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Rafael Gomes Mantovani 9 years ago
ran flow classif.cforest(4) on task Supervised Classification on data set fri_c1_100_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5576, f_measure: 0.5388, kappa: 0.1243, kb_relative_information_score: 18.3384, mean_absolute_error: 0.4, mean_prior_absolute_error: 0.4929, number_of_instances: 100, precision: 0.615, predictive_accuracy: 0.6, prior_entropy: 0.99, recall: 0.6, relative_absolute_error: 0.8115, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.6325, root_relative_squared_error: 1.2741, usercpu_time_millis: 5.739, usercpu_time_millis_testing: 0.396, usercpu_time_millis_training: 5.343,
Rafael Gomes Mantovani 9 years ago
ran flow classif.gbm(3) on task Supervised Classification on data set fri_c1_100_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.4021, kb_relative_information_score: 10.1763, mean_absolute_error: 0.44, mean_prior_absolute_error: 0.4929, number_of_instances: 100, precision: 0.3136, predictive_accuracy: 0.56, prior_entropy: 0.99, recall: 0.56, relative_absolute_error: 0.8926, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.6633, root_relative_squared_error: 1.3363, usercpu_time_millis: 0.843, usercpu_time_millis_testing: 0.088, usercpu_time_millis_training: 0.755,
Rafael Gomes Mantovani 9 years ago
ran flow classif.glmnet(1) on task Supervised Classification on data set fri_c1_100_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5966, f_measure: 0.6008, kappa: 0.1922, kb_relative_information_score: 18.3384, mean_absolute_error: 0.4, mean_prior_absolute_error: 0.4929, number_of_instances: 100, precision: 0.6021, predictive_accuracy: 0.6, prior_entropy: 0.99, recall: 0.6, relative_absolute_error: 0.8115, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.6325, root_relative_squared_error: 1.2741, usercpu_time_millis: 5.041, usercpu_time_millis_testing: 0.231, usercpu_time_millis_training: 4.81,
Rafael Gomes Mantovani 9 years ago
ran flow classif.hdrda(2) on task Supervised Classification on data set fri_c1_100_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6031, f_measure: 0.6095, kappa: 0.2067, kb_relative_information_score: 20.3789, mean_absolute_error: 0.39, mean_prior_absolute_error: 0.4929, number_of_instances: 100, precision: 0.6091, predictive_accuracy: 0.61, prior_entropy: 0.99, recall: 0.61, relative_absolute_error: 0.7912, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.6245, root_relative_squared_error: 1.2581, usercpu_time_millis: 0.201, usercpu_time_millis_testing: 0.027, usercpu_time_millis_training: 0.174,
Rafael Gomes Mantovani 9 years ago
ran flow classif.IBk(5) on task Supervised Classification on data set fri_c1_100_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5674, f_measure: 0.5712, kappa: 0.1338, kb_relative_information_score: 12.2168, mean_absolute_error: 0.43, mean_prior_absolute_error: 0.4929, number_of_instances: 100, precision: 0.5734, predictive_accuracy: 0.57, prior_entropy: 0.99, recall: 0.57, relative_absolute_error: 0.8723, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.6557, root_relative_squared_error: 1.321, usercpu_time_millis: 3.19, usercpu_time_millis_testing: 1.383, usercpu_time_millis_training: 1.807,
Rafael Gomes Mantovani 9 years ago
ran flow classif.kknn(2) on task Supervised Classification on data set fri_c1_100_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5625, f_measure: 0.5694, kappa: 0.1253, kb_relative_information_score: 12.2168, mean_absolute_error: 0.43, mean_prior_absolute_error: 0.4929, number_of_instances: 100, precision: 0.569, predictive_accuracy: 0.57, prior_entropy: 0.99, recall: 0.57, relative_absolute_error: 0.8723, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.6557, root_relative_squared_error: 1.321, usercpu_time_millis: 0.415, usercpu_time_millis_testing: 0.394, usercpu_time_millis_training: 0.021,
Rafael Gomes Mantovani 9 years ago
ran flow classif.LiblineaRL2LogReg(4) on task Supervised Classification on data set fri_c1_100_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5852, f_measure: 0.5905, kappa: 0.17, kb_relative_information_score: 16.2978, mean_absolute_error: 0.41, mean_prior_absolute_error: 0.4929, number_of_instances: 100, precision: 0.591, predictive_accuracy: 0.59, prior_entropy: 0.99, recall: 0.59, relative_absolute_error: 0.8317, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.6403, root_relative_squared_error: 1.2899, usercpu_time_millis: 0.063, usercpu_time_millis_testing: 0.015, usercpu_time_millis_training: 0.048,
Rafael Gomes Mantovani 9 years ago
ran flow classif.OneR(4) on task Supervised Classification on data set fri_c1_100_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7159, f_measure: 0.72, kappa: 0.4318, kb_relative_information_score: 42.8247, mean_absolute_error: 0.28, mean_prior_absolute_error: 0.4929, number_of_instances: 100, precision: 0.72, predictive_accuracy: 0.72, prior_entropy: 0.99, recall: 0.72, relative_absolute_error: 0.568, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.5292, root_relative_squared_error: 1.066, usercpu_time_millis: 3.123, usercpu_time_millis_testing: 1.324, usercpu_time_millis_training: 1.799,
Rafael Gomes Mantovani 9 years ago
ran flow classif.plsdaCaret(5) on task Supervised Classification on data set fri_c1_100_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6144, f_measure: 0.62, kappa: 0.2289, kb_relative_information_score: 22.4194, mean_absolute_error: 0.38, mean_prior_absolute_error: 0.4929, number_of_instances: 100, precision: 0.62, predictive_accuracy: 0.62, prior_entropy: 0.99, recall: 0.62, relative_absolute_error: 0.7709, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.6164, root_relative_squared_error: 1.2419, usercpu_time_millis: 0.232, usercpu_time_millis_testing: 0.041, usercpu_time_millis_training: 0.191,
