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Joaquin Vanschoren 9 years ago
ran flow weka.RandomSubSpace_REPTree(4) on task Supervised Classification on data set delta_elevators
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9428, f_measure: 0.8809, kappa: 0.7619, kb_relative_information_score: 44123.9504, mean_absolute_error: 0.2964, mean_prior_absolute_error: 0.5, number_of_instances: 95170, precision: 0.8811, predictive_accuracy: 0.8809, prior_entropy: 1, recall: 0.8809, relative_absolute_error: 0.5928, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3355, root_relative_squared_error: 0.6711, scimark_benchmark: 1330.6015, usercpu_time_millis: 5060, usercpu_time_millis_testing: 1090, usercpu_time_millis_training: 3970,
Joaquin Vanschoren 9 years ago
ran flow weka.RandomSubSpace_REPTree(4) on task Supervised Classification on data set fri_c0_1000_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9452, f_measure: 0.8612, kappa: 0.7223, kb_relative_information_score: 3151.3093, mean_absolute_error: 0.369, mean_prior_absolute_error: 0.4998, number_of_instances: 10000, precision: 0.8612, predictive_accuracy: 0.8612, prior_entropy: 0.9998, recall: 0.8612, relative_absolute_error: 0.7383, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.3855, root_relative_squared_error: 0.7711, scimark_benchmark: 1330.2852, usercpu_time_millis: 680, usercpu_time_millis_testing: 90, usercpu_time_millis_training: 590,
Joaquin Vanschoren 9 years ago
ran flow weka.RandomSubSpace_REPTree(4) on task Supervised Classification on data set fri_c4_250_100
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9101, f_measure: 0.8252, kappa: 0.6454, kb_relative_information_score: 820.7786, mean_absolute_error: 0.3551, mean_prior_absolute_error: 0.4929, number_of_instances: 2500, precision: 0.8253, predictive_accuracy: 0.8252, prior_entropy: 0.9898, recall: 0.8252, relative_absolute_error: 0.7205, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.3826, root_relative_squared_error: 0.7709, scimark_benchmark: 1330.2852, usercpu_time_millis: 750, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 730,
Joaquin Vanschoren 9 years ago
ran flow weka.RandomSubSpace_REPTree(4) on task Supervised Classification on data set analcatdata_vehicle
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8489, f_measure: 0.8547, kappa: 0.7083, kb_relative_information_score: 144.688, mean_absolute_error: 0.3706, mean_prior_absolute_error: 0.4925, number_of_instances: 480, precision: 0.862, predictive_accuracy: 0.8542, prior_entropy: 0.9896, recall: 0.8542, relative_absolute_error: 0.7525, root_mean_prior_squared_error: 0.4961, root_mean_squared_error: 0.3945, root_relative_squared_error: 0.7953, scimark_benchmark: 1344.506, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
Joaquin Vanschoren 9 years ago
ran flow weka.RandomSubSpace_REPTree(4) on task Supervised Classification on data set disclosure_x_noise
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4996, f_measure: 0.4964, kappa: -0.0054, kb_relative_information_score: 16.7604, mean_absolute_error: 0.4988, mean_prior_absolute_error: 0.5, number_of_instances: 6620, precision: 0.4973, predictive_accuracy: 0.4976, prior_entropy: 1, recall: 0.4976, relative_absolute_error: 0.9976, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5053, root_relative_squared_error: 1.0105, scimark_benchmark: 1330.9699, usercpu_time_millis: 490, usercpu_time_millis_testing: 90, usercpu_time_millis_training: 400,
Joaquin Vanschoren 9 years ago
ran flow weka.RandomSubSpace_REPTree(4) on task Supervised Classification on data set fri_c3_250_25
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9143, f_measure: 0.834, kappa: 0.6631, kb_relative_information_score: 868.5897, mean_absolute_error: 0.3474, mean_prior_absolute_error: 0.4938, number_of_instances: 2500, precision: 0.8342, predictive_accuracy: 0.8344, prior_entropy: 0.9911, recall: 0.8344, relative_absolute_error: 0.7036, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.377, root_relative_squared_error: 0.7587, scimark_benchmark: 1344.506, usercpu_time_millis: 250, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 230,
Joaquin Vanschoren 9 years ago
ran flow weka.RandomSubSpace_REPTree(4) on task Supervised Classification on data set autoMpg
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9696, f_measure: 0.8907, kappa: 0.7818, kb_relative_information_score: 2766.7618, mean_absolute_error: 0.1666, mean_prior_absolute_error: 0.4987, number_of_instances: 3980, precision: 0.8941, predictive_accuracy: 0.8907, prior_entropy: 0.9982, recall: 0.8907, relative_absolute_error: 0.334, root_mean_prior_squared_error: 0.4994, root_mean_squared_error: 0.2648, root_relative_squared_error: 0.5302, scimark_benchmark: 1330.2852, usercpu_time_millis: 120, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 100,
Joaquin Vanschoren 9 years ago
ran flow weka.RandomSubSpace_REPTree(4) on task Supervised Classification on data set boston_corrected
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.936, f_measure: 0.8634, kappa: 0.7224, kb_relative_information_score: 2980.2105, mean_absolute_error: 0.218, mean_prior_absolute_error: 0.493, number_of_instances: 5060, precision: 0.8635, predictive_accuracy: 0.8636, prior_entropy: 0.9899, recall: 0.8636, relative_absolute_error: 0.4423, root_mean_prior_squared_error: 0.4965, root_mean_squared_error: 0.3142, root_relative_squared_error: 0.6329, scimark_benchmark: 1344.506, usercpu_time_millis: 360, usercpu_time_millis_testing: 40, usercpu_time_millis_training: 320,
Joaquin Vanschoren 9 years ago
ran flow weka.RandomSubSpace_REPTree(4) on task Supervised Classification on data set fri_c1_500_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.955, f_measure: 0.8882, kappa: 0.7741, kb_relative_information_score: 2244.6343, mean_absolute_error: 0.3018, mean_prior_absolute_error: 0.4954, number_of_instances: 5000, precision: 0.8884, predictive_accuracy: 0.8884, prior_entropy: 0.9934, recall: 0.8884, relative_absolute_error: 0.6091, root_mean_prior_squared_error: 0.4977, root_mean_squared_error: 0.335, root_relative_squared_error: 0.673, scimark_benchmark: 1330.2852, usercpu_time_millis: 280, usercpu_time_millis_testing: 50, usercpu_time_millis_training: 230,
Joaquin Vanschoren 9 years ago
ran flow weka.RandomSubSpace_REPTree(4) on task Supervised Classification on data set sensory
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7545, f_measure: 0.6948, kappa: 0.3683, kb_relative_information_score: 849.8988, mean_absolute_error: 0.4272, mean_prior_absolute_error: 0.4856, number_of_instances: 5760, precision: 0.7082, predictive_accuracy: 0.7071, prior_entropy: 0.9792, recall: 0.7071, relative_absolute_error: 0.8797, root_mean_prior_squared_error: 0.4927, root_mean_squared_error: 0.4497, root_relative_squared_error: 0.9128, scimark_benchmark: 1330.9699, usercpu_time_millis: 240, usercpu_time_millis_testing: 50, usercpu_time_millis_training: 190,
Joaquin Vanschoren 9 years ago
ran flow weka.RandomSubSpace_REPTree(4) on task Supervised Classification on data set fri_c3_1000_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9471, f_measure: 0.8772, kappa: 0.7506, kb_relative_information_score: 4244.7273, mean_absolute_error: 0.3125, mean_prior_absolute_error: 0.494, number_of_instances: 10000, precision: 0.8797, predictive_accuracy: 0.878, prior_entropy: 0.9913, recall: 0.878, relative_absolute_error: 0.6326, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.3449, root_relative_squared_error: 0.694, scimark_benchmark: 1330.9699, usercpu_time_millis: 3270, usercpu_time_millis_testing: 100, usercpu_time_millis_training: 3170,
Joaquin Vanschoren 9 years ago
ran flow weka.RandomSubSpace_REPTree(4) on task Supervised Classification on data set delta_ailerons
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9753, f_measure: 0.9437, kappa: 0.8868, kb_relative_information_score: 50131.314, mean_absolute_error: 0.1717, mean_prior_absolute_error: 0.4981, number_of_instances: 71290, precision: 0.9439, predictive_accuracy: 0.9437, prior_entropy: 0.9973, recall: 0.9437, relative_absolute_error: 0.3447, root_mean_prior_squared_error: 0.4991, root_mean_squared_error: 0.2361, root_relative_squared_error: 0.4731, scimark_benchmark: 1331.7205, usercpu_time_millis: 3220, usercpu_time_millis_testing: 750, usercpu_time_millis_training: 2470,
Joaquin Vanschoren 9 years ago
ran flow weka.RandomSubSpace_REPTree(4) on task Supervised Classification on data set diggle_table_a2
