OpenML
Supervised Classification on car

Supervised Classification on car

Task 21 Supervised Classification car 12568 runs submitted
1 likes downloaded by 1 people , 1 total downloads 0 issues
Visibility: Public
  • at2 basic OpenML100 study_1 study_107 study_123 study_14 study_41 study_50 study_7 study_70 study_73 under100k under1m
Issue #Downvotes for this reason By


Metric:

12568 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: 0.6827, kappa: -0.012, kb_relative_information_score: 76.4047, mean_absolute_error: 0.2139, mean_prior_absolute_error: 0.229, number_of_instances: 1728, predictive_accuracy: 0.6933, prior_entropy: 1.2099, recall: 0.6933, relative_absolute_error: 0.934, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.3305, root_relative_squared_error: 0.9775,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1694.5225, mean_absolute_error: 0.006, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 1, predictive_accuracy: 1, prior_entropy: 1.2099, recall: 1, relative_absolute_error: 0.026, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.0293, root_relative_squared_error: 0.0867,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9916, f_measure: 0.9381, kappa: 0.8646, kb_relative_information_score: 1483.3476, mean_absolute_error: 0.0386, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9414, predictive_accuracy: 0.9363, prior_entropy: 1.2099, recall: 0.9363, relative_absolute_error: 0.1684, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1455, root_relative_squared_error: 0.4304,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9935, f_measure: 0.956, kappa: 0.9039, kb_relative_information_score: 1549.216, mean_absolute_error: 0.0275, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9571, predictive_accuracy: 0.9554, prior_entropy: 1.2099, recall: 0.9554, relative_absolute_error: 0.12, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1256, root_relative_squared_error: 0.3714,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9891, f_measure: 0.9346, kappa: 0.8578, kb_relative_information_score: 1421.8741, mean_absolute_error: 0.0511, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9349, predictive_accuracy: 0.9346, prior_entropy: 1.2099, recall: 0.9346, relative_absolute_error: 0.2231, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1527, root_relative_squared_error: 0.4515,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9944, f_measure: 0.9559, kappa: 0.9039, kb_relative_information_score: 1566.4656, mean_absolute_error: 0.0247, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9567, predictive_accuracy: 0.9554, prior_entropy: 1.2099, recall: 0.9554, relative_absolute_error: 0.108, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1187, root_relative_squared_error: 0.3512,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9868, f_measure: 0.9218, kappa: 0.8296, kb_relative_information_score: 1400.6869, mean_absolute_error: 0.0527, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9243, predictive_accuracy: 0.9207, prior_entropy: 1.2099, recall: 0.9207, relative_absolute_error: 0.23, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1653, root_relative_squared_error: 0.4888,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9891, f_measure: 0.9407, kappa: 0.8706, kb_relative_information_score: 1495.1799, mean_absolute_error: 0.0367, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9411, predictive_accuracy: 0.9404, prior_entropy: 1.2099, recall: 0.9404, relative_absolute_error: 0.1605, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1436, root_relative_squared_error: 0.4247,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9797, f_measure: 0.9028, kappa: 0.7933, kb_relative_information_score: 1282.1821, mean_absolute_error: 0.0723, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9119, predictive_accuracy: 0.8999, prior_entropy: 1.2099, recall: 0.8999, relative_absolute_error: 0.3157, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1931, root_relative_squared_error: 0.5711,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9937, f_measure: 0.9543, kappa: 0.9002, kb_relative_information_score: 1541.8184, mean_absolute_error: 0.029, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9555, predictive_accuracy: 0.9537, prior_entropy: 1.2099, recall: 0.9537, relative_absolute_error: 0.1266, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1271, root_relative_squared_error: 0.3759,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9224, f_measure: 0.7753, kappa: 0.5407, kb_relative_information_score: 615.5598, mean_absolute_error: 0.1701, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.8338, predictive_accuracy: 0.7535, prior_entropy: 1.2099, recall: 0.7535, relative_absolute_error: 0.7428, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.2943, root_relative_squared_error: 0.8704,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9835, f_measure: 0.8923, kappa: 0.7637, kb_relative_information_score: 1342.5806, mean_absolute_error: 0.0618, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.8911, predictive_accuracy: 0.8947, prior_entropy: 1.2099, recall: 0.8947, relative_absolute_error: 0.2698, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1713, root_relative_squared_error: 