Rafael Gomes Mantovani 9 years ago
ran flow classif.randomForestSRC(5) on task Supervised Classification on data set fri_c1_100_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6648, f_measure: 0.6733, kappa: 0.3438, kb_relative_information_score: 36.7031, mean_absolute_error: 0.31, mean_prior_absolute_error: 0.4929, number_of_instances: 100, precision: 0.7018, predictive_accuracy: 0.69, prior_entropy: 0.99, recall: 0.69, relative_absolute_error: 0.6289, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.5568, root_relative_squared_error: 1.1217, usercpu_time_millis: 8.22, usercpu_time_millis_testing: 1.206, usercpu_time_millis_training: 7.014,
Rafael Gomes Mantovani 9 years ago
ran flow classif.ranger(3) on task Supervised Classification on data set fri_c1_100_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6623, f_measure: 0.6698, kappa: 0.3404, kb_relative_information_score: 36.7031, mean_absolute_error: 0.31, mean_prior_absolute_error: 0.4929, number_of_instances: 100, precision: 0.7077, predictive_accuracy: 0.69, prior_entropy: 0.99, recall: 0.69, relative_absolute_error: 0.6289, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.5568, root_relative_squared_error: 1.1217, usercpu_time_millis: 1.21, usercpu_time_millis_testing: 0.147, usercpu_time_millis_training: 1.063,
Rafael Gomes Mantovani 9 years ago
ran flow classif.rpart(38) on task Supervised Classification on data set fri_c1_100_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7192, f_measure: 0.7103, kappa: 0.4269, kb_relative_information_score: 40.7842, mean_absolute_error: 0.29, mean_prior_absolute_error: 0.4929, number_of_instances: 100, precision: 0.728, predictive_accuracy: 0.71, prior_entropy: 0.99, recall: 0.71, relative_absolute_error: 0.5883, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.5385, root_relative_squared_error: 1.0849, usercpu_time_millis: 0.463, usercpu_time_millis_testing: 0.151, usercpu_time_millis_training: 0.312,
Rafael Gomes Mantovani 9 years ago
ran flow classif.rda(4) on task Supervised Classification on data set fri_c1_100_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5917, f_measure: 0.5989, kappa: 0.1843, kb_relative_information_score: 18.3384, mean_absolute_error: 0.4, mean_prior_absolute_error: 0.4929, number_of_instances: 100, precision: 0.5982, predictive_accuracy: 0.6, prior_entropy: 0.99, recall: 0.6, relative_absolute_error: 0.8115, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.6325, root_relative_squared_error: 1.2741, usercpu_time_millis: 16.877, usercpu_time_millis_testing: 0.148, usercpu_time_millis_training: 16.729,
Rafael Gomes Mantovani 9 years ago
ran flow classif.saeDNN(3) on task Supervised Classification on data set fri_c1_100_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.4021, kb_relative_information_score: 10.1763, mean_absolute_error: 0.44, mean_prior_absolute_error: 0.4929, number_of_instances: 100, precision: 0.3136, predictive_accuracy: 0.56, prior_entropy: 0.99, recall: 0.56, relative_absolute_error: 0.8926, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.6633, root_relative_squared_error: 1.3363, usercpu_time_millis: 0.226, usercpu_time_millis_testing: 0.036, usercpu_time_millis_training: 0.19,
Rafael Gomes Mantovani 9 years ago
ran flow classif.sparseLDA(1) on task Supervised Classification on data set fri_c1_100_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6031, f_measure: 0.6095, kappa: 0.2067, kb_relative_information_score: 20.3789, mean_absolute_error: 0.39, mean_prior_absolute_error: 0.4929, number_of_instances: 100, precision: 0.6091, predictive_accuracy: 0.61, prior_entropy: 0.99, recall: 0.61, relative_absolute_error: 0.7912, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.6245, root_relative_squared_error: 1.2581, usercpu_time_millis: 1.722, usercpu_time_millis_testing: 0.048, usercpu_time_millis_training: 1.674,
Rafael Gomes Mantovani 9 years ago
ran flow classif.avNNet(5) on task Supervised Classification on data set fri_c2_100_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.649, f_measure: 0.6519, kappa: 0.2932, kb_relative_information_score: 27.376, mean_absolute_error: 0.35, mean_prior_absolute_error: 0.4875, number_of_instances: 100, precision: 0.6571, predictive_accuracy: 0.65, prior_entropy: 0.9822, recall: 0.65, relative_absolute_error: 0.718, root_mean_prior_squared_error: 0.4936, root_mean_squared_error: 0.5916, root_relative_squared_error: 1.1987, usercpu_time_millis: 3.28, usercpu_time_millis_testing: 0.644, usercpu_time_millis_training: 2.636,
Rafael Gomes Mantovani 9 years ago
ran flow classif.ada(5) on task Supervised Classification on data set fri_c2_100_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8596, f_measure: 0.8604, kappa: 0.7145, kb_relative_information_score: 70.9067, mean_absolute_error: 0.14, mean_prior_absolute_error: 0.4875, number_of_instances: 100, precision: 0.8615, predictive_accuracy: 0.86, prior_entropy: 0.9822, recall: 0.86, relative_absolute_error: 0.2872, root_mean_prior_squared_error: 0.4936, root_mean_squared_error: 0.3742, root_relative_squared_error: 0.7581, usercpu_time_millis: 27.541, usercpu_time_millis_testing: 5.45, usercpu_time_millis_training: 22.091,
Rafael Gomes Mantovani 9 years ago
ran flow classif.binomial(5) on task Supervised Classification on data set fri_c2_100_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5226, f_measure: 0.5319, kappa: 0.0447, kb_relative_information_score: 2.5014, mean_absolute_error: 0.47, mean_prior_absolute_error: 0.4875, number_of_instances: 100, precision: 0.5347, predictive_accuracy: 0.53, prior_entropy: 0.9822, recall: 0.53, relative_absolute_error: 0.9642, root_mean_prior_squared_error: 0.4936, root_mean_squared_error: 0.6856, root_relative_squared_error: 1.389, usercpu_time_millis: 0.64, usercpu_time_millis_testing: 0.125, usercpu_time_millis_training: 0.515,