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9958, kappa: 0.9916, kb_relative_information_score: 2962.8848, mean_absolute_error: 0.0271, mean_prior_absolute_error: 0.4979, number_of_instances: 3100, precision: 0.9958, predictive_accuracy: 0.9958, prior_entropy: 0.997, recall: 0.9958, relative_absolute_error: 0.0544, root_mean_prior_squared_error: 0.499, root_mean_squared_error: 0.072, root_relative_squared_error: 0.1444, scimark_benchmark: 1330.6015, usercpu_time_millis: 80, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 60,
Joaquin Vanschoren 9 years ago
ran flow weka.RandomSubSpace_REPTree(4) on task Supervised Classification on data set diggle_table_a1
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6981, f_measure: 0.6557, kappa: 0.31, kb_relative_information_score: 51.2322, mean_absolute_error: 0.4558, mean_prior_absolute_error: 0.4992, number_of_instances: 480, precision: 0.6559, predictive_accuracy: 0.6563, prior_entropy: 0.9988, recall: 0.6563, relative_absolute_error: 0.9132, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.4715, root_relative_squared_error: 0.9437, scimark_benchmark: 1330.6015, usercpu_time_millis: 20, usercpu_time_millis_training: 20,
Joaquin Vanschoren 9 years ago
ran flow weka.RandomSubSpace_REPTree(4) on task Supervised Classification on data set chscase_vine1
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8755, f_measure: 0.8211, kappa: 0.6399, kb_relative_information_score: 225.4345, mean_absolute_error: 0.3038, mean_prior_absolute_error: 0.4972, number_of_instances: 520, precision: 0.821, predictive_accuracy: 0.8212, prior_entropy: 0.996, recall: 0.8212, relative_absolute_error: 0.611, root_mean_prior_squared_error: 0.4985, root_mean_squared_error: 0.3698, root_relative_squared_error: 0.7418, scimark_benchmark: 1330.6015, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
Joaquin Vanschoren 9 years ago
ran flow weka.RandomSubSpace_REPTree(4) on task Supervised Classification on data set fri_c3_1000_5
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9529, f_measure: 0.8816, kappa: 0.7588, kb_relative_information_score: 5097.8242, mean_absolute_error: 0.266, mean_prior_absolute_error: 0.4921, number_of_instances: 10000, precision: 0.8827, predictive_accuracy: 0.8822, prior_entropy: 0.9886, recall: 0.8822, relative_absolute_error: 0.5406, root_mean_prior_squared_error: 0.496, root_mean_squared_error: 0.3175, root_relative_squared_error: 0.6401, scimark_benchmark: 1330.6015, usercpu_time_millis: 400, usercpu_time_millis_testing: 90, usercpu_time_millis_training: 310,
Joaquin Vanschoren 9 years ago
ran flow weka.RandomSubSpace_REPTree(4) on task Supervised Classification on data set fri_c1_100_25
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8656, f_measure: 0.766, kappa: 0.5303, kb_relative_information_score: 276.3883, mean_absolute_error: 0.3822, mean_prior_absolute_error: 0.4982, number_of_instances: 1000, precision: 0.766, predictive_accuracy: 0.766, prior_entropy: 0.9975, recall: 0.766, relative_absolute_error: 0.7672, root_mean_prior_squared_error: 0.4991, root_mean_squared_error: 0.4099, root_relative_squared_error: 0.8212, scimark_benchmark: 1330.6015, usercpu_time_millis: 80, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 70,
Joaquin Vanschoren 9 years ago
ran flow weka.RandomSubSpace_REPTree(4) on task Supervised Classification on data set rmftsa_ctoarrivals
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9753, f_measure: 0.9436, kappa: 0.8797, kb_relative_information_score: 966.7147, mean_absolute_error: 0.3291, mean_prior_absolute_error: 0.4726, number_of_instances: 2640, precision: 0.9464, predictive_accuracy: 0.9443, prior_entropy: 0.9604, recall: 0.9443, relative_absolute_error: 0.6963, root_mean_prior_squared_error: 0.486, root_mean_squared_error: 0.3574, root_relative_squared_error: 0.7354, scimark_benchmark: 1330.6015, usercpu_time_millis: 50, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 40,
Joaquin Vanschoren 9 years ago
ran flow weka.RandomSubSpace_REPTree(4) on task Supervised Classification on data set bank8FM
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9836, f_measure: 0.9276, kappa: 0.8487, kb_relative_information_score: 35315.4853, mean_absolute_error: 0.3078, mean_prior_absolute_error: 0.4815, number_of_instances: 81920, precision: 0.9302, predictive_accuracy: 0.9284, prior_entropy: 0.9731, recall: 0.9284, relative_absolute_error: 0.6393, root_mean_prior_squared_error: 0.4906, root_mean_squared_error: 0.3289, root_relative_squared_error: 0.6704, scimark_benchmark: 1330.6015, usercpu_time_millis: 6570, usercpu_time_millis_testing: 910, usercpu_time_millis_training: 5660,
Joaquin Vanschoren 9 years ago
ran flow weka.RandomSubSpace_REPTree(4) on task Supervised Classification on data set fri_c4_500_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.935, f_measure: 0.8655, kappa: 0.73, kb_relative_information_score: 1866.1903, mean_absolute_error: 0.34, mean_prior_absolute_error: 0.4984, number_of_instances: 5000, precision: 0.8676, predictive_accuracy: 0.866, prior_entropy: 0.9978, recall: 0.866, relative_absolute_error: 0.6821, root_mean_prior_squared_error: 0.4992, root_mean_squared_error: 0.3663, root_relative_squared_error: 0.7337, scimark_benchmark: 1329.4762, usercpu_time_millis: 940, usercpu_time_millis_testing: 60, usercpu_time_millis_training: 880,
Joaquin Vanschoren 9 years ago
ran flow weka.RandomSubSpace_REPTree(4) on task Supervised Classification on data set pol
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9971, f_measure: 0.9743, kappa: 0.9421, kb_relative_information_score: 10055.8832, mean_absolute_error: 0.1787, mean_prior_absolute_error: 0.4463, number_of_instances: 15000, precision: 0.9749, predictive_accuracy: 0.9745, prior_entropy: 0.921, recall: 0.9745, relative_absolute_error: 0.4004, root_mean_prior_squared_error: 0.4724, root_mean_squared_error: 0.2139, root_relative_squared_error: 0.4528, scimark_benchmark: 1330.9699, usercpu_time_millis: 80000, usercpu_time_millis_testing: 1800, usercpu_time_millis_training: 78200,
Joaquin Vanschoren 9 years ago
ran flow weka.RandomSubSpace_REPTree(4) on task Supervised Classification on data set hutsof99_logis
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7593, f_measure: 0.734, kappa: 0.4696, kb_relative_information_score: 158.2307, mean_absolute_error: 0.4038, mean_prior_absolute_error: 0.4996, number_of_instances: 700, precision: 0.7372, predictive_accuracy: 0.7343, prior_entropy: 0.9994, recall: 0.7343, relative_absolute_error: 0.8082, root_mean_prior_squared_error: 0.4998, root_mean_squared_error: 0.444, root_relative_squared_error: 0.8884, scimark_benchmark: 1329.4762, usercpu_time_millis: 30, usercpu_time_millis_training: 30,
Joaquin Vanschoren 9 years ago
ran flow weka.RandomSubSpace_REPTree(4) on task Supervised Classification on data set disclosure_x_tampered
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5056, f_measure: 0.4917, kappa: -0.0127, kb_relative_information_score: 52.17, mean_absolute_error: 0.4964, mean_prior_absolute_error: 0.4999, number_of_instances: 6620, precision: 0.4936, predictive_accuracy: 0.4946, prior_entropy: 0.9999, recall: 0.4946, relative_absolute_error: 0.993, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5028, root_relative_squared_error: 1.0057, scimark_benchmark: 1329.4762, usercpu_time_millis: 320, usercpu_time_millis_testing: 80, usercpu_time_millis_training: 240,
Joaquin Vanschoren 9 years ago
ran flow weka.RandomSubSpace_REPTree(4) on task Supervised Classification on data set cpu
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9917, f_measure: 0.9482, kappa: 0.8608, kb_relative_information_score: 1425.6069, mean_absolute_error: 0.1356, mean_prior_absolute_error: 0.3797, number_of_instances: 2090, precision: 0.9493, predictive_accuracy: 0.9493, prior_entropy: 0.8205, recall: 0.9493, relative_absolute_error: 0.357, root_mean_prior_squared_error: 0.4351, root_mean_squared_error: 0.2081, root_relative_squared_error: 0.4784, scimark_benchmark: 1331.7205, usercpu_time_millis: 70, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 50,
Joaquin Vanschoren 9 years ago
ran flow weka.RandomSubSpace_REPTree(4) on task Supervised Classification on data set fri_c2_500_5
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9455, f_measure: 0.8825, kappa: 0.7541, kb_relative_information_score: 2656.839, mean_absolute_error: 0.2498, mean_prior_absolute_error: 0.4816, number_of_instances: 5000, precision: 0.8875, predictive_accuracy: 0.8844, prior_entropy: 0.9735, recall: 0.8844, relative_absolute_error: 0.5186, root_mean_prior_squared_error: 0.4907, root_mean_squared_error: 0.3093, root_relative_squared_error: 0.6304, scimark_benchmark: 1331.7205, usercpu_time_millis: 180, usercpu_time_millis_testing: 40, usercpu_time_millis_training: 140,