0.5067,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9886, kappa: 0.9749, kb_relative_information_score: 1651.2532, mean_absolute_error: 0.0129, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9888, predictive_accuracy: 0.9884, prior_entropy: 1.2099, recall: 0.9884, relative_absolute_error: 0.0565, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.0688, root_relative_squared_error: 0.2033,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9751, f_measure: 0.8814, kappa: 0.7463, kb_relative_information_score: 1230.1178, mean_absolute_error: 0.0809, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.8956, predictive_accuracy: 0.8773, prior_entropy: 1.2099, recall: 0.8773, relative_absolute_error: 0.3535, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.204, root_relative_squared_error: 0.6032,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9936, kappa: 0.9861, kb_relative_information_score: 1636.9003, mean_absolute_error: 0.0171, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9937, predictive_accuracy: 0.9936, prior_entropy: 1.2099, recall: 0.9936, relative_absolute_error: 0.0746, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.0634, root_relative_squared_error: 0.1876,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9929, f_measure: 0.9555, kappa: 0.9028, kb_relative_information_score: 1563.7291, mean_absolute_error: 0.0245, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9565, predictive_accuracy: 0.9549, prior_entropy: 1.2099, recall: 0.9549, relative_absolute_error: 0.1069, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1231, root_relative_squared_error: 0.3641,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9938, f_measure: 0.9559, kappa: 0.9039, kb_relative_information_score: 1563.7972, mean_absolute_error: 0.0252, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9567, predictive_accuracy: 0.9554, prior_entropy: 1.2099, recall: 0.9554, relative_absolute_error: 0.11, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1201, root_relative_squared_error: 0.3553,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9873, f_measure: 0.914, kappa: 0.8143, kb_relative_information_score: 1403.1487, mean_absolute_error: 0.052, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9156, predictive_accuracy: 0.9138, prior_entropy: 1.2099, recall: 0.9138, relative_absolute_error: 0.2272, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1655, root_relative_squared_error: 0.4896,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8389, f_measure: 0.6827, kappa: 0.2908, kb_relative_information_score: 464.4257, mean_absolute_error: 0.1743, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.6652, predictive_accuracy: 0.7095, prior_entropy: 1.2099, recall: 0.7095, relative_absolute_error: 0.7612, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.3023, root_relative_squared_error: 0.8941,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9962, f_measure: 0.9508, kappa: 0.8934, kb_relative_information_score: 1483.2176, mean_absolute_error: 0.0405, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9546, predictive_accuracy: 0.9497, prior_entropy: 1.2099, recall: 0.9497, relative_absolute_error: 0.177, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1384, root_relative_squared_error: 0.4094,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9977, f_measure: 0.9626, kappa: 0.9184, kb_relative_information_score: 1513.7027, mean_absolute_error: 0.0367, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9654, predictive_accuracy: 0.9618, prior_entropy: 1.2099, recall: 0.9618, relative_absolute_error: 0.1602, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1245, root_relative_squared_error: 0.3683,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9891, f_measure: 0.9247, kappa: 0.8358, kb_relative_information_score: 1454.3575, mean_absolute_error: 0.0432, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9255, predictive_accuracy: 0.9242, prior_entropy: 1.2099, recall: 0.9242, relative_absolute_error: 0.1887, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.154, root_relative_squared_error: 0.4555,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.996, kappa: 0.9912, kb_relative_information_score: 1697.9739, mean_absolute_error: 0.0039, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.996, predictive_accuracy: 0.9959, prior_entropy: 1.2099, recall: 0.9959, relative_absolute_error: 0.017, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.0414, root_relative_squared_error: 0.1226, scimark_benchmark: 1571.6208, usercpu_time_millis: 13790, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 13770,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1696.5282, mean_absolute_error: 0.0054, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 1, predictive_accuracy: 1, prior_entropy: 1.2099, recall: 1, relative_absolute_error: 0.0235, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.0299, root_relative_squared_error: 0.0885,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9934, f_measure: 0.9548, kappa: 0.9013, kb_relative_information_score: 1546.2654, mean_absolute_error: 0.028, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9558, predictive_accuracy: 0.9543, prior_entropy: 1.2099, recall: 0.9543, relative_absolute_error: 