Rafael Gomes Mantovani 9 years ago
ran flow classif.ctree(4) on task Supervised Classification on data set fri_c2_100_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8239, f_measure: 0.8297, kappa: 0.6499, kb_relative_information_score: 64.688, mean_absolute_error: 0.17, mean_prior_absolute_error: 0.4875, number_of_instances: 100, precision: 0.8296, predictive_accuracy: 0.83, prior_entropy: 0.9822, recall: 0.83, relative_absolute_error: 0.3488, root_mean_prior_squared_error: 0.4936, root_mean_squared_error: 0.4123, root_relative_squared_error: 0.8354, usercpu_time_millis: 1.791, usercpu_time_millis_testing: 0.367, usercpu_time_millis_training: 1.424,
Rafael Gomes Mantovani 9 years ago
ran flow classif.IBk(5) on task Supervised Classification on data set fri_c2_100_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6034, f_measure: 0.6168, kappa: 0.2097, kb_relative_information_score: 21.1574, mean_absolute_error: 0.38, mean_prior_absolute_error: 0.4875, number_of_instances: 100, precision: 0.6157, predictive_accuracy: 0.62, prior_entropy: 0.9822, recall: 0.62, relative_absolute_error: 0.7796, root_mean_prior_squared_error: 0.4936, root_mean_squared_error: 0.6164, root_relative_squared_error: 1.249, usercpu_time_millis: 3.086, usercpu_time_millis_testing: 1.289, usercpu_time_millis_training: 1.797,
Rafael Gomes Mantovani 9 years ago
ran flow classif.J48(20) on task Supervised Classification on data set fri_c2_100_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8153, f_measure: 0.82, kappa: 0.6305, kb_relative_information_score: 62.6151, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.4875, number_of_instances: 100, precision: 0.82, predictive_accuracy: 0.82, prior_entropy: 0.9822, recall: 0.82, relative_absolute_error: 0.3693, root_mean_prior_squared_error: 0.4936, root_mean_squared_error: 0.4243, root_relative_squared_error: 0.8596, usercpu_time_millis: 3.777, usercpu_time_millis_testing: 1.502, usercpu_time_millis_training: 2.275,
Rafael Gomes Mantovani 9 years ago
ran flow classif.JRip(7) on task Supervised Classification on data set fri_c2_100_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8411, f_measure: 0.8491, kappa: 0.6891, kb_relative_information_score: 68.8338, mean_absolute_error: 0.15, mean_prior_absolute_error: 0.4875, number_of_instances: 100, precision: 0.8498, predictive_accuracy: 0.85, prior_entropy: 0.9822, recall: 0.85, relative_absolute_error: 0.3077, root_mean_prior_squared_error: 0.4936, root_mean_squared_error: 0.3873, root_relative_squared_error: 0.7847, usercpu_time_millis: 3.375, usercpu_time_millis_testing: 1.21, usercpu_time_millis_training: 2.165,
Rafael Gomes Mantovani 9 years ago
ran flow classif.kknn(2) on task Supervised Classification on data set fri_c2_100_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6379, f_measure: 0.6531, kappa: 0.2833, kb_relative_information_score: 29.4489, mean_absolute_error: 0.34, mean_prior_absolute_error: 0.4875, number_of_instances: 100, precision: 0.6549, predictive_accuracy: 0.66, prior_entropy: 0.9822, recall: 0.66, relative_absolute_error: 0.6975, root_mean_prior_squared_error: 0.4936, root_mean_squared_error: 0.5831, root_relative_squared_error: 1.1814, usercpu_time_millis: 0.427, usercpu_time_millis_testing: 0.407, usercpu_time_millis_training: 0.02,
Rafael Gomes Mantovani 9 years ago
ran flow classif.lda(9) on task Supervised Classification on data set fri_c2_100_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.649, f_measure: 0.6519, kappa: 0.2932, kb_relative_information_score: 27.376, mean_absolute_error: 0.35, mean_prior_absolute_error: 0.4875, number_of_instances: 100, precision: 0.6571, predictive_accuracy: 0.65, prior_entropy: 0.9822, recall: 0.65, relative_absolute_error: 0.718, root_mean_prior_squared_error: 0.4936, root_mean_squared_error: 0.5916, root_relative_squared_error: 1.1987, usercpu_time_millis: 0.471, usercpu_time_millis_testing: 0.133, usercpu_time_millis_training: 0.338,
Rafael Gomes Mantovani 9 years ago
ran flow classif.LiblineaRL1LogReg(4) on task Supervised Classification on data set fri_c2_100_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7192, f_measure: 0.7214, kappa: 0.4327, kb_relative_information_score: 41.8863, mean_absolute_error: 0.28, mean_prior_absolute_error: 0.4875, number_of_instances: 100, precision: 0.725, predictive_accuracy: 0.72, prior_entropy: 0.9822, recall: 0.72, relative_absolute_error: 0.5744, root_mean_prior_squared_error: 0.4936, root_mean_squared_error: 0.5292, root_relative_squared_error: 1.0721, usercpu_time_millis: 0.141, usercpu_time_millis_testing: 0.021, usercpu_time_millis_training: 0.12,
Rafael Gomes Mantovani 9 years ago
ran flow classif.mda(1) on task Supervised Classification on data set fri_c2_100_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5776, f_measure: 0.5893, kappa: 0.1557, kb_relative_information_score: 14.9387, mean_absolute_error: 0.41, mean_prior_absolute_error: 0.4875, number_of_instances: 100, precision: 0.5887, predictive_accuracy: 0.59, prior_entropy: 0.9822, recall: 0.59, relative_absolute_error: 0.8411, root_mean_prior_squared_error: 0.4936, root_mean_squared_error: 0.6403, root_relative_squared_error: 1.2973, usercpu_time_millis: 0.796, usercpu_time_millis_testing: 0.075, usercpu_time_millis_training: 0.721,
Rafael Gomes Mantovani 9 years ago
ran flow classif.multinom(5) on task Supervised Classification on data set fri_c2_100_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5345, f_measure: 0.5422, kappa: 0.0681, kb_relative_information_score: 4.5743, mean_absolute_error: 0.46, mean_prior_absolute_error: 0.4875, number_of_instances: 100, precision: 0.5462, predictive_accuracy: 0.54, prior_entropy: 0.9822, recall: 0.54, relative_absolute_error: 0.9437, root_mean_prior_squared_error: 0.4936, root_mean_squared_error: 0.6782, root_relative_squared_error: 1.3742, usercpu_time_millis: 0.435, usercpu_time_millis_testing: 0.143, usercpu_time_millis_training: 0.292,