Joaquin Vanschoren 9 years ago
ran flow weka.RandomSubSpace_REPTree(4) on task Supervised Classification on data set fri_c1_500_25
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9395, f_measure: 0.8649, kappa: 0.7283, kb_relative_information_score: 2042.0268, mean_absolute_error: 0.3225, mean_prior_absolute_error: 0.4977, number_of_instances: 5000, precision: 0.8665, predictive_accuracy: 0.8654, prior_entropy: 0.9967, recall: 0.8654, relative_absolute_error: 0.6479, root_mean_prior_squared_error: 0.4988, root_mean_squared_error: 0.3536, root_relative_squared_error: 0.7088, scimark_benchmark: 1329.4762, usercpu_time_millis: 530, usercpu_time_millis_testing: 40, usercpu_time_millis_training: 490,
Joaquin Vanschoren 9 years ago
ran flow weka.RandomSubSpace_REPTree(4) on task Supervised Classification on data set elusage
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9381, f_measure: 0.8857, kappa: 0.7681, kb_relative_information_score: 375.2648, mean_absolute_error: 0.1652, mean_prior_absolute_error: 0.4922, number_of_instances: 550, precision: 0.8864, predictive_accuracy: 0.8855, prior_entropy: 0.9891, recall: 0.8855, relative_absolute_error: 0.3357, root_mean_prior_squared_error: 0.4959, root_mean_squared_error: 0.2922, root_relative_squared_error: 0.5892, scimark_benchmark: 1331.7205, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
Joaquin Vanschoren 9 years ago
ran flow weka.RandomSubSpace_REPTree(4) on task Supervised Classification on data set fri_c1_100_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8489, f_measure: 0.7563, kappa: 0.5104, kb_relative_information_score: 282.5718, mean_absolute_error: 0.3783, mean_prior_absolute_error: 0.4982, number_of_instances: 1000, precision: 0.7571, predictive_accuracy: 0.757, prior_entropy: 0.9975, recall: 0.757, relative_absolute_error: 0.7593, root_mean_prior_squared_error: 0.4991, root_mean_squared_error: 0.4102, root_relative_squared_error: 0.8219, scimark_benchmark: 1331.7205, usercpu_time_millis: 50, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 40,
Joaquin Vanschoren 9 years ago
ran flow weka.RandomSubSpace_REPTree(4) on task Supervised Classification on data set newton_hema
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8567, f_measure: 0.7996, kappa: 0.6, kb_relative_information_score: 526.1634, mean_absolute_error: 0.3294, mean_prior_absolute_error: 0.5, number_of_instances: 1400, precision: 0.8024, predictive_accuracy: 0.8, prior_entropy: 1, recall: 0.8, relative_absolute_error: 0.6589, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3931, root_relative_squared_error: 0.7863, scimark_benchmark: 1331.7205, usercpu_time_millis: 40, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 30,
Joaquin Vanschoren 9 years ago
ran flow weka.RandomSubSpace_REPTree(4) on task Supervised Classification on data set fri_c3_100_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8321, f_measure: 0.7733, kappa: 0.523, kb_relative_information_score: 246.658, mean_absolute_error: 0.3804, mean_prior_absolute_error: 0.4804, number_of_instances: 1000, precision: 0.7819, predictive_accuracy: 0.78, prior_entropy: 0.9721, recall: 0.78, relative_absolute_error: 0.7918, root_mean_prior_squared_error: 0.4899, root_mean_squared_error: 0.4125, root_relative_squared_error: 0.842, scimark_benchmark: 1331.7205, usercpu_time_millis: 40, usercpu_time_millis_training: 40,
Joaquin Vanschoren 9 years ago
ran flow weka.RandomSubSpace_REPTree(4) on task Supervised Classification on data set quake
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.536, f_measure: 0.5075, kappa: 0.0343, kb_relative_information_score: 242.5314, mean_absolute_error: 0.4891, mean_prior_absolute_error: 0.4939, number_of_instances: 21780, precision: 0.5283, predictive_accuracy: 0.5474, prior_entropy: 0.9912, recall: 0.5474, relative_absolute_error: 0.9903, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.4982, root_relative_squared_error: 1.0025, scimark_benchmark: 1331.7205, usercpu_time_millis: 1260, usercpu_time_millis_testing: 350, usercpu_time_millis_training: 910,
Joaquin Vanschoren 9 years ago
ran flow weka.RandomSubSpace_REPTree(4) on task Supervised Classification on data set bodyfat
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9961, f_measure: 0.9948, kappa: 0.9897, kb_relative_information_score: 1836.3796, mean_absolute_error: 0.1627, mean_prior_absolute_error: 0.4999, number_of_instances: 2520, precision: 0.9949, predictive_accuracy: 0.9948, prior_entropy: 0.9998, recall: 0.9948, relative_absolute_error: 0.3256, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.2007, root_relative_squared_error: 0.4015, scimark_benchmark: 1329.4762, usercpu_time_millis: 110, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 100,
Joaquin Vanschoren 9 years ago
ran flow weka.RandomSubSpace_REPTree(4) on task Supervised Classification on data set sleuth_ex1714
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.916, f_measure: 0.8434, kappa: 0.6837, kb_relative_information_score: 224.1635, mean_absolute_error: 0.2736, mean_prior_absolute_error: 0.4894, number_of_instances: 470, precision: 0.8502, predictive_accuracy: 0.8426, prior_entropy: 0.9852, recall: 0.8426, relative_absolute_error: 0.559, root_mean_prior_squared_error: 0.4944, root_mean_squared_error: 0.3441, root_relative_squared_error: 0.696, scimark_benchmark: 1329.4762, usercpu_time_millis: 20, usercpu_time_millis_training: 20,
Joaquin Vanschoren 9 years ago
ran flow weka.RandomSubSpace_REPTree(4) on task Supervised Classification on data set fri_c0_250_25
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9, f_measure: 0.804, kappa: 0.608, kb_relative_information_score: 682.6789, mean_absolute_error: 0.3867, mean_prior_absolute_error: 0.5, number_of_instances: 2500, precision: 0.804, predictive_accuracy: 0.804, prior_entropy: 1, recall: 0.804, relative_absolute_error: 0.7735, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4046, root_relative_squared_error: 0.8092, scimark_benchmark: 1329.4762, usercpu_time_millis: 240, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 220,
Joaquin Vanschoren 9 years ago
ran flow weka.RandomSubSpace_REPTree(4) on task Supervised Classification on data set fri_c1_500_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9339, f_measure: 0.861, kappa: 0.7215, kb_relative_information_score: 1871.6775, mean_absolute_error: 0.3401, mean_prior_absolute_error: 0.4989, number_of_instances: 5000, precision: 0.8655, predictive_accuracy: 0.8618, prior_entropy: 0.9984, recall: 0.8618, relative_absolute_error: 0.6818, root_mean_prior_squared_error: 0.4994, root_mean_squared_error: 0.3659, root_relative_squared_error: 0.7326, scimark_benchmark: 1329.4762, usercpu_time_millis: 910, usercpu_time_millis_testing: 40, usercpu_time_millis_training: 870,
Joaquin Vanschoren 9 years ago
ran flow weka.RandomSubSpace_REPTree(4) on task Supervised Classification on data set strikes
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9954, kappa: 0.9907, kb_relative_information_score: 4513.3853, mean_absolute_error: 0.1699, mean_prior_absolute_error: 0.5, number_of_instances: 6250, precision: 0.9954, predictive_accuracy: 0.9954, prior_entropy: 1, recall: 0.9954, relative_absolute_error: 0.3399, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1918, root_relative_squared_error: 0.3836, scimark_benchmark: 1331.7205, usercpu_time_millis: 220, usercpu_time_millis_testing: 50, usercpu_time_millis_training: 170,
Joaquin Vanschoren 9 years ago
ran flow weka.RandomSubSpace_REPTree(4) on task Supervised Classification on data set fri_c3_100_25
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8067, f_measure: 0.7105, kappa: 0.4184, kb_relative_information_score: 129.735, mean_absolute_error: 0.4445, mean_prior_absolute_error: 0.4951, number_of_instances: 1000, precision: 0.7301, predictive_accuracy: 0.72, prior_entropy: 0.9931, recall: 0.72, relative_absolute_error: 0.8979, root_mean_prior_squared_error: 0.4975, root_mean_squared_error: 0.4548, root_relative_squared_error: 0.9142, scimark_benchmark: 1331.7205, usercpu_time_millis: 90, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 80,
Joaquin Vanschoren 9 years ago
ran flow weka.RandomSubSpace_REPTree(4) on task Supervised Classification on data set analcatdata_apnea2