0.1221, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1266, root_relative_squared_error: 0.3744,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8308, f_measure: 0.6843, kappa: 0.2837, kb_relative_information_score: 408.2667, mean_absolute_error: 0.183, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.6786, predictive_accuracy: 0.7182, prior_entropy: 1.2099, recall: 0.7182, relative_absolute_error: 0.7994, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.3027, root_relative_squared_error: 0.8953,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.985, f_measure: 0.9138, kappa: 0.8114, kb_relative_information_score: 1385.3994, mean_absolute_error: 0.056, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9165, predictive_accuracy: 0.912, prior_entropy: 1.2099, recall: 0.912, relative_absolute_error: 0.2444, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1705, root_relative_squared_error: 0.5043,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9903, f_measure: 0.941, kappa: 0.8714, kb_relative_information_score: 1481.1473, mean_absolute_error: 0.0393, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9436, predictive_accuracy: 0.9398, prior_entropy: 1.2099, recall: 0.9398, relative_absolute_error: 0.1717, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1466, root_relative_squared_error: 0.4337,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9837, f_measure: 0.9002, kappa: 0.7822, kb_relative_information_score: 1331.8534, mean_absolute_error: 0.0634, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9008, predictive_accuracy: 0.8999, prior_entropy: 1.2099, recall: 0.8999, relative_absolute_error: 0.2771, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1758, root_relative_squared_error: 0.52,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9927, f_measure: 0.9477, kappa: 0.8856, kb_relative_information_score: 1430.2641, mean_absolute_error: 0.0491, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9484, predictive_accuracy: 0.9473, prior_entropy: 1.2099, recall: 0.9473, relative_absolute_error: 0.2143, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.148, root_relative_squared_error: 0.4376,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6311, kappa: -0.0121, kb_relative_information_score: 39.53, mean_absolute_error: 0.2188, mean_prior_absolute_error: 0.229, number_of_instances: 1728, predictive_accuracy: 0.6921, prior_entropy: 1.2099, recall: 0.6921, relative_absolute_error: 0.9554, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.3349, root_relative_squared_error: 0.9906,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9765, f_measure: 0.8961, kappa: 0.7785, kb_relative_information_score: 1269.6192, mean_absolute_error: 0.0732, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9072, predictive_accuracy: 0.8918, prior_entropy: 1.2099, recall: 0.8918, relative_absolute_error: 0.3198, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.2002, root_relative_squared_error: 0.5922,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9846, f_measure: 0.9101, kappa: 0.8039, kb_relative_information_score: 1366.2259, mean_absolute_error: 0.0589, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9124, predictive_accuracy: 0.9086, prior_entropy: 1.2099, recall: 0.9086, relative_absolute_error: 0.2571, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.175, root_relative_squared_error: 0.5176,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9512, f_measure: 0.8337, kappa: 0.6546, kb_relative_information_score: 969.6928, mean_absolute_error: 0.1148, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.8371, predictive_accuracy: 0.8368, prior_entropy: 1.2099, recall: 0.8368, relative_absolute_error: 0.5011, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.241, root_relative_squared_error: 0.7127,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.948, f_measure: 0.9149, kappa: 0.8292, kb_relative_information_score: 1309.1172, mean_absolute_error: 0.0396, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9305, predictive_accuracy: 0.9207, prior_entropy: 1.2099, recall: 0.9207, relative_absolute_error: 0.1731, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1991, root_relative_squared_error: 0.5889,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.989, f_measure: 0.9274, kappa: 0.8424, kb_relative_information_score: 1436.1693, mean_absolute_error: 0.047, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9294, predictive_accuracy: 0.9265, prior_entropy: 1.2099, recall: 0.9265, relative_absolute_error: 0.2052, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1577, root_relative_squared_error: 0.4665,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9929, f_measure: 0.95, kappa: 0.891, kb_relative_information_score: 1569.5005, mean_absolute_error: 0.0231, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9499, predictive_accuracy: 0.9502, prior_entropy: 1.2099, recall: 0.9502, relative_absolute_error: 0.1007, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1218, root_relative_squared_error: 0.3604,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9869, f_measure: 0.9134, kappa: 0.8138, kb_relative_information_score: 1400.2254, mean_absolute_error: 0.0525, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9161, predictive_accuracy: 0.9132, prior_entropy: 