Rafael Gomes Mantovani 9 years ago
ran flow classif.mlp(5) on task Supervised Classification on data set fri_c2_100_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6437, f_measure: 0.6423, kappa: 0.28, kb_relative_information_score: 25.3032, mean_absolute_error: 0.36, mean_prior_absolute_error: 0.4875, number_of_instances: 100, precision: 0.6528, predictive_accuracy: 0.64, prior_entropy: 0.9822, recall: 0.64, relative_absolute_error: 0.7385, root_mean_prior_squared_error: 0.4936, root_mean_squared_error: 0.6, root_relative_squared_error: 1.2157, usercpu_time_millis: 11.197, usercpu_time_millis_testing: 1.487, usercpu_time_millis_training: 9.71,
Rafael Gomes Mantovani 9 years ago
ran flow classif.neuralnet(3) on task Supervised Classification on data set fri_c2_100_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6457, f_measure: 0.6514, kappa: 0.2886, kb_relative_information_score: 27.376, mean_absolute_error: 0.35, mean_prior_absolute_error: 0.4875, number_of_instances: 100, precision: 0.6539, predictive_accuracy: 0.65, prior_entropy: 0.9822, recall: 0.65, relative_absolute_error: 0.718, root_mean_prior_squared_error: 0.4936, root_mean_squared_error: 0.5916, root_relative_squared_error: 1.1987, usercpu_time_millis: 1.456, usercpu_time_millis_testing: 0.034, usercpu_time_millis_training: 1.422,
Rafael Gomes Mantovani 9 years ago
ran flow classif.nnet(3) on task Supervised Classification on data set fri_c2_100_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5788, f_measure: 0.5825, kappa: 0.1546, kb_relative_information_score: 12.8658, mean_absolute_error: 0.42, mean_prior_absolute_error: 0.4875, number_of_instances: 100, precision: 0.5892, predictive_accuracy: 0.58, prior_entropy: 0.9822, recall: 0.58, relative_absolute_error: 0.8616, root_mean_prior_squared_error: 0.4936, root_mean_squared_error: 0.6481, root_relative_squared_error: 1.3131, usercpu_time_millis: 0.812, usercpu_time_millis_testing: 0.154, usercpu_time_millis_training: 0.658,
Rafael Gomes Mantovani 9 years ago
ran flow classif.OneR(4) on task Supervised Classification on data set fri_c2_100_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8768, f_measure: 0.88, kappa: 0.7537, kb_relative_information_score: 75.0525, mean_absolute_error: 0.12, mean_prior_absolute_error: 0.4875, number_of_instances: 100, precision: 0.88, predictive_accuracy: 0.88, prior_entropy: 0.9822, recall: 0.88, relative_absolute_error: 0.2462, root_mean_prior_squared_error: 0.4936, root_mean_squared_error: 0.3464, root_relative_squared_error: 0.7019, usercpu_time_millis: 2.704, usercpu_time_millis_testing: 1.129, usercpu_time_millis_training: 1.575,
Rafael Gomes Mantovani 9 years ago
ran flow classif.avNNet(5) on task Supervised Classification on data set fri_c4_100_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5154, f_measure: 0.521, kappa: 0.0307, kb_relative_information_score: 2.0142, mean_absolute_error: 0.48, mean_prior_absolute_error: 0.4929, number_of_instances: 100, precision: 0.5224, predictive_accuracy: 0.52, prior_entropy: 0.99, recall: 0.52, relative_absolute_error: 0.9737, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.6928, root_relative_squared_error: 1.3957, usercpu_time_millis: 3.883, usercpu_time_millis_testing: 0.777, usercpu_time_millis_training: 3.106,
Rafael Gomes Mantovani 9 years ago
ran flow classif.xgboost(4) on task Supervised Classification on data set fri_c2_100_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8272, f_measure: 0.8303, kappa: 0.6522, kb_relative_information_score: 64.688, mean_absolute_error: 0.17, mean_prior_absolute_error: 0.4875, number_of_instances: 100, precision: 0.8307, predictive_accuracy: 0.83, prior_entropy: 0.9822, recall: 0.83, relative_absolute_error: 0.3488, root_mean_prior_squared_error: 0.4936, root_mean_squared_error: 0.4123, root_relative_squared_error: 0.8354, usercpu_time_millis: 4.158, usercpu_time_millis_testing: 0.506, usercpu_time_millis_training: 3.652,
Rafael Gomes Mantovani 9 years ago
ran flow classif.ada(5) on task Supervised Classification on data set fri_c4_100_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6599, f_measure: 0.6611, kappa: 0.3167, kb_relative_information_score: 30.5815, mean_absolute_error: 0.34, mean_prior_absolute_error: 0.4929, number_of_instances: 100, precision: 0.6643, predictive_accuracy: 0.66, prior_entropy: 0.99, recall: 0.66, relative_absolute_error: 0.6897, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.5831, root_relative_squared_error: 1.1747, usercpu_time_millis: 34.786, usercpu_time_millis_testing: 7.53, usercpu_time_millis_training: 27.256,
Rafael Gomes Mantovani 9 years ago
ran flow classif.ctree(4) on task Supervised Classification on data set fri_c4_100_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.4021, kb_relative_information_score: 10.1763, mean_absolute_error: 0.44, mean_prior_absolute_error: 0.4929, number_of_instances: 100, precision: 0.3136, predictive_accuracy: 0.56, prior_entropy: 0.99, recall: 0.56, relative_absolute_error: 0.8926, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.6633, root_relative_squared_error: 1.3363, usercpu_time_millis: 1.978, usercpu_time_millis_testing: 0.392, usercpu_time_millis_training: 1.586,
Rafael Gomes Mantovani 9 years ago
ran flow classif.extraTrees(3) on task Supervised Classification on data set fri_c4_100_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6972, f_measure: 0.706, kappa: 0.4013, kb_relative_information_score: 40.7842, mean_absolute_error: 0.29, mean_prior_absolute_error: 0.4929, number_of_instances: 100, precision: 0.7092, predictive_accuracy: 0.71, prior_entropy: 0.99, recall: 0.71, relative_absolute_error: 0.5883, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.5385, root_relative_squared_error: 1.0849, usercpu_time_millis: 0.947, usercpu_time_millis_testing: 0.075, usercpu_time_millis_training: 0.872,