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.938, f_measure: 0.8028, kb_relative_information_score: 1359.4443, mean_absolute_error: 0.1844, mean_prior_absolute_error: 0.2343, number_of_instances: 4750, precision: 0.7487, predictive_accuracy: 0.8653, prior_entropy: 0.5744, recall: 0.8653, relative_absolute_error: 0.7871, root_mean_prior_squared_error: 0.3414, root_mean_squared_error: 0.2751, root_relative_squared_error: 0.8057, scimark_benchmark: 1331.7205, usercpu_time_millis: 100, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 80,
Joaquin Vanschoren 9 years ago
ran flow weka.RandomSubSpace_REPTree(4) on task Supervised Classification on data set fri_c2_100_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.826, f_measure: 0.7612, kappa: 0.5164, kb_relative_information_score: 293.5988, mean_absolute_error: 0.3716, mean_prior_absolute_error: 0.4951, number_of_instances: 1000, precision: 0.7632, predictive_accuracy: 0.763, prior_entropy: 0.9931, recall: 0.763, relative_absolute_error: 0.7506, root_mean_prior_squared_error: 0.4975, root_mean_squared_error: 0.4109, root_relative_squared_error: 0.826, scimark_benchmark: 1329.4762, usercpu_time_millis: 40, usercpu_time_millis_training: 40,
Joaquin Vanschoren 9 years ago
ran flow weka.RandomSubSpace_REPTree(4) on task Supervised Classification on data set meta
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7359, f_measure: 0.8493, kb_relative_information_score: 208.5305, mean_absolute_error: 0.1695, mean_prior_absolute_error: 0.1848, number_of_instances: 5280, precision: 0.8059, predictive_accuracy: 0.8977, prior_entropy: 0.4808, recall: 0.8977, relative_absolute_error: 0.9169, root_mean_prior_squared_error: 0.303, root_mean_squared_error: 0.2833, root_relative_squared_error: 0.9351, scimark_benchmark: 1331.7205, usercpu_time_millis: 240, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 210,
Joaquin Vanschoren 9 years ago
ran flow weka.RandomSubSpace_REPTree(4) on task Supervised Classification on data set fri_c4_1000_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9457, f_measure: 0.8683, kappa: 0.7319, kb_relative_information_score: 4218.4344, mean_absolute_error: 0.3117, mean_prior_absolute_error: 0.4928, number_of_instances: 10000, precision: 0.8697, predictive_accuracy: 0.869, prior_entropy: 0.9896, recall: 0.869, relative_absolute_error: 0.6324, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.3463, root_relative_squared_error: 0.6977, scimark_benchmark: 1329.4762, usercpu_time_millis: 600, usercpu_time_millis_testing: 100, usercpu_time_millis_training: 500,
Joaquin Vanschoren 9 years ago
ran flow weka.RandomSubSpace_REPTree(4) on task Supervised Classification on data set fri_c0_100_5
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8727, f_measure: 0.7909, kappa: 0.5788, kb_relative_information_score: 281.7795, mean_absolute_error: 0.3793, mean_prior_absolute_error: 0.4969, number_of_instances: 1000, precision: 0.7908, predictive_accuracy: 0.791, prior_entropy: 0.9956, recall: 0.791, relative_absolute_error: 0.7633, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.4053, root_relative_squared_error: 0.8133, scimark_benchmark: 1345.7204, usercpu_time_millis: 50, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 40,
Joaquin Vanschoren 9 years ago
ran flow weka.RandomSubSpace_REPTree(4) on task Supervised Classification on data set wisconsin
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5938, f_measure: 0.5798, kappa: 0.1543, kb_relative_information_score: 77.2929, mean_absolute_error: 0.4819, mean_prior_absolute_error: 0.4974, number_of_instances: 1940, precision: 0.5802, predictive_accuracy: 0.5825, prior_entropy: 0.9963, recall: 0.5825, relative_absolute_error: 0.9688, root_mean_prior_squared_error: 0.4987, root_mean_squared_error: 0.4941, root_relative_squared_error: 0.9908, scimark_benchmark: 1331.7205, usercpu_time_millis: 260, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 240,
Joaquin Vanschoren 9 years ago
ran flow weka.RandomSubSpace_REPTree(4) on task Supervised Classification on data set fri_c3_1000_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9538, f_measure: 0.8863, kappa: 0.7686, kb_relative_information_score: 4475.7504, mean_absolute_error: 0.2996, mean_prior_absolute_error: 0.4928, number_of_instances: 10000, precision: 0.8881, predictive_accuracy: 0.887, prior_entropy: 0.9896, recall: 0.887, relative_absolute_error: 0.6079, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.3359, root_relative_squared_error: 0.6767, scimark_benchmark: 1345.7204, usercpu_time_millis: 700, usercpu_time_millis_testing: 100, usercpu_time_millis_training: 600,
Joaquin Vanschoren 9 years ago
ran flow weka.RandomSubSpace_REPTree(4) on task Supervised Classification on data set fri_c3_500_5
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9423, f_measure: 0.8696, kappa: 0.7383, kb_relative_information_score: 2402.4776, mean_absolute_error: 0.2851, mean_prior_absolute_error: 0.4987, number_of_instances: 5000, precision: 0.8702, predictive_accuracy: 0.8698, prior_entropy: 0.9981, recall: 0.8698, relative_absolute_error: 0.5718, root_mean_prior_squared_error: 0.4993, root_mean_squared_error: 0.3318, root_relative_squared_error: 0.6646, scimark_benchmark: 1331.7205, usercpu_time_millis: 190, usercpu_time_millis_testing: 50, usercpu_time_millis_training: 140,
Joaquin Vanschoren 9 years ago
ran flow weka.RandomSubSpace_REPTree(4) on task Supervised Classification on data set analcatdata_wildcat
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8297, f_measure: 0.7608, kappa: 0.3973, kb_relative_information_score: 388.8974, mean_absolute_error: 0.3069, mean_prior_absolute_error: 0.4115, number_of_instances: 1630, precision: 0.7603, predictive_accuracy: 0.773, prior_entropy: 0.8699, recall: 0.773, relative_absolute_error: 0.7458, root_mean_prior_squared_error: 0.453, root_mean_squared_error: 0.387, root_relative_squared_error: 0.8544, scimark_benchmark: 1358.8566, usercpu_time_millis: 60, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 40,
Joaquin Vanschoren 9 years ago
ran flow weka.RandomSubSpace_REPTree(4) on task Supervised Classification on data set fri_c3_250_5
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9236, f_measure: 0.8325, kappa: 0.6589, kb_relative_information_score: 1076.8399, mean_absolute_error: 0.3018, mean_prior_absolute_error: 0.4919, number_of_instances: 2500, precision: 0.8325, predictive_accuracy: 0.8328, prior_entropy: 0.9883, recall: 0.8328, relative_absolute_error: 0.6135, root_mean_prior_squared_error: 0.4959, root_mean_squared_error: 0.3512, root_relative_squared_error: 0.7083, scimark_benchmark: 1329.4762, usercpu_time_millis: 90, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 70,
Joaquin Vanschoren 9 years ago
ran flow weka.RandomSubSpace_REPTree(4) on task Supervised Classification on data set auto_price
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9972, f_measure: 0.9588, kappa: 0.9076, kb_relative_information_score: 1327.0525, mean_absolute_error: 0.0834, mean_prior_absolute_error: 0.4492, number_of_instances: 1590, precision: 0.9593, predictive_accuracy: 0.9591, prior_entropy: 0.9264, recall: 0.9591, relative_absolute_error: 0.1857, root_mean_prior_squared_error: 0.4736, root_mean_squared_error: 0.1612, root_relative_squared_error: 0.3403, scimark_benchmark: 1331.7205, usercpu_time_millis: 70, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 50,
Joaquin Vanschoren 9 years ago
ran flow weka.RandomSubSpace_REPTree(4) on task Supervised Classification on data set servo
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9613, f_measure: 0.8688, kappa: 0.6118, kb_relative_information_score: 691.4564, mean_absolute_error: 0.2264, mean_prior_absolute_error: 0.3533, number_of_instances: 1670, precision: 0.8704, predictive_accuracy: 0.8754, prior_entropy: 0.7794, recall: 0.8754, relative_absolute_error: 0.6407, root_mean_prior_squared_error: 0.4193, root_mean_squared_error: 0.2875, root_relative_squared_error: 0.6857, scimark_benchmark: 1358.8566, usercpu_time_millis: 40, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 30,
Joaquin Vanschoren 9 years ago
ran flow weka.RandomSubSpace_REPTree(4) on task Supervised Classification on data set sleep
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7075, f_measure: 0.7184, kappa: 0.436, kb_relative_information_score: 112.5098, mean_absolute_error: 0.4247, mean_prior_absolute_error: 0.498, number_of_instances: 620, precision: 0.7273, predictive_accuracy: 0.7226, prior_entropy: 0.9972, recall: 0.7226, relative_absolute_error: 0.8528, root_mean_prior_squared_error: 0.499, root_mean_squared_error: 0.4587, root_relative_squared_error: 0.9192, scimark_benchmark: 1329.4762, usercpu_time_millis: 40, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 30,