1.2099, recall: 0.9132, relative_absolute_error: 0.2295, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1665, root_relative_squared_error: 0.4924,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.985, f_measure: 0.9138, kappa: 0.8114, kb_relative_information_score: 1385.3994, mean_absolute_error: 0.056, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9165, predictive_accuracy: 0.912, prior_entropy: 1.2099, recall: 0.912, relative_absolute_error: 0.2444, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1705, root_relative_squared_error: 0.5043,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.993, f_measure: 0.9604, kappa: 0.9134, kb_relative_information_score: 1582.9764, mean_absolute_error: 0.0213, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9609, predictive_accuracy: 0.9601, prior_entropy: 1.2099, recall: 0.9601, relative_absolute_error: 0.0932, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1168, root_relative_squared_error: 0.3454,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9782, f_measure: 0.8994, kappa: 0.7878, kb_relative_information_score: 1255.6308, mean_absolute_error: 0.0769, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9095, predictive_accuracy: 0.8976, prior_entropy: 1.2099, recall: 0.8976, relative_absolute_error: 0.3359, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1979, root_relative_squared_error: 0.5854,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9797, f_measure: 0.9009, kappa: 0.7881, kb_relative_information_score: 1295.0337, mean_absolute_error: 0.0705, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9089, predictive_accuracy: 0.8976, prior_entropy: 1.2099, recall: 0.8976, relative_absolute_error: 0.3079, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1922, root_relative_squared_error: 0.5683,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9234, f_measure: 0.7672, kappa: 0.5271, kb_relative_information_score: 635.0591, mean_absolute_error: 0.1691, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.8283, predictive_accuracy: 0.7465, prior_entropy: 1.2099, recall: 0.7465, relative_absolute_error: 0.7385, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.2964, root_relative_squared_error: 0.8766,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9988, f_measure: 0.9697, kappa: 0.9337, kb_relative_information_score: 1589.7513, mean_absolute_error: 0.0218, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9706, predictive_accuracy: 0.9693, prior_entropy: 1.2099, recall: 0.9693, relative_absolute_error: 0.0953, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1005, root_relative_squared_error: 0.2974,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9943, f_measure: 0.9559, kappa: 0.9039, kb_relative_information_score: 1566.0836, mean_absolute_error: 0.0247, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9567, predictive_accuracy: 0.9554, prior_entropy: 1.2099, recall: 0.9554, relative_absolute_error: 0.108, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1191, root_relative_squared_error: 0.3522,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9918, f_measure: 0.9364, kappa: 0.8602, kb_relative_information_score: 1482.3355, mean_absolute_error: 0.0386, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9392, predictive_accuracy: 0.9346, prior_entropy: 1.2099, recall: 0.9346, relative_absolute_error: 0.1684, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1458, root_relative_squared_error: 0.4313,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9902, f_measure: 0.9398, kappa: 0.8688, kb_relative_information_score: 1479.3761, mean_absolute_error: 0.0396, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9423, predictive_accuracy: 0.9387, prior_entropy: 1.2099, recall: 0.9387, relative_absolute_error: 0.1728, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1473, root_relative_squared_error: 0.4355,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9916, f_measure: 0.9479, kappa: 0.8862, kb_relative_information_score: 1537.6803, mean_absolute_error: 0.0295, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9486, predictive_accuracy: 0.9473, prior_entropy: 1.2099, recall: 0.9473, relative_absolute_error: 0.1289, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.132, root_relative_squared_error: 0.3904,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9969, f_measure: 0.9387, kappa: 0.8731, kb_relative_information_score: 1213.6381, mean_absolute_error: 0.0891, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9432, predictive_accuracy: 0.9421, prior_entropy: 1.2099, recall: 0.9421, relative_absolute_error: 0.389, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1797, root_relative_squared_error: 0.5314,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9923, f_measure: 0.9053, kappa: 0.8012, kb_relative_information_score: 1127.0336, mean_absolute_error: 0.0992, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9097, predictive_accuracy: 0.9109, prior_entropy: 1.2099, recall: 0.9109, relative_absolute_error: 0.4333, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.2015, root_relative_squared_error: 0.5959,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9969, f_measure: 0.9387, kappa: 0.8731, kb_relative_information_score: 1213.6381, mean_absolute_error: 