Rafael Gomes Mantovani 9 years ago
ran flow classif.glmboost(2) on task Supervised Classification on data set fri_c4_100_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.414, f_measure: 0.4212, kappa: -0.1712, kb_relative_information_score: -18.3911, mean_absolute_error: 0.58, mean_prior_absolute_error: 0.4929, number_of_instances: 100, precision: 0.4227, predictive_accuracy: 0.42, prior_entropy: 0.99, recall: 0.42, relative_absolute_error: 1.1766, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.7616, root_relative_squared_error: 1.5342, usercpu_time_millis: 1.402, usercpu_time_millis_testing: 0.199, usercpu_time_millis_training: 1.203,
Rafael Gomes Mantovani 9 years ago
ran flow classif.IBk(5) on task Supervised Classification on data set fri_c4_100_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5398, f_measure: 0.5479, kappa: 0.0801, kb_relative_information_score: 8.1357, mean_absolute_error: 0.45, mean_prior_absolute_error: 0.4929, number_of_instances: 100, precision: 0.5468, predictive_accuracy: 0.55, prior_entropy: 0.99, recall: 0.55, relative_absolute_error: 0.9129, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.6708, root_relative_squared_error: 1.3514, usercpu_time_millis: 3.136, usercpu_time_millis_testing: 1.243, usercpu_time_millis_training: 1.893,
Rafael Gomes Mantovani 9 years ago
ran flow classif.kknn(2) on task Supervised Classification on data set fri_c4_100_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4919, f_measure: 0.5003, kappa: -0.0166, kb_relative_information_score: -0.0264, mean_absolute_error: 0.49, mean_prior_absolute_error: 0.4929, number_of_instances: 100, precision: 0.4987, predictive_accuracy: 0.51, prior_entropy: 0.99, recall: 0.51, relative_absolute_error: 0.994, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.7, root_relative_squared_error: 1.4102, usercpu_time_millis: 0.417, usercpu_time_millis_testing: 0.398, usercpu_time_millis_training: 0.019,
Rafael Gomes Mantovani 9 years ago
ran flow classif.rotationForest(3) on task Supervised Classification on data set fri_c1_100_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6039, f_measure: 0.6101, kappa: 0.2168, kb_relative_information_score: 24.46, mean_absolute_error: 0.37, mean_prior_absolute_error: 0.4929, number_of_instances: 100, precision: 0.6299, predictive_accuracy: 0.63, prior_entropy: 0.99, recall: 0.63, relative_absolute_error: 0.7506, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.6083, root_relative_squared_error: 1.2254, usercpu_time_millis: 17.07, usercpu_time_millis_testing: 1.314, usercpu_time_millis_training: 15.756,
Rafael Gomes Mantovani 9 years ago
ran flow classif.svm(5) on task Supervised Classification on data set fri_c1_100_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5511, f_measure: 0.5391, kappa: 0.1095, kb_relative_information_score: 16.2978, mean_absolute_error: 0.41, mean_prior_absolute_error: 0.4929, number_of_instances: 100, precision: 0.5894, predictive_accuracy: 0.59, prior_entropy: 0.99, recall: 0.59, relative_absolute_error: 0.8317, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.6403, root_relative_squared_error: 1.2899, usercpu_time_millis: 0.567, usercpu_time_millis_testing: 0.11, usercpu_time_millis_training: 0.457,
Rafael Gomes Mantovani 9 years ago
ran flow classif.xyf(2) on task Supervised Classification on data set fri_c1_100_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5958, f_measure: 0.6046, kappa: 0.1949, kb_relative_information_score: 20.3789, mean_absolute_error: 0.39, mean_prior_absolute_error: 0.4929, number_of_instances: 100, precision: 0.6053, predictive_accuracy: 0.61, prior_entropy: 0.99, recall: 0.61, relative_absolute_error: 0.7912, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.6245, root_relative_squared_error: 1.2581, usercpu_time_millis: 0.658, usercpu_time_millis_testing: 0.05, usercpu_time_millis_training: 0.608,
Rafael Gomes Mantovani 9 years ago
ran flow classif.bartMachine(3) on task Supervised Classification on data set fri_c2_100_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8325, f_measure: 0.8394, kappa: 0.6694, kb_relative_information_score: 66.7609, mean_absolute_error: 0.16, mean_prior_absolute_error: 0.4875, number_of_instances: 100, precision: 0.8395, predictive_accuracy: 0.84, prior_entropy: 0.9822, recall: 0.84, relative_absolute_error: 0.3282, root_mean_prior_squared_error: 0.4936, root_mean_squared_error: 0.4, root_relative_squared_error: 0.8104, usercpu_time_millis: 28.545, usercpu_time_millis_testing: 1.574, usercpu_time_millis_training: 26.971,
Rafael Gomes Mantovani 9 years ago
ran flow classif.extraTrees(3) on task Supervised Classification on data set fri_c2_100_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7882, f_measure: 0.7983, kappa: 0.584, kb_relative_information_score: 58.4694, mean_absolute_error: 0.2, mean_prior_absolute_error: 0.4875, number_of_instances: 100, precision: 0.7993, predictive_accuracy: 0.8, prior_entropy: 0.9822, recall: 0.8, relative_absolute_error: 0.4103, root_mean_prior_squared_error: 0.4936, root_mean_squared_error: 0.4472, root_relative_squared_error: 0.9061, usercpu_time_millis: 0.807, usercpu_time_millis_testing: 0.084, usercpu_time_millis_training: 0.723,
Rafael Gomes Mantovani 9 years ago
ran flow classif.glmboost(2) on task Supervised Classification on data set fri_c2_100_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.757, f_measure: 0.7607, kappa: 0.5106, kb_relative_information_score: 50.1778, mean_absolute_error: 0.24, mean_prior_absolute_error: 0.4875, number_of_instances: 100, precision: 0.762, predictive_accuracy: 0.76, prior_entropy: 0.9822, recall: 0.76, relative_absolute_error: 0.4924, root_mean_prior_squared_error: 0.4936, root_mean_squared_error: 0.4899, root_relative_squared_error: 0.9926, usercpu_time_millis: 1.428, usercpu_time_millis_testing: 0.19, usercpu_time_millis_training: 1.238,