Joaquin Vanschoren 9 years ago
ran flow weka.RandomSubSpace_REPTree(4) on task Supervised Classification on data set fri_c0_250_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.878, f_measure: 0.7754, kappa: 0.549, kb_relative_information_score: 550.6511, mean_absolute_error: 0.4087, mean_prior_absolute_error: 0.498, number_of_instances: 2500, precision: 0.7798, predictive_accuracy: 0.7772, prior_entropy: 0.9971, recall: 0.7772, relative_absolute_error: 0.8206, root_mean_prior_squared_error: 0.499, root_mean_squared_error: 0.4226, root_relative_squared_error: 0.8469, scimark_benchmark: 1345.7204, usercpu_time_millis: 500, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 480,
Joaquin Vanschoren 9 years ago
ran flow weka.RandomSubSpace_REPTree(4) on task Supervised Classification on data set house_16H
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9459, f_measure: 0.8804, kappa: 0.7083, kb_relative_information_score: 11722.0049, mean_absolute_error: 0.215, mean_prior_absolute_error: 0.4168, number_of_instances: 22784, precision: 0.8809, predictive_accuracy: 0.8828, prior_entropy: 0.8764, recall: 0.8828, relative_absolute_error: 0.5158, root_mean_prior_squared_error: 0.4565, root_mean_squared_error: 0.2962, root_relative_squared_error: 0.649, scimark_benchmark: 1329.4762, usercpu_time_millis: 33800, usercpu_time_millis_testing: 2710, usercpu_time_millis_training: 31090,
Joaquin Vanschoren 9 years ago
ran flow weka.RandomSubSpace_REPTree(4) on task Supervised Classification on data set lymphoma_9classes
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.958, f_measure: 0.7373, kappa: 0.6995, kb_relative_information_score: 48.2137, mean_absolute_error: 0.1029, mean_prior_absolute_error: 0.1647, number_of_instances: 96, precision: 0.6984, predictive_accuracy: 0.8021, prior_entropy: 2.564, recall: 0.8021, relative_absolute_error: 0.6247, root_mean_prior_squared_error: 0.2845, root_mean_squared_error: 0.1984, root_relative_squared_error: 0.6973, scimark_benchmark: 1331.7205, usercpu_time_millis: 13680, usercpu_time_millis_testing: 80, usercpu_time_millis_training: 13600,
Joaquin Vanschoren 9 years ago
ran flow weka.RandomSubSpace_REPTree(4) on task Supervised Classification on data set baskball
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7543, f_measure: 0.7228, kappa: 0.4463, kb_relative_information_score: 146.0364, mean_absolute_error: 0.4393, mean_prior_absolute_error: 0.4998, number_of_instances: 960, precision: 0.724, predictive_accuracy: 0.7229, prior_entropy: 0.9997, recall: 0.7229, relative_absolute_error: 0.879, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.4556, root_relative_squared_error: 0.9113, scimark_benchmark: 1345.7204, usercpu_time_millis: 30, usercpu_time_millis_training: 30,
Joaquin Vanschoren 9 years ago
ran flow weka.RandomSubSpace_REPTree(4) on task Supervised Classification on data set fri_c1_250_5
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9606, f_measure: 0.8818, kappa: 0.763, kb_relative_information_score: 1322.9276, mean_absolute_error: 0.2615, mean_prior_absolute_error: 0.4989, number_of_instances: 2500, precision: 0.8824, predictive_accuracy: 0.882, prior_entropy: 0.9984, recall: 0.882, relative_absolute_error: 0.5243, root_mean_prior_squared_error: 0.4994, root_mean_squared_error: 0.3093, root_relative_squared_error: 0.6193, scimark_benchmark: 1345.7204, usercpu_time_millis: 100, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 80,
Joaquin Vanschoren 9 years ago
ran flow weka.RandomSubSpace_REPTree(4) on task Supervised Classification on data set letter
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9893, kappa: 0.8547, kb_relative_information_score: 13102.7901, mean_absolute_error: 0.0237, mean_prior_absolute_error: 0.078, number_of_instances: 20000, precision: 0.9901, predictive_accuracy: 0.99, prior_entropy: 0.2455, recall: 0.99, relative_absolute_error: 0.3038, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.0824, root_relative_squared_error: 0.4172, scimark_benchmark: 1331.8954, usercpu_time_millis: 13850, usercpu_time_millis_testing: 1630, usercpu_time_millis_training: 12220,
Joaquin Vanschoren 9 years ago
ran flow weka.RandomSubSpace_REPTree(4) on task Supervised Classification on data set analcatdata_vineyard
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.927, f_measure: 0.8448, kappa: 0.6861, kb_relative_information_score: 2083.22, mean_absolute_error: 0.2989, mean_prior_absolute_error: 0.4939, number_of_instances: 4680, precision: 0.8451, predictive_accuracy: 0.8447, prior_entropy: 0.9912, recall: 0.8447, relative_absolute_error: 0.6052, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.346, root_relative_squared_error: 0.6963, scimark_benchmark: 1330.6015, usercpu_time_millis: 130, usercpu_time_millis_testing: 40, usercpu_time_millis_training: 90,
Joaquin Vanschoren 9 years ago
ran flow weka.RandomSubSpace_REPTree(4) on task Supervised Classification on data set ailerons
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9336, f_measure: 0.8504, kappa: 0.6924, kb_relative_information_score: 6645.8239, mean_absolute_error: 0.2726, mean_prior_absolute_error: 0.4884, number_of_instances: 13750, precision: 0.8514, predictive_accuracy: 0.8513, prior_entropy: 0.9832, recall: 0.8513, relative_absolute_error: 0.5581, root_mean_prior_squared_error: 0.4942, root_mean_squared_error: 0.3345, root_relative_squared_error: 0.677, scimark_benchmark: 1330.6015, usercpu_time_millis: 30770, usercpu_time_millis_testing: 1370, usercpu_time_millis_training: 29400,
Joaquin Vanschoren 9 years ago
ran flow weka.RandomSubSpace_REPTree(4) on task Supervised Classification on data set pc1_req
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5967, f_measure: 0.5305, kappa: -0.0062, kb_relative_information_score: 6.0345, mean_absolute_error: 0.4378, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.4424, predictive_accuracy: 0.6625, prior_entropy: 0.9204, recall: 0.6625, relative_absolute_error: 0.9827, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.4662, root_relative_squared_error: 0.9882, scimark_benchmark: 1328.1857, usercpu_time_millis: 110, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 80,
Joaquin Vanschoren 9 years ago
ran flow weka.RandomSubSpace_REPTree(4) on task Supervised Classification on data set house_8L
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9428, f_measure: 0.8777, kappa: 0.6987, kb_relative_information_score: 11551.407, mean_absolute_error: 0.2187, mean_prior_absolute_error: 0.4168, number_of_instances: 22784, precision: 0.8825, predictive_accuracy: 0.8823, prior_entropy: 0.8764, recall: 0.8823, relative_absolute_error: 0.5248, root_mean_prior_squared_error: 0.4565, root_mean_squared_error: 0.2983, root_relative_squared_error: 0.6534, scimark_benchmark: 1328.1857, usercpu_time_millis: 19170, usercpu_time_millis_testing: 2510, usercpu_time_millis_training: 16660,
Joaquin Vanschoren 9 years ago
ran flow weka.RandomSubSpace_REPTree(4) on task Supervised Classification on data set pc1
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8385, f_measure: 0.9046, kappa: 0.0872, kb_relative_information_score: -259.2201, mean_absolute_error: 0.1119, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9153, predictive_accuracy: 0.9324, prior_entropy: 0.3667, recall: 0.9324, relative_absolute_error: 0.8616, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.231, root_relative_squared_error: 0.9089, scimark_benchmark: 1358.8566, usercpu_time_millis: 800, usercpu_time_millis_testing: 90, usercpu_time_millis_training: 710,
Joaquin Vanschoren 9 years ago
ran flow weka.RandomSubSpace_REPTree(4) on task Supervised Classification on data set pc3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8162, f_measure: 0.8492, kb_relative_information_score: -199.4271, mean_absolute_error: 0.1676, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.8057, predictive_accuracy: 0.8976, prior_entropy: 0.478, recall: 0.8976, relative_absolute_error: 0.9099, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.2839, root_relative_squared_error: 0.9367, scimark_benchmark: 1345.7204, usercpu_time_millis: 2420, usercpu_time_millis_testing: 130, usercpu_time_millis_training: 2290,
Joaquin Vanschoren 9 years ago