0.0891, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9432, predictive_accuracy: 0.9421, prior_entropy: 1.2099, recall: 0.9421, relative_absolute_error: 0.389, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1797, root_relative_squared_error: 0.5314,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9903, f_measure: 0.941, kappa: 0.8714, kb_relative_information_score: 1481.1473, mean_absolute_error: 0.0393, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9436, predictive_accuracy: 0.9398, prior_entropy: 1.2099, recall: 0.9398, relative_absolute_error: 0.1717, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1466, root_relative_squared_error: 0.4337,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9868, f_measure: 0.9218, kappa: 0.8296, kb_relative_information_score: 1400.6869, mean_absolute_error: 0.0527, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9243, predictive_accuracy: 0.9207, prior_entropy: 1.2099, recall: 0.9207, relative_absolute_error: 0.23, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1653, root_relative_squared_error: 0.4888,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.985, f_measure: 0.9138, kappa: 0.8114, kb_relative_information_score: 1385.3994, mean_absolute_error: 0.056, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9165, predictive_accuracy: 0.912, prior_entropy: 1.2099, recall: 0.912, relative_absolute_error: 0.2444, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1705, root_relative_squared_error: 0.5043,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9826, f_measure: 0.9057, kappa: 0.7961, kb_relative_information_score: 1318.7025, mean_absolute_error: 0.0663, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.908, predictive_accuracy: 0.9051, prior_entropy: 1.2099, recall: 0.9051, relative_absolute_error: 0.2897, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1802, root_relative_squared_error: 0.5329,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9853, f_measure: 0.9112, kappa: 0.8083, kb_relative_information_score: 1381.0451, mean_absolute_error: 0.055, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9133, predictive_accuracy: 0.9109, prior_entropy: 1.2099, recall: 0.9109, relative_absolute_error: 0.24, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1711, root_relative_squared_error: 0.5062,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9919, kappa: 0.9823, kb_relative_information_score: 1646.9257, mean_absolute_error: 0.0151, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9919, predictive_accuracy: 0.9919, prior_entropy: 1.2099, recall: 0.9919, relative_absolute_error: 0.0659, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.0587, root_relative_squared_error: 0.1737,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9235, f_measure: 0.7601, kappa: 0.5075, kb_relative_information_score: 593.3369, mean_absolute_error: 0.1725, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.8295, predictive_accuracy: 0.7292, prior_entropy: 1.2099, recall: 0.7292, relative_absolute_error: 0.7535, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.3043, root_relative_squared_error: 0.8999,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9881, f_measure: 0.9241, kappa: 0.834, kb_relative_information_score: 1423.2866, mean_absolute_error: 0.0488, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9257, predictive_accuracy: 0.923, prior_entropy: 1.2099, recall: 0.923, relative_absolute_error: 0.2132, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1602, root_relative_squared_error: 0.4739,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8683, kappa: 0.1972, kb_relative_information_score: 413.8542, mean_absolute_error: 0.2053, mean_prior_absolute_error: 0.229, number_of_instances: 1728, predictive_accuracy: 0.7205, prior_entropy: 1.2099, recall: 0.7205, relative_absolute_error: 0.8967, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.3004, root_relative_squared_error: 0.8885,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.992, f_measure: 0.949, kappa: 0.8887, kb_relative_information_score: 1541.2964, mean_absolute_error: 0.029, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9498, predictive_accuracy: 0.9485, prior_entropy: 1.2099, recall: 0.9485, relative_absolute_error: 0.1268, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1302, root_relative_squared_error: 0.385,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9928, f_measure: 0.9403, kappa: 0.8684, kb_relative_information_score: 1494.6153, mean_absolute_error: 0.0364, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9426, predictive_accuracy: 0.9387, prior_entropy: 1.2099, recall: 0.9387, relative_absolute_error: 0.1592, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1416, root_relative_squared_error: 0.4188,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9936, f_measure: 0.956, kappa: 0.9039, kb_relative_information_score: 1560.8788, mean_absolute_error: 0.0253, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.957, predictive_accuracy: 0.9554, prior_entropy: 1.2099, recall: 0.9554, relative_absolute_error: 0.1104, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.122, root_relative_squared_error: 0.3609,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9896, f_measure: 0.9743, kappa: 