Rafael Gomes Mantovani 9 years ago
ran flow classif.glmnet(1) on task Supervised Classification on data set fri_c2_100_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6987, f_measure: 0.7015, kappa: 0.3922, kb_relative_information_score: 37.7405, mean_absolute_error: 0.3, mean_prior_absolute_error: 0.4875, number_of_instances: 100, precision: 0.7052, predictive_accuracy: 0.7, prior_entropy: 0.9822, recall: 0.7, relative_absolute_error: 0.6154, root_mean_prior_squared_error: 0.4936, root_mean_squared_error: 0.5477, root_relative_squared_error: 1.1097, usercpu_time_millis: 0.829, usercpu_time_millis_testing: 0.248, usercpu_time_millis_training: 0.581,
Rafael Gomes Mantovani 9 years ago
ran flow classif.hdrda(2) on task Supervised Classification on data set fri_c2_100_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.649, f_measure: 0.6519, kappa: 0.2932, kb_relative_information_score: 27.376, mean_absolute_error: 0.35, mean_prior_absolute_error: 0.4875, number_of_instances: 100, precision: 0.6571, predictive_accuracy: 0.65, prior_entropy: 0.9822, recall: 0.65, relative_absolute_error: 0.718, root_mean_prior_squared_error: 0.4936, root_mean_squared_error: 0.5916, root_relative_squared_error: 1.1987, usercpu_time_millis: 0.209, usercpu_time_millis_testing: 0.029, usercpu_time_millis_training: 0.18,
Rafael Gomes Mantovani 9 years ago
ran flow classif.ksvm(4) on task Supervised Classification on data set fri_c2_100_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6975, f_measure: 0.7083, kappa: 0.3988, kb_relative_information_score: 39.8134, mean_absolute_error: 0.29, mean_prior_absolute_error: 0.4875, number_of_instances: 100, precision: 0.7079, predictive_accuracy: 0.71, prior_entropy: 0.9822, recall: 0.71, relative_absolute_error: 0.5949, root_mean_prior_squared_error: 0.4936, root_mean_squared_error: 0.5385, root_relative_squared_error: 1.0911, usercpu_time_millis: 0.617, usercpu_time_millis_testing: 0.175, usercpu_time_millis_training: 0.442,
Rafael Gomes Mantovani 9 years ago
ran flow classif.LiblineaRL2LogReg(4) on task Supervised Classification on data set fri_c2_100_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6523, f_measure: 0.6522, kappa: 0.2978, kb_relative_information_score: 27.376, mean_absolute_error: 0.35, mean_prior_absolute_error: 0.4875, number_of_instances: 100, precision: 0.6608, predictive_accuracy: 0.65, prior_entropy: 0.9822, recall: 0.65, relative_absolute_error: 0.718, root_mean_prior_squared_error: 0.4936, root_mean_squared_error: 0.5916, root_relative_squared_error: 1.1987, usercpu_time_millis: 0.08, usercpu_time_millis_testing: 0.015, usercpu_time_millis_training: 0.065,
Rafael Gomes Mantovani 9 years ago
ran flow classif.logreg(7) on task Supervised Classification on data set fri_c2_100_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5226, f_measure: 0.5319, kappa: 0.0447, kb_relative_information_score: 2.5014, mean_absolute_error: 0.47, mean_prior_absolute_error: 0.4875, number_of_instances: 100, precision: 0.5347, predictive_accuracy: 0.53, prior_entropy: 0.9822, recall: 0.53, relative_absolute_error: 0.9642, root_mean_prior_squared_error: 0.4936, root_mean_squared_error: 0.6856, root_relative_squared_error: 1.389, usercpu_time_millis: 0.711, usercpu_time_millis_testing: 0.143, usercpu_time_millis_training: 0.568,
Rafael Gomes Mantovani 9 years ago
ran flow classif.lqa(5) on task Supervised Classification on data set fri_c2_100_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7073, f_measure: 0.7112, kappa: 0.4106, kb_relative_information_score: 39.8134, mean_absolute_error: 0.29, mean_prior_absolute_error: 0.4875, number_of_instances: 100, precision: 0.7136, predictive_accuracy: 0.71, prior_entropy: 0.9822, recall: 0.71, relative_absolute_error: 0.5949, root_mean_prior_squared_error: 0.4936, root_mean_squared_error: 0.5385, root_relative_squared_error: 1.0911, usercpu_time_millis: 1.637, usercpu_time_millis_testing: 0.032, usercpu_time_millis_training: 1.605,
Rafael Gomes Mantovani 9 years ago
ran flow classif.naiveBayes(5) on task Supervised Classification on data set fri_c2_100_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7451, f_measure: 0.7504, kappa: 0.4885, kb_relative_information_score: 48.1049, mean_absolute_error: 0.25, mean_prior_absolute_error: 0.4875, number_of_instances: 100, precision: 0.7509, predictive_accuracy: 0.75, prior_entropy: 0.9822, recall: 0.75, relative_absolute_error: 0.5129, root_mean_prior_squared_error: 0.4936, root_mean_squared_error: 0.5, root_relative_squared_error: 1.013, usercpu_time_millis: 1.026, usercpu_time_millis_testing: 0.421, usercpu_time_millis_training: 0.605,
Rafael Gomes Mantovani 9 years ago
ran flow classif.nnTrain(3) on task Supervised Classification on data set fri_c2_100_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.4258, kb_relative_information_score: 12.8658, mean_absolute_error: 0.42, mean_prior_absolute_error: 0.4875, number_of_instances: 100, precision: 0.3364, predictive_accuracy: 0.58, prior_entropy: 0.9822, recall: 0.58, relative_absolute_error: 0.8616, root_mean_prior_squared_error: 0.4936, root_mean_squared_error: 0.6481, root_relative_squared_error: 1.3131, usercpu_time_millis: 0.177, usercpu_time_millis_testing: 0.046, usercpu_time_millis_training: 0.131,
Rafael Gomes Mantovani 9 years ago