ran flow weka.RandomSubSpace_REPTree(4) on task Supervised Classification on data set kc3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8187, f_measure: 0.8593, kappa: -0.0084, kb_relative_information_score: -56.2421, mean_absolute_error: 0.1604, mean_prior_absolute_error: 0.1716, number_of_instances: 458, precision: 0.8207, predictive_accuracy: 0.9017, prior_entropy: 0.4551, recall: 0.9017, relative_absolute_error: 0.9348, root_mean_prior_squared_error: 0.2917, root_mean_squared_error: 0.2797, root_relative_squared_error: 0.959, scimark_benchmark: 1329.8937, usercpu_time_millis: 510, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 480,
Joaquin Vanschoren 9 years ago
ran flow weka.RandomSubSpace_REPTree(4) on task Supervised Classification on data set prnn_fglass
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9231, f_measure: 0.712, kappa: 0.6376, kb_relative_information_score: 110.5762, mean_absolute_error: 0.1546, mean_prior_absolute_error: 0.2465, number_of_instances: 214, precision: 0.6939, predictive_accuracy: 0.743, prior_entropy: 2.1997, recall: 0.743, relative_absolute_error: 0.6273, root_mean_prior_squared_error: 0.3504, root_mean_squared_error: 0.2543, root_relative_squared_error: 0.7256, scimark_benchmark: 1331.7205, usercpu_time_millis: 140, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 120,
Joaquin Vanschoren 9 years ago
ran flow weka.RandomSubSpace_REPTree(4) on task Supervised Classification on data set ar6
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5853, f_measure: 0.7832, kb_relative_information_score: -3.1818, mean_absolute_error: 0.2506, mean_prior_absolute_error: 0.2577, number_of_instances: 101, precision: 0.725, predictive_accuracy: 0.8515, prior_entropy: 0.623, recall: 0.8515, relative_absolute_error: 0.9725, root_mean_prior_squared_error: 0.3557, root_mean_squared_error: 0.355, root_relative_squared_error: 0.9981, scimark_benchmark: 1329.8937, usercpu_time_millis: 100, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 90,
Joaquin Vanschoren 9 years ago
ran flow weka.RandomSubSpace_REPTree(4) on task Supervised Classification on data set ar1
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5174, f_measure: 0.8899, kb_relative_information_score: 1.035, mean_absolute_error: 0.1371, mean_prior_absolute_error: 0.1436, number_of_instances: 121, precision: 0.8568, predictive_accuracy: 0.9256, prior_entropy: 0.4067, recall: 0.9256, relative_absolute_error: 0.9547, root_mean_prior_squared_error: 0.2625, root_mean_squared_error: 0.2625, root_relative_squared_error: 0.9999, scimark_benchmark: 1329.8937, usercpu_time_millis: 80, usercpu_time_millis_training: 80,
Joaquin Vanschoren 9 years ago
ran flow weka.RandomSubSpace_REPTree(4) on task Supervised Classification on data set cm1_req
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5101, f_measure: 0.6771, kb_relative_information_score: 0.8683, mean_absolute_error: 0.3472, mean_prior_absolute_error: 0.3518, number_of_instances: 89, precision: 0.6011, predictive_accuracy: 0.7753, prior_entropy: 0.7794, recall: 0.7753, relative_absolute_error: 0.987, root_mean_prior_squared_error: 0.4174, root_mean_squared_error: 0.4164, root_relative_squared_error: 0.9975, scimark_benchmark: 1329.8937, usercpu_time_millis: 40, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 30,
Joaquin Vanschoren 9 years ago
ran flow weka.RandomSubSpace_REPTree(4) on task Supervised Classification on data set vehicle
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9973, f_measure: 0.9834, kappa: 0.9564, kb_relative_information_score: 668.709, mean_absolute_error: 0.0962, mean_prior_absolute_error: 0.3828, number_of_instances: 846, precision: 0.9834, predictive_accuracy: 0.9835, prior_entropy: 0.8241, recall: 0.9835, relative_absolute_error: 0.2512, root_mean_prior_squared_error: 0.4374, root_mean_squared_error: 0.1562, root_relative_squared_error: 0.3571, scimark_benchmark: 1329.8937, usercpu_time_millis: 540, usercpu_time_millis_testing: 80, usercpu_time_millis_training: 460,
Joaquin Vanschoren 9 years ago
ran flow weka.RandomSubSpace_REPTree(4) on task Supervised Classification on data set oh0.wc
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.986, f_measure: 0.865, kappa: 0.8402, kb_relative_information_score: 703.1867, mean_absolute_error: 0.0804, mean_prior_absolute_error: 0.1749, number_of_instances: 1003, precision: 0.8851, predictive_accuracy: 0.8614, prior_entropy: 3.1536, recall: 0.8614, relative_absolute_error: 0.4598, root_mean_prior_squared_error: 0.2957, root_mean_squared_error: 0.1661, root_relative_squared_error: 0.5615, scimark_benchmark: 1345.7204, usercpu_time_millis: 833310, usercpu_time_millis_testing: 13960, usercpu_time_millis_training: 819350,
Joaquin Vanschoren 9 years ago
ran flow weka.RandomSubSpace_REPTree(4) on task Supervised Classification on data set fri_c3_500_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9394, f_measure: 0.8642, kappa: 0.7228, kb_relative_information_score: 169.8446, mean_absolute_error: 0.3528, mean_prior_absolute_error: 0.4918, number_of_instances: 500, precision: 0.8704, predictive_accuracy: 0.866, prior_entropy: 0.9882, recall: 0.866, relative_absolute_error: 0.7173, root_mean_prior_squared_error: 0.4959, root_mean_squared_error: 0.3742, root_relative_squared_error: 0.7546, scimark_benchmark: 1329.8937, usercpu_time_millis: 1110, usercpu_time_millis_testing: 50, usercpu_time_millis_training: 1060,
Joaquin Vanschoren 9 years ago
ran flow weka.RandomSubSpace_REPTree(4) on task Supervised Classification on data set fri_c0_500_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9291, f_measure: 0.8577, kappa: 0.715, kb_relative_information_score: 155.6431, mean_absolute_error: 0.3707, mean_prior_absolute_error: 0.4994, number_of_instances: 500, precision: 0.859, predictive_accuracy: 0.858, prior_entropy: 0.9991, recall: 0.858, relative_absolute_error: 0.7423, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.3882, root_relative_squared_error: 0.777, scimark_benchmark: 1331.8954, usercpu_time_millis: 300, usercpu_time_millis_testing: 40, usercpu_time_millis_training: 260,
Joaquin Vanschoren 9 years ago
ran flow weka.RandomSubSpace_REPTree(4) on task Supervised Classification on data set analcatdata_seropositive
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9544, f_measure: 0.9695, kappa: 0.9326, kb_relative_information_score: 101.1518, mean_absolute_error: 0.1242, mean_prior_absolute_error: 0.4548, number_of_instances: 132, precision: 0.9699, predictive_accuracy: 0.9697, prior_entropy: 0.9347, recall: 0.9697, relative_absolute_error: 0.273, root_mean_prior_squared_error: 0.4765, root_mean_squared_error: 0.2079, root_relative_squared_error: 0.4363, scimark_benchmark: 1329.8937, usercpu_time_millis: 40, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 30,
Joaquin Vanschoren 9 years ago
ran flow weka.RandomSubSpace_REPTree(4) on task Supervised Classification on data set fri_c1_1000_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9634, f_measure: 0.881, kappa: 0.7572, kb_relative_information_score: 469.4161, mean_absolute_error: 0.2893, mean_prior_absolute_error: 0.4918, number_of_instances: 1000, precision: 0.8839, predictive_accuracy: 0.882, prior_entropy: 0.9882, recall: 0.882, relative_absolute_error: 0.5883, root_mean_prior_squared_error: 0.4959, root_mean_squared_error: 0.3246, root_relative_squared_error: 0.6545, scimark_benchmark: 1331.8954, usercpu_time_millis: 600, usercpu_time_millis_testing: 100, usercpu_time_millis_training: 500,
Joaquin Vanschoren 9 years ago
ran flow weka.RandomSubSpace_REPTree(4) on task Supervised Classification on data set fri_c3_100_5
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8466, f_measure: 0.7871, kappa: 0.5665, kb_relative_information_score: 31.1785, mean_absolute_error: 0.3584, mean_prior_absolute_error: 0.4929, number_of_instances: 100, precision: 0.7923, predictive_accuracy: 0.79, prior_entropy: 0.99, recall: 0.79, relative_absolute_error: 0.7271, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.4035, root_relative_squared_error: 0.8128, scimark_benchmark: 1329.8937, usercpu_time_millis: 40, usercpu_time_millis_training: 40,
Joaquin Vanschoren 9 years ago
ran flow weka.RandomSubSpace_REPTree(4) on task Supervised Classification on data set fri_c0_1000_25
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.937, f_measure: 0.8579, kappa: 0.7161, kb_relative_information_score: 319.9502, mean_absolute_error: 0.3666, mean_prior_absolute_error: 0.5, number_of_instances: 1000, precision: 0.8589, predictive_accuracy: 0.858, prior_entropy: 1, recall: 0.858, relative_absolute_error: 0.7333, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3848, root_relative_squared_error: 0.7696, scimark_benchmark: 1329.8937, usercpu_time_millis: 1560, usercpu_time_millis_testing: 110, usercpu_time_millis_training: 1450,