0.9436, kb_relative_information_score: 1612.5783, mean_absolute_error: 0.0159, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.975, predictive_accuracy: 0.974, prior_entropy: 1.2099, recall: 0.974, relative_absolute_error: 0.0694, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1082, root_relative_squared_error: 0.3199,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 1, kappa: 1, kb_relative_information_score: 43.5453, mean_absolute_error: 0.2501, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 1, predictive_accuracy: 1, prior_entropy: 1.2099, recall: 1, relative_absolute_error: 1.0922, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.3118, root_relative_squared_error: 0.9221, scimark_benchmark: 1370.7889, usercpu_time_millis: 960, usercpu_time_millis_testing: 410, usercpu_time_millis_training: 550,
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Illegal combination of evaluation measure attributes (repeat, fold, sample): Measure(s): predictive_accuracy(0, 0, 0), usercpu_time_millis_testing(0, 0, 0), usercpu_time_millis(0, 0, 0), root_mean_squared_error(0, 0, 0), root_relative_squared_error(0, 0, 0), kappa(0, 0, 0), usercpu_time_millis_training(0, 0, 0), predictive_accuracy(0, 1, 0), usercpu_time_millis_testing(0, 1, 0), usercpu_time_millis(0, 1, 0), root_mean_squared_error(0, 1, 0), root_relative_squared_error(0, 1, 0), kappa(0, 1, 0), usercpu_time_millis_training(0, 1, 0), predictive_accuracy(0, 2, 0), usercpu_time_millis_testing(0, 2, 0), usercpu_time_millis(0, 2, 0), root_mean_squared_error(0, 2, 0), root_relative_squared_error(0, 2, 0), kappa(0, 2, 0), usercpu_time_millis_training(0, 2, 0), predictive_accuracy(0, 3, 0), usercpu_time_millis_testing(0, 3, 0), usercpu_time_millis(0, 3, 0), root_mean_squared_error(0, 3, 0), root_relative_squared_error(0, 3, 0), kappa(0, 3, 0), usercpu_time_millis_training(... (message cut-off due to excessive length)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9917, f_measure: 0.9496, kappa: 0.89, kb_relative_information_score: 1566.7762, mean_absolute_error: 0.0233, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9496, predictive_accuracy: 0.9497, prior_entropy: 1.2099, recall: 0.9497, relative_absolute_error: 0.1016, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1243, root_relative_squared_error: 0.3676,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9858, f_measure: 0.9125, kappa: 0.8089, kb_relative_information_score: 1384.7076, mean_absolute_error: 0.0561, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9149, predictive_accuracy: 0.9109, prior_entropy: 1.2099, recall: 0.9109, relative_absolute_error: 0.245, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1702, root_relative_squared_error: 0.5035,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9936, f_measure: 0.9565, kappa: 0.905, kb_relative_information_score: 1547.5071, mean_absolute_error: 0.0281, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9575, predictive_accuracy: 0.956, prior_entropy: 1.2099, recall: 0.956, relative_absolute_error: 0.1227, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1253, root_relative_squared_error: 0.3706,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9937, f_measure: 0.9602, kappa: 0.9134, kb_relative_information_score: 1589.7214, mean_absolute_error: 0.0206, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9606, predictive_accuracy: 0.9601, prior_entropy: 1.2099, recall: 0.9601, relative_absolute_error: 0.09, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1127, root_relative_squared_error: 0.3334,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9876, f_measure: 0.929, kappa: 0.8451, kb_relative_information_score: 1391.6068, mean_absolute_error: 0.0549, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9289, predictive_accuracy: 0.9294, prior_entropy: 1.2099, recall: 0.9294, relative_absolute_error: 0.2396, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1582, root_relative_squared_error: 0.4679,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9881, f_measure: 0.9615, kappa: 0.9162, kb_relative_information_score: 1612.9247, mean_absolute_error: 0.0161, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9614, predictive_accuracy: 0.9618, prior_entropy: 1.2099, recall: 0.9618, relative_absolute_error: 0.0703, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1109, root_relative_squared_error: 0.328,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.993, f_measure: 0.9581, kappa: 0.9085, kb_relative_information_score: 1575.6741, mean_absolute_error: 0.0225, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9586, predictive_accuracy: 0.9578, prior_entropy: 1.2099, recall: 0.9578, relative_absolute_error: 0.0981, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1189, root_relative_squared_error: 0.3517,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9842, f_measure: 0.9207, kappa: 0.8308, kb_relative_information_score: 1335.1808, mean_absolute_error: 0.0647, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9294, predictive_accuracy: 0.9178, prior_entropy: 1.2099, recall: 0.9178, relative_absolute_error: 0.2827, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1844, root_relative_squared_error: 0.5454,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6402, kappa: -0.005, kb_relative_information_score: 