ran flow classif.boosting(4) on task Supervised Classification on data set fri_c2_100_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9027, f_measure: 0.9095, kappa: 0.8134, kb_relative_information_score: 81.2711, mean_absolute_error: 0.09, mean_prior_absolute_error: 0.4875, number_of_instances: 100, precision: 0.9106, predictive_accuracy: 0.91, prior_entropy: 0.9822, recall: 0.91, relative_absolute_error: 0.1846, root_mean_prior_squared_error: 0.4936, root_mean_squared_error: 0.3, root_relative_squared_error: 0.6078, usercpu_time_millis: 405.443, usercpu_time_millis_testing: 14.963, usercpu_time_millis_training: 390.48,
Rafael Gomes Mantovani 9 years ago
ran flow classif.PART(4) on task Supervised Classification on data set fri_c2_100_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7828, f_measure: 0.7896, kappa: 0.5675, kb_relative_information_score: 56.3965, mean_absolute_error: 0.21, mean_prior_absolute_error: 0.4875, number_of_instances: 100, precision: 0.7894, predictive_accuracy: 0.79, prior_entropy: 0.9822, recall: 0.79, relative_absolute_error: 0.4308, root_mean_prior_squared_error: 0.4936, root_mean_squared_error: 0.4583, root_relative_squared_error: 0.9285, usercpu_time_millis: 3.585, usercpu_time_millis_testing: 1.478, usercpu_time_millis_training: 2.107,
Rafael Gomes Mantovani 9 years ago
ran flow classif.pamr(3) on task Supervised Classification on data set fri_c2_100_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6864, f_measure: 0.704, kappa: 0.3934, kb_relative_information_score: 41.8863, mean_absolute_error: 0.28, mean_prior_absolute_error: 0.4875, number_of_instances: 100, precision: 0.7306, predictive_accuracy: 0.72, prior_entropy: 0.9822, recall: 0.72, relative_absolute_error: 0.5744, root_mean_prior_squared_error: 0.4936, root_mean_squared_error: 0.5292, root_relative_squared_error: 1.0721, usercpu_time_millis: 1.212, usercpu_time_millis_testing: 0.037, usercpu_time_millis_training: 1.175,
Rafael Gomes Mantovani 9 years ago
ran flow classif.xyf(2) on task Supervised Classification on data set fri_c2_100_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6909, f_measure: 0.7051, kappa: 0.3908, kb_relative_information_score: 39.8134, mean_absolute_error: 0.29, mean_prior_absolute_error: 0.4875, number_of_instances: 100, precision: 0.7074, predictive_accuracy: 0.71, prior_entropy: 0.9822, recall: 0.71, relative_absolute_error: 0.5949, root_mean_prior_squared_error: 0.4936, root_mean_squared_error: 0.5385, root_relative_squared_error: 1.0911, usercpu_time_millis: 0.651, usercpu_time_millis_testing: 0.049, usercpu_time_millis_training: 0.602,
Rafael Gomes Mantovani 9 years ago
ran flow classif.binomial(5) on task Supervised Classification on data set fri_c4_100_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4545, f_measure: 0.4611, kappa: -0.0905, kb_relative_information_score: -10.229, mean_absolute_error: 0.54, mean_prior_absolute_error: 0.4929, number_of_instances: 100, precision: 0.4625, predictive_accuracy: 0.46, prior_entropy: 0.99, recall: 0.46, relative_absolute_error: 1.0955, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.7348, root_relative_squared_error: 1.4804, usercpu_time_millis: 0.576, usercpu_time_millis_testing: 0.132, usercpu_time_millis_training: 0.444,
Rafael Gomes Mantovani 9 years ago
ran flow classif.JRip(7) on task Supervised Classification on data set fri_c4_100_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6899, f_measure: 0.6999, kappa: 0.3923, kb_relative_information_score: 40.7842, mean_absolute_error: 0.29, mean_prior_absolute_error: 0.4929, number_of_instances: 100, precision: 0.716, predictive_accuracy: 0.71, prior_entropy: 0.99, recall: 0.71, relative_absolute_error: 0.5883, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.5385, root_relative_squared_error: 1.0849, usercpu_time_millis: 3.305, usercpu_time_millis_testing: 1.233, usercpu_time_millis_training: 2.072,
Rafael Gomes Mantovani 9 years ago
ran flow classif.dbnDNN(3) on task Supervised Classification on data set fri_c1_100_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.4021, kb_relative_information_score: 10.1763, mean_absolute_error: 0.44, mean_prior_absolute_error: 0.4929, number_of_instances: 100, precision: 0.3136, predictive_accuracy: 0.56, prior_entropy: 0.99, recall: 0.56, relative_absolute_error: 0.8926, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.6633, root_relative_squared_error: 1.3363, usercpu_time_millis: 0.213, usercpu_time_millis_testing: 0.038, usercpu_time_millis_training: 0.175,
Rafael Gomes Mantovani 9 years ago
ran flow classif.J48(20) on task Supervised Classification on data set fri_c1_100_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7906, f_measure: 0.7906, kappa: 0.577, kb_relative_information_score: 57.1084, mean_absolute_error: 0.21, mean_prior_absolute_error: 0.4929, number_of_instances: 100, precision: 0.7926, predictive_accuracy: 0.79, prior_entropy: 0.99, recall: 0.79, relative_absolute_error: 0.426, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.4583, root_relative_squared_error: 0.9232, usercpu_time_millis: 3.826, usercpu_time_millis_testing: 1.506, usercpu_time_millis_training: 2.32,
Rafael Gomes Mantovani 9 years ago
ran flow classif.JRip(7) on task Supervised Classification on data set fri_c1_100_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6981, f_measure: 0.7006, kappa: 0.3942, kb_relative_information_score: 38.7436, mean_absolute_error: 0.3, mean_prior_absolute_error: 0.4929, number_of_instances: 100, precision: 0.7018, predictive_accuracy: 0.7, prior_entropy: 0.99, recall: 0.7, relative_absolute_error: 0.6086, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.5477, root_relative_squared_error: 1.1034, usercpu_time_millis: 3.576, usercpu_time_millis_testing: 1.355, usercpu_time_millis_training: 2.221,
Rafael Gomes Mantovani 9 years ago