Joaquin Vanschoren 9 years ago
ran flow weka.RandomSubSpace_REPTree(4) on task Supervised Classification on data set rabe_148
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9908, f_measure: 0.9394, kappa: 0.8788, kb_relative_information_score: 51.1279, mean_absolute_error: 0.1298, mean_prior_absolute_error: 0.5, number_of_instances: 66, precision: 0.9394, predictive_accuracy: 0.9394, prior_entropy: 1, recall: 0.9394, relative_absolute_error: 0.2596, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1976, root_relative_squared_error: 0.3952, scimark_benchmark: 1331.8954, usercpu_time_millis: 20, usercpu_time_millis_training: 20,
Joaquin Vanschoren 9 years ago
ran flow weka.RandomSubSpace_REPTree(4) on task Supervised Classification on data set transplant
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9992, f_measure: 0.9847, kappa: 0.9671, kb_relative_information_score: 121.7661, mean_absolute_error: 0.0365, mean_prior_absolute_error: 0.4648, number_of_instances: 131, precision: 0.9847, predictive_accuracy: 0.9847, prior_entropy: 0.9495, recall: 0.9847, relative_absolute_error: 0.0785, root_mean_prior_squared_error: 0.4818, root_mean_squared_error: 0.1133, root_relative_squared_error: 0.2352, scimark_benchmark: 1331.8954, usercpu_time_millis: 20, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 10,
Joaquin Vanschoren 9 years ago
ran flow weka.RandomSubSpace_REPTree(4) on task Supervised Classification on data set fri_c2_500_25
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9246, f_measure: 0.8334, kappa: 0.6464, kb_relative_information_score: 199.8765, mean_absolute_error: 0.3096, mean_prior_absolute_error: 0.4768, number_of_instances: 500, precision: 0.8427, predictive_accuracy: 0.838, prior_entropy: 0.9664, recall: 0.838, relative_absolute_error: 0.6495, root_mean_prior_squared_error: 0.4882, root_mean_squared_error: 0.3532, root_relative_squared_error: 0.7236, scimark_benchmark: 1331.8954, usercpu_time_millis: 560, usercpu_time_millis_testing: 50, usercpu_time_millis_training: 510,
Joaquin Vanschoren 9 years ago
ran flow weka.RandomSubSpace_REPTree(4) on task Supervised Classification on data set sleuth_ex2015
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6689, f_measure: 0.7092, kappa: 0.4138, kb_relative_information_score: 10.2642, mean_absolute_error: 0.4257, mean_prior_absolute_error: 0.4952, number_of_instances: 60, precision: 0.7225, predictive_accuracy: 0.7167, prior_entropy: 0.9932, recall: 0.7167, relative_absolute_error: 0.8597, root_mean_prior_squared_error: 0.4975, root_mean_squared_error: 0.4578, root_relative_squared_error: 0.9202, scimark_benchmark: 1331.8954, usercpu_time_millis: 30, usercpu_time_millis_training: 30,
Joaquin Vanschoren 9 years ago
ran flow weka.RandomSubSpace_REPTree(4) on task Supervised Classification on data set auto93
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8847, f_measure: 0.7563, kappa: 0.4743, kb_relative_information_score: 28.8892, mean_absolute_error: 0.3381, mean_prior_absolute_error: 0.4701, number_of_instances: 93, precision: 0.7898, predictive_accuracy: 0.7742, prior_entropy: 0.9573, recall: 0.7742, relative_absolute_error: 0.7193, root_mean_prior_squared_error: 0.4845, root_mean_squared_error: 0.3863, root_relative_squared_error: 0.7975, scimark_benchmark: 1331.8954, usercpu_time_millis: 60, usercpu_time_millis_training: 60,
Joaquin Vanschoren 9 years ago
ran flow weka.RandomSubSpace_REPTree(4) on task Supervised Classification on data set hungarian
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.894, f_measure: 0.8178, kappa: 0.5982, kb_relative_information_score: 113.9712, mean_absolute_error: 0.3005, mean_prior_absolute_error: 0.4614, number_of_instances: 294, precision: 0.823, predictive_accuracy: 0.8231, prior_entropy: 0.9439, recall: 0.8231, relative_absolute_error: 0.6513, root_mean_prior_squared_error: 0.4802, root_mean_squared_error: 0.3624, root_relative_squared_error: 0.7548, scimark_benchmark: 1331.8954, usercpu_time_millis: 140, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 120,
Joaquin Vanschoren 9 years ago
ran flow weka.RandomSubSpace_REPTree(4) on task Supervised Classification on data set fri_c0_1000_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9392, f_measure: 0.845, kappa: 0.6898, kb_relative_information_score: 306.9606, mean_absolute_error: 0.3724, mean_prior_absolute_error: 0.4998, number_of_instances: 1000, precision: 0.8451, predictive_accuracy: 0.845, prior_entropy: 0.9998, recall: 0.845, relative_absolute_error: 0.7451, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.3889, root_relative_squared_error: 0.778, scimark_benchmark: 1331.8954, usercpu_time_millis: 700, usercpu_time_millis_testing: 110, usercpu_time_millis_training: 590,
Joaquin Vanschoren 9 years ago
ran flow weka.RandomSubSpace_REPTree(4) on task Supervised Classification on data set fri_c4_500_25
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9393, f_measure: 0.8551, kappa: 0.7036, kb_relative_information_score: 210.2723, mean_absolute_error: 0.3104, mean_prior_absolute_error: 0.4908, number_of_instances: 500, precision: 0.8565, predictive_accuracy: 0.856, prior_entropy: 0.9867, recall: 0.856, relative_absolute_error: 0.6324, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.3478, root_relative_squared_error: 0.7022, scimark_benchmark: 1331.8954, usercpu_time_millis: 540, usercpu_time_millis_testing: 40, usercpu_time_millis_training: 500,
Joaquin Vanschoren 9 years ago
ran flow weka.RandomSubSpace_REPTree(4) on task Supervised Classification on data set fri_c1_100_5
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8622, f_measure: 0.84, kappa: 0.6768, kb_relative_information_score: 38.4178, mean_absolute_error: 0.3309, mean_prior_absolute_error: 0.4951, number_of_instances: 100, precision: 0.84, predictive_accuracy: 0.84, prior_entropy: 0.9931, recall: 0.84, relative_absolute_error: 0.6683, root_mean_prior_squared_error: 0.4975, root_mean_squared_error: 0.3806, root_relative_squared_error: 0.765, scimark_benchmark: 1328.1857, usercpu_time_millis: 40, usercpu_time_millis_training: 40,
Joaquin Vanschoren 9 years ago
ran flow weka.RandomSubSpace_REPTree(4) on task Supervised Classification on data set mushroom
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 8049.4756, mean_absolute_error: 0.0062, mean_prior_absolute_error: 0.4994, number_of_instances: 8124, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9991, recall: 1, relative_absolute_error: 0.0125, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.0153, root_relative_squared_error: 0.0306, scimark_benchmark: 1331.8954, usercpu_time_millis: 2820, usercpu_time_millis_testing: 610, usercpu_time_millis_training: 2210,
Joaquin Vanschoren 9 years ago
ran flow weka.RandomSubSpace_REPTree(4) on task Supervised Classification on data set delta_ailerons
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9757, f_measure: 0.9433, kappa: 0.8861, kb_relative_information_score: 5013.465, mean_absolute_error: 0.1718, mean_prior_absolute_error: 0.4981, number_of_instances: 7129, precision: 0.9435, predictive_accuracy: 0.9433, prior_entropy: 0.9973, recall: 0.9433, relative_absolute_error: 0.345, root_mean_prior_squared_error: 0.4991, root_mean_squared_error: 0.2357, root_relative_squared_error: 0.4723, scimark_benchmark: 1328.1857, usercpu_time_millis: 3330, usercpu_time_millis_testing: 650, usercpu_time_millis_training: 2680,
Joaquin Vanschoren 9 years ago
ran flow weka.RandomSubSpace_REPTree(4) on task Supervised Classification on data set diggle_table_a2
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9935, kappa: 0.987, kb_relative_information_score: 295.138, mean_absolute_error: 0.0292, mean_prior_absolute_error: 0.4979, number_of_instances: 310, precision: 0.9936, predictive_accuracy: 0.9935, prior_entropy: 0.997, recall: 0.9935, relative_absolute_error: 0.0586, root_mean_prior_squared_error: 0.499, root_mean_squared_error: 0.0764, root_relative_squared_error: 0.1532, scimark_benchmark: 1329.4762, usercpu_time_millis: 80, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 60,
Joaquin Vanschoren 9 years ago
ran flow weka.RandomSubSpace_REPTree(4) on task Supervised Classification on data set diggle_table_a1