52.5371, mean_absolute_error: 0.2179, mean_prior_absolute_error: 0.229, number_of_instances: 1728, predictive_accuracy: 0.6973, prior_entropy: 1.2099, recall: 0.6973, relative_absolute_error: 0.9516, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.3329, root_relative_squared_error: 0.9845,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9921, f_measure: 0.9618, kappa: 0.9168, kb_relative_information_score: 1599.6637, mean_absolute_error: 0.0183, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9619, predictive_accuracy: 0.9618, prior_entropy: 1.2099, recall: 0.9618, relative_absolute_error: 0.0801, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1122, root_relative_squared_error: 0.3317,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9889, f_measure: 0.9304, kappa: 0.8484, kb_relative_information_score: 1448.5818, mean_absolute_error: 0.0446, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9322, predictive_accuracy: 0.9294, prior_entropy: 1.2099, recall: 0.9294, relative_absolute_error: 0.195, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1558, root_relative_squared_error: 0.4607,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6352, kappa: -0.0042, kb_relative_information_score: 52.1028, mean_absolute_error: 0.2178, mean_prior_absolute_error: 0.229, number_of_instances: 1728, predictive_accuracy: 0.6968, prior_entropy: 1.2099, recall: 0.6968, relative_absolute_error: 0.951, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.3332, root_relative_squared_error: 0.9855,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9871, f_measure: 0.914, kappa: 0.8143, kb_relative_information_score: 1403.0427, mean_absolute_error: 0.0521, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9156, predictive_accuracy: 0.9138, prior_entropy: 1.2099, recall: 0.9138, relative_absolute_error: 0.2273, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1656, root_relative_squared_error: 0.4898,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1705.1391, mean_absolute_error: 0.0037, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 1, predictive_accuracy: 1, prior_entropy: 1.2099, recall: 1, relative_absolute_error: 0.0164, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.0209, root_relative_squared_error: 0.0618,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9894, f_measure: 0.9408, kappa: 0.8711, kb_relative_information_score: 1497.8468, mean_absolute_error: 0.0356, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9416, predictive_accuracy: 0.9404, prior_entropy: 1.2099, recall: 0.9404, relative_absolute_error: 0.1556, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1442, root_relative_squared_error: 0.4265,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9942, f_measure: 0.9571, kappa: 0.9065, kb_relative_information_score: 1564.6016, mean_absolute_error: 0.0251, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.958, predictive_accuracy: 0.9566, prior_entropy: 1.2099, recall: 0.9566, relative_absolute_error: 0.1094, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1199, root_relative_squared_error: 0.3545,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9874, f_measure: 0.9172, kappa: 0.821, kb_relative_information_score: 1409.8397, mean_absolute_error: 0.0507, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.919, predictive_accuracy: 0.9167, prior_entropy: 1.2099, recall: 0.9167, relative_absolute_error: 0.2214, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1639, root_relative_squared_error: 0.4846,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.985, f_measure: 0.9138, kappa: 0.8114, kb_relative_information_score: 1385.3994, mean_absolute_error: 0.056, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9165, predictive_accuracy: 0.912, prior_entropy: 1.2099, recall: 0.912, relative_absolute_error: 0.2444, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1705, root_relative_squared_error: 0.5043,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9969, f_measure: 0.9642, kappa: 0.923, kb_relative_information_score: 1529.2604, mean_absolute_error: 0.024, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9643, predictive_accuracy: 0.9647, prior_entropy: 1.2099, recall: 0.9647, relative_absolute_error: 0.1046, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.127, root_relative_squared_error: 0.3756,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9856, f_measure: 0.9132, kappa: 0.8101, kb_relative_information_score: 1389.6347, mean_absolute_error: 0.0555, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9158, predictive_accuracy: 0.9115, prior_entropy: 1.2099, recall: 0.9115, relative_absolute_error: 0.2422, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1694, root_relative_squared_error: 0.5009,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.497, f_measure: 0.5768, kb_relative_information_score: 0.1086, mean_absolute_error: 0.229, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.4903, predictive_accuracy: 0.7002, prior_entropy: 1.2099, recall: 0.7002, relative_absolute_error: 1.0002, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.3381, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9907, f_measure: 0.941, kappa: 0.8714, kb_relative_information_score: 1481.4885, mean_absolute_error: 