictive_accuracy: 0.9274, prior_entropy: 0.3411, recall: 0.9274, relative_absolute_error: 0.7851, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2447, root_relative_squared_error: 1.0061,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7094, f_measure: 0.9156, kappa: 0.2508, kb_relative_information_score: -677.3169, mean_absolute_error: 0.0913, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9118, predictive_accuracy: 0.9199, prior_entropy: 0.3411, recall: 0.9199, relative_absolute_error: 0.7697, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2619, root_relative_squared_error: 1.0767,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7719, f_measure: 0.9192, kappa: 0.2586, kb_relative_information_score: -906.7977, mean_absolute_error: 0.0932, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9139, predictive_accuracy: 0.9266, prior_entropy: 0.3411, recall: 0.9266, relative_absolute_error: 0.786, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2413, root_relative_squared_error: 0.9922,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6755, f_measure: 0.9116, kappa: 0.2326, kb_relative_information_score: -816.1261, mean_absolute_error: 0.0973, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9093, predictive_accuracy: 0.914, prior_entropy: 0.3411, recall: 0.914, relative_absolute_error: 0.8203, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2805, root_relative_squared_error: 1.1531,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7237, f_measure: 0.9124, kappa: 0.2396, kb_relative_information_score: -860.0154, mean_absolute_error: 0.095, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9102, predictive_accuracy: 0.9148, prior_entropy: 0.3411, recall: 0.9148, relative_absolute_error: 0.8006, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.261, root_relative_squared_error: 1.0731,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6343, f_measure: 0.9032, kappa: 0.1879, kb_relative_information_score: -786.9478, mean_absolute_error: 0.1027, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9039, predictive_accuracy: 0.9025, prior_entropy: 0.3411, recall: 0.9025, relative_absolute_error: 0.8657, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.303, root_relative_squared_error: 1.2458,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7618, f_measure: 0.9167, kappa: 0.1952, kb_relative_information_score: -852.7533, mean_absolute_error: 0.0921, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9094, predictive_accuracy: 0.9298, prior_entropy: 0.3411, recall: 0.9298, relative_absolute_error: 0.7764, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2416, root_relative_squared_error: 0.9932,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7434, f_measure: 0.9191, kappa: 0.2751, kb_relative_information_score: -830.8177, mean_absolute_error: 0.0916, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.915, predictive_accuracy: 0.9242, prior_entropy: 0.3411, recall: 0.9242, relative_absolute_error: 0.772, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.247, root_relative_squared_error: 1.0157,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7352, f_measure: 0.9185, kappa: 0.2654, kb_relative_information_score: -770.9061, mean_absolute_error: 0.0905, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.914, predictive_accuracy: 0.9242, prior_entropy: 0.3411, recall: 0.9242, relative_absolute_error: 0.7631, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2478, root_relative_squared_error: 1.0188,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6584, f_measure: 0.9053, kappa: 0.2203, kb_relative_information_score: -627.6725, mean_absolute_error: 0.0967, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9078, predictive_accuracy: 0.9029, prior_entropy: 0.3411, recall: 0.9029, relative_absolute_error: 0.8152, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2898, root_relative_squared_error: 1.1916,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6631, f_measure: 0.9103, kappa: 0.2406, kb_relative_information_score: -585.4827, mean_absolute_error: 0.0933, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9102, predictive_accuracy: 0.9104, prior_entropy: 0.3411, recall: 0.9104, relative_absolute_error: 0.7864, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2813, root_relative_squared_error: 1.1567,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7519, f_measure: 0.9187, kappa: 0.2558, kb_relative_information_score: -870.888, mean_absolute_error: 0.0929, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9134, predictive_accuracy: 0.9258, prior_entropy: 0.3411, recall: 0.9258, relative_absolute_error: 0.7833, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2473, root_relative_squared_error: 1.0167,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7124, f_measure: 0.914, kappa: 0.2433, kb_relative_information_score: -827.4974, mean_absolute_error: 0.0944, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9108, predictive_accuracy: 0.9175, prior_entropy: 0.3411, recall: 0.9175, relative_absolute_error: 0.7958, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2643, root_relative_squared_error: 1.0869,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.751, f_measure: 0.9194, kappa: 0.273, kb_relative_information_score: -995.9491, mean_absolute_error: 0.0953, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9149, predictive_accuracy: 0.925, prior_entropy: 0.3411, recall: 0.925, relative_absolute_error: 0.8039, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2453, root_relative_squared_error: 1.0086,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7117, f_measure: 0.9162, kappa: 0.2399, kb_relative_information_score: -831.3815, mean_absolute_error: 0.0926, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9111, predictive_accuracy: 0.9227, prior_entropy: 0.3411, recall: 0.9227, relative_absolute_error: 0.7807, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2559, root_relative_squared_error: 1.052,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7254, f_measure: 0.9134, kappa: 0.2409, kb_relative_information_score: -935.481, mean_absolute_error: 0.0956, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9104, predictive_accuracy: 0.9167, prior_entropy: 0.3411, recall: 0.9167, relative_absolute_error: 0.8064, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.258, root_relative_squared_error: 1.0609,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7622, f_measure: 0.9154, kappa: 0.197, kb_relative_information_score: -907.0018, mean_absolute_error: 0.0929, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.908, predictive_accuracy: 0.9266, prior_entropy: 0.3411, recall: 0.9266, relative_absolute_error: 0.7832, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2437, root_relative_squared_error: 1.0021,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.73, f_measure: 0.9129, kappa: 0.242, kb_relative_information_score: -842.833, mean_absolute_error: 0.0945, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9105, predictive_accuracy: 0.9155, prior_entropy: 0.3411, recall: 0.9155, relative_absolute_error: 0.7964, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.26, root_relative_squared_error: 1.0689,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7398, f_measure: 0.9189, kappa: 0.2737, kb_relative_information_score: -802.0724, mean_absolute_error: 0.0913, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9148, predictive_accuracy: 0.9238, prior_entropy: 0.3411, recall: 0.9238, relative_absolute_error: 0.7701, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2481, root_relative_squared_error: 1.02,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6518, f_measure: 0.9152, kappa: 0.2906, kb_relative_information_score: -206.1786, mean_absolute_error: 0.0875, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9161, predictive_accuracy: 0.9144, prior_entropy: 0.3411, recall: 0.9144, relative_absolute_error: 0.7376, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2893, root_relative_squared_error: 1.1894,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7196, f_measure: 0.9183, kappa: 0.2776, kb_relative_information_score: -721.9332, mean_absolute_error: 0.0901, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.915, predictive_accuracy: 0.9223, prior_entropy: 0.3411, recall: 0.9223, relative_absolute_error: 0.7597, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2557, root_relative_squared_error: 1.0512,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7536, f_measure: 0.9185, kappa: 0.2581, kb_relative_information_score: -866.9663, mean_absolute_error: 0.093, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9134, predictive_accuracy: 0.925, prior_entropy: 0.3411, recall: 0.925, relative_absolute_error: 0.7838, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2443, root_relative_squared_error: 1.0046,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7266, f_measure: 0.915, kappa: 0.2518, kb_relative_information_score: -906.3587, mean_absolute_error: 0.0949, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9118, predictive_accuracy: 0.9187, prior_entropy: 0.3411, recall: 0.9187, relative_absolute_error: 0.8001, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2566, root_relative_squared_error: 1.055,

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