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6783, f_measure: 0.6435, kappa: 0.2867, kb_relative_information_score: 3.8174, mean_absolute_error: 0.4673, mean_prior_absolute_error: 0.4992, number_of_instances: 48, precision: 0.6463, predictive_accuracy: 0.6458, prior_entropy: 0.9988, recall: 0.6458, relative_absolute_error: 0.9362, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.4828, root_relative_squared_error: 0.9665, scimark_benchmark: 1329.4762, usercpu_time_millis: 20, usercpu_time_millis_training: 20,
Joaquin Vanschoren 9 years ago
ran flow weka.RandomSubSpace_REPTree(4) on task Supervised Classification on data set fri_c3_1000_5
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9541, f_measure: 0.8855, kappa: 0.7668, kb_relative_information_score: 509.3501, mean_absolute_error: 0.2664, mean_prior_absolute_error: 0.4921, number_of_instances: 1000, precision: 0.8863, predictive_accuracy: 0.886, prior_entropy: 0.9886, recall: 0.886, relative_absolute_error: 0.5414, root_mean_prior_squared_error: 0.496, root_mean_squared_error: 0.3173, root_relative_squared_error: 0.6396, scimark_benchmark: 1329.4762, usercpu_time_millis: 410, usercpu_time_millis_testing: 90, usercpu_time_millis_training: 320,
Joaquin Vanschoren 9 years ago
ran flow weka.RandomSubSpace_REPTree(4) on task Supervised Classification on data set fri_c3_250_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9519, f_measure: 0.8878, kappa: 0.774, kb_relative_information_score: 110.7786, mean_absolute_error: 0.3065, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.8881, predictive_accuracy: 0.888, prior_entropy: 0.9955, recall: 0.888, relative_absolute_error: 0.617, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.3375, root_relative_squared_error: 0.6771, scimark_benchmark: 1329.4762, usercpu_time_millis: 130, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 110,
Joaquin Vanschoren 9 years ago
ran flow weka.RandomSubSpace_REPTree(4) on task Supervised Classification on data set diabetes_numeric
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6222, f_measure: 0.717, kappa: 0.411, kb_relative_information_score: 4.3195, mean_absolute_error: 0.4434, mean_prior_absolute_error: 0.4791, number_of_instances: 43, precision: 0.7778, predictive_accuracy: 0.7442, prior_entropy: 0.971, recall: 0.7442, relative_absolute_error: 0.9255, root_mean_prior_squared_error: 0.4889, root_mean_squared_error: 0.462, root_relative_squared_error: 0.9449, scimark_benchmark: 1331.8954, usercpu_time_millis: 20, usercpu_time_millis_training: 20,
Joaquin Vanschoren 9 years ago
ran flow weka.RandomSubSpace_REPTree(4) on task Supervised Classification on data set newton_hema
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8602, f_measure: 0.8139, kappa: 0.6286, kb_relative_information_score: 53.4008, mean_absolute_error: 0.3275, mean_prior_absolute_error: 0.5, number_of_instances: 140, precision: 0.8166, predictive_accuracy: 0.8143, prior_entropy: 1, recall: 0.8143, relative_absolute_error: 0.655, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3894, root_relative_squared_error: 0.7789, scimark_benchmark: 1328.1857, usercpu_time_millis: 50, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 40,
Joaquin Vanschoren 9 years ago
ran flow weka.RandomSubSpace_REPTree(4) on task Supervised Classification on data set quake
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5405, f_measure: 0.5126, kappa: 0.0471, kb_relative_information_score: 26.3409, mean_absolute_error: 0.4889, mean_prior_absolute_error: 0.4939, number_of_instances: 2178, precision: 0.5373, predictive_accuracy: 0.5542, prior_entropy: 0.9912, recall: 0.5542, relative_absolute_error: 0.9898, root_mean_prior_squared_error: 0.497, root_mean_squared_error: 0.4979, root_relative_squared_error: 1.0018, scimark_benchmark: 1331.8954, usercpu_time_millis: 1330, usercpu_time_millis_testing: 370, usercpu_time_millis_training: 960,
Joaquin Vanschoren 9 years ago
ran flow weka.RandomSubSpace_REPTree(4) on task Supervised Classification on data set bank8FM
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.984, f_measure: 0.9228, kappa: 0.8386, kb_relative_information_score: 3357.806, mean_absolute_error: 0.3177, mean_prior_absolute_error: 0.4815, number_of_instances: 8192, precision: 0.9261, predictive_accuracy: 0.9237, prior_entropy: 0.9731, recall: 0.9237, relative_absolute_error: 0.6598, root_mean_prior_squared_error: 0.4906, root_mean_squared_error: 0.3375, root_relative_squared_error: 0.6878, scimark_benchmark: 1329.4762, usercpu_time_millis: 6720, usercpu_time_millis_testing: 1190, usercpu_time_millis_training: 5530,
Joaquin Vanschoren 9 years ago
ran flow weka.RandomSubSpace_REPTree(4) on task Supervised Classification on data set fri_c3_100_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8421, f_measure: 0.756, kappa: 0.4872, kb_relative_information_score: 24.6411, mean_absolute_error: 0.3797, mean_prior_absolute_error: 0.4804, number_of_instances: 100, precision: 0.7578, predictive_accuracy: 0.76, prior_entropy: 0.9721, recall: 0.76, relative_absolute_error: 0.7905, root_mean_prior_squared_error: 0.4899, root_mean_squared_error: 0.4102, root_relative_squared_error: 0.8373, scimark_benchmark: 1328.1857, usercpu_time_millis: 60, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 50,
Joaquin Vanschoren 9 years ago
ran flow weka.RandomSubSpace_REPTree(4) on task Supervised Classification on data set fri_c1_500_25
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9416, f_measure: 0.8736, kappa: 0.7458, kb_relative_information_score: 201.3468, mean_absolute_error: 0.3258, mean_prior_absolute_error: 0.4977, number_of_instances: 500, precision: 0.8748, predictive_accuracy: 0.874, prior_entropy: 0.9967, recall: 0.874, relative_absolute_error: 0.6547, root_mean_prior_squared_error: 0.4988, root_mean_squared_error: 0.3548, root_relative_squared_error: 0.7113, scimark_benchmark: 1328.1857, usercpu_time_millis: 570, usercpu_time_millis_testing: 40, usercpu_time_millis_training: 530,
Joaquin Vanschoren 9 years ago
ran flow weka.RandomSubSpace_REPTree(4) on task Supervised Classification on data set strikes
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9952, kappa: 0.9904, kb_relative_information_score: 441.4131, mean_absolute_error: 0.1791, mean_prior_absolute_error: 0.5, number_of_instances: 625, precision: 0.9952, predictive_accuracy: 0.9952, prior_entropy: 1, recall: 0.9952, relative_absolute_error: 0.3583, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1993, root_relative_squared_error: 0.3986, scimark_benchmark: 1328.1857, usercpu_time_millis: 230, usercpu_time_millis_testing: 60, usercpu_time_millis_training: 170,
Joaquin Vanschoren 9 years ago
ran flow weka.RandomSubSpace_REPTree(4) on task Supervised Classification on data set autoPrice
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9966, f_measure: 0.9492, kappa: 0.8858, kb_relative_information_score: 133.0201, mean_absolute_error: 0.0814, mean_prior_absolute_error: 0.4492, number_of_instances: 159, precision: 0.9501, predictive_accuracy: 0.9497, prior_entropy: 0.9264, recall: 0.9497, relative_absolute_error: 0.1811, root_mean_prior_squared_error: 0.4736, root_mean_squared_error: 0.1631, root_relative_squared_error: 0.3444, scimark_benchmark: 1328.1857, usercpu_time_millis: 50, usercpu_time_millis_training: 50,
Joaquin Vanschoren 9 years ago
ran flow weka.RandomSubSpace_REPTree(4) on task Supervised Classification on data set fri_c0_100_5
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8655, f_measure: 0.8098, kappa: 0.6169, kb_relative_information_score: 27.8479, mean_absolute_error: 0.3812, mean_prior_absolute_error: 0.4969, number_of_instances: 100, precision: 0.8098, predictive_accuracy: 0.81, prior_entropy: 0.9956, recall: 0.81, relative_absolute_error: 0.7671, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.406, root_relative_squared_error: 0.8145, scimark_benchmark: 1331.8954, usercpu_time_millis: 50, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 40,
Joaquin Vanschoren 9 years ago
ran flow weka.RandomSubSpace_REPTree(4) on task Supervised Classification on data set pm10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6315, f_measure: 0.6034, kappa: 0.2099, kb_relative_information_score: 28.8088, mean_absolute_error: 0.4775, mean_prior_absolute_error: 0.4999, number_of_instances: 500, precision: 0.6074, predictive_accuracy: 0.606, prior_entropy: 0.9998, recall: 0.606, relative_absolute_error: 0.9552, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.4867, root_relative_squared_error: 0.9734, scimark_benchmark: 1328.1857, usercpu_time_millis: 330, usercpu_time_millis_testing: 60, usercpu_time_millis_training: 270,