0.0392, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9436, predictive_accuracy: 0.9398, prior_entropy: 1.2099, recall: 0.9398, relative_absolute_error: 0.1714, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1464, root_relative_squared_error: 0.4329,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9858, f_measure: 0.9125, kappa: 0.8089, kb_relative_information_score: 1384.7076, mean_absolute_error: 0.0561, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9149, predictive_accuracy: 0.9109, prior_entropy: 1.2099, recall: 0.9109, relative_absolute_error: 0.245, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1702, root_relative_squared_error: 0.5035,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9884, f_measure: 0.9607, kappa: 0.9148, kb_relative_information_score: 1612.881, mean_absolute_error: 0.0162, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9607, predictive_accuracy: 0.9612, prior_entropy: 1.2099, recall: 0.9612, relative_absolute_error: 0.0706, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1105, root_relative_squared_error: 0.3268,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8634, f_measure: 0.7099, kappa: 0.3516, kb_relative_information_score: 592.6346, mean_absolute_error: 0.162, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.6933, predictive_accuracy: 0.7338, prior_entropy: 1.2099, recall: 0.7338, relative_absolute_error: 0.7075, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.2893, root_relative_squared_error: 0.8558,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9777, f_measure: 0.8992, kappa: 0.7876, kb_relative_information_score: 1258.1912, mean_absolute_error: 0.0762, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9089, predictive_accuracy: 0.8976, prior_entropy: 1.2099, recall: 0.8976, relative_absolute_error: 0.3329, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1984, root_relative_squared_error: 0.5869,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9906, f_measure: 0.9508, kappa: 0.8925, kb_relative_information_score: 1537.5458, mean_absolute_error: 0.0291, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9515, predictive_accuracy: 0.9502, prior_entropy: 1.2099, recall: 0.9502, relative_absolute_error: 0.1271, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1327, root_relative_squared_error: 0.3924,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9908, f_measure: 0.9473, kappa: 0.8851, kb_relative_information_score: 1536.7568, mean_absolute_error: 0.0297, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9482, predictive_accuracy: 0.9468, prior_entropy: 1.2099, recall: 0.9468, relative_absolute_error: 0.1295, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1326, root_relative_squared_error: 0.3922,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9856, f_measure: 0.9132, kappa: 0.8101, kb_relative_information_score: 1389.6347, mean_absolute_error: 0.0555, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9158, predictive_accuracy: 0.9115, prior_entropy: 1.2099, recall: 0.9115, relative_absolute_error: 0.2422, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1694, root_relative_squared_error: 0.5009,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9777, f_measure: 0.8922, kappa: 0.7761, kb_relative_information_score: 1257.1571, mean_absolute_error: 0.0763, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9032, predictive_accuracy: 0.8924, prior_entropy: 1.2099, recall: 0.8924, relative_absolute_error: 0.3332, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.198, root_relative_squared_error: 0.5856,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9868, f_measure: 0.9134, kappa: 0.8138, kb_relative_information_score: 1399.2234, mean_absolute_error: 0.0526, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9161, predictive_accuracy: 0.9132, prior_entropy: 1.2099, recall: 0.9132, relative_absolute_error: 0.2299, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1668, root_relative_squared_error: 0.4932,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9866, f_measure: 0.9796, kappa: 0.9556, kb_relative_information_score: 1642.923, mean_absolute_error: 0.0098, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9796, predictive_accuracy: 0.9797, prior_entropy: 1.2099, recall: 0.9797, relative_absolute_error: 0.043, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.0932, root_relative_squared_error: 0.2756,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9914, f_measure: 0.9378, kappa: 0.8644, kb_relative_information_score: 1380.5445, mean_absolute_error: 0.0567, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9377, predictive_accuracy: 0.9381, prior_entropy: 1.2099, recall: 0.9381, relative_absolute_error: 0.2476, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1613, root_relative_squared_error: 0.4771,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9926, f_measure: 0.937, kappa: 0.8711, kb_relative_information_score: 1314.883, mean_absolute_error: 0.0719, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9435, predictive_accuracy: 0.9398, prior_entropy: 1.2099, recall: 0.9398, relative_absolute_error: 0.3139, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1645, root_relative_squared_error: 0.4864,

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