ran flow classif.lda(9) on task Supervised Classification on data set fri_c1_100_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6031, f_measure: 0.6095, kappa: 0.2067, kb_relative_information_score: 20.3789, mean_absolute_error: 0.39, mean_prior_absolute_error: 0.4929, number_of_instances: 100, precision: 0.6091, predictive_accuracy: 0.61, prior_entropy: 0.99, recall: 0.61, relative_absolute_error: 0.7912, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.6245, root_relative_squared_error: 1.2581, usercpu_time_millis: 0.456, usercpu_time_millis_testing: 0.118, usercpu_time_millis_training: 0.338,
Rafael Gomes Mantovani 9 years ago
ran flow classif.logreg(7) on task Supervised Classification on data set fri_c1_100_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5422, f_measure: 0.5494, kappa: 0.0846, kb_relative_information_score: 8.1357, mean_absolute_error: 0.45, mean_prior_absolute_error: 0.4929, number_of_instances: 100, precision: 0.5489, predictive_accuracy: 0.55, prior_entropy: 0.99, recall: 0.55, relative_absolute_error: 0.9129, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.6708, root_relative_squared_error: 1.3514, usercpu_time_millis: 0.636, usercpu_time_millis_testing: 0.126, usercpu_time_millis_training: 0.51,
Rafael Gomes Mantovani 9 years ago
ran flow classif.boosting(4) on task Supervised Classification on data set fri_c1_100_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7744, f_measure: 0.7794, kappa: 0.5514, kb_relative_information_score: 55.0679, mean_absolute_error: 0.22, mean_prior_absolute_error: 0.4929, number_of_instances: 100, precision: 0.7794, predictive_accuracy: 0.78, prior_entropy: 0.99, recall: 0.78, relative_absolute_error: 0.4463, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.469, root_relative_squared_error: 0.9449, usercpu_time_millis: 409.042, usercpu_time_millis_testing: 15.915, usercpu_time_millis_training: 393.127,
Rafael Gomes Mantovani 9 years ago
ran flow classif.multinom(5) on task Supervised Classification on data set fri_c1_100_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5942, f_measure: 0.6, kappa: 0.1883, kb_relative_information_score: 18.3384, mean_absolute_error: 0.4, mean_prior_absolute_error: 0.4929, number_of_instances: 100, precision: 0.6, predictive_accuracy: 0.6, prior_entropy: 0.99, recall: 0.6, relative_absolute_error: 0.8115, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.6325, root_relative_squared_error: 1.2741, usercpu_time_millis: 0.477, usercpu_time_millis_testing: 0.154, usercpu_time_millis_training: 0.323,
Rafael Gomes Mantovani 9 years ago
ran flow classif.pamr(3) on task Supervised Classification on data set fri_c1_100_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.4021, kb_relative_information_score: 10.1763, mean_absolute_error: 0.44, mean_prior_absolute_error: 0.4929, number_of_instances: 100, precision: 0.3136, predictive_accuracy: 0.56, prior_entropy: 0.99, recall: 0.56, relative_absolute_error: 0.8926, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.6633, root_relative_squared_error: 1.3363, usercpu_time_millis: 0.708, usercpu_time_millis_testing: 0.035, usercpu_time_millis_training: 0.673,
Rafael Gomes Mantovani 9 years ago
ran flow classif.randomForest(42) on task Supervised Classification on data set fri_c1_100_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6786, f_measure: 0.6883, kappa: 0.3697, kb_relative_information_score: 38.7436, mean_absolute_error: 0.3, mean_prior_absolute_error: 0.4929, number_of_instances: 100, precision: 0.7067, predictive_accuracy: 0.7, prior_entropy: 0.99, recall: 0.7, relative_absolute_error: 0.6086, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.5477, root_relative_squared_error: 1.1034, usercpu_time_millis: 2.045, usercpu_time_millis_testing: 0.121, usercpu_time_millis_training: 1.924,
Rafael Gomes Mantovani 9 years ago
ran flow classif.ctree(4) on task Supervised Classification on data set fri_c1_100_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5511, f_measure: 0.5391, kappa: 0.1095, kb_relative_information_score: 16.2978, mean_absolute_error: 0.41, mean_prior_absolute_error: 0.4929, number_of_instances: 100, precision: 0.5894, predictive_accuracy: 0.59, prior_entropy: 0.99, recall: 0.59, relative_absolute_error: 0.8317, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.6403, root_relative_squared_error: 1.2899, usercpu_time_millis: 1.292, usercpu_time_millis_testing: 0.26, usercpu_time_millis_training: 1.032,
Rafael Gomes Mantovani 9 years ago
ran flow classif.extraTrees(3) on task Supervised Classification on data set fri_c1_100_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7029, f_measure: 0.7124, kappa: 0.4255, kb_relative_information_score: 44.8652, mean_absolute_error: 0.27, mean_prior_absolute_error: 0.4929, number_of_instances: 100, precision: 0.7579, predictive_accuracy: 0.73, prior_entropy: 0.99, recall: 0.73, relative_absolute_error: 0.5477, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.5196, root_relative_squared_error: 1.0468, usercpu_time_millis: 0.953, usercpu_time_millis_testing: 0.112, usercpu_time_millis_training: 0.841,
Rafael Gomes Mantovani 9 years ago
ran flow classif.glmboost(2) on task Supervised Classification on data set fri_c1_100_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5714, f_measure: 0.5788, kappa: 0.1436, kb_relative_information_score: 14.2573, mean_absolute_error: 0.42, mean_prior_absolute_error: 0.4929, number_of_instances: 100, precision: 0.5781, predictive_accuracy: 0.58, prior_entropy: 0.99, recall: 0.58, relative_absolute_error: 0.852, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.6481, root_relative_squared_error: 1.3056, usercpu_time_millis: 1.284, usercpu_time_millis_testing: 0.181, usercpu_time_millis_training: 1.103,
Rafael Gomes Mantovani 9 years ago
ran flow classif.lqa(5) on task Supervised Classification on data set fri_c1_100_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5966, f_measure: 0.6008, kappa: 0.1922, kb_relative_information_score: 18.3384, mean_absolute_error: 0.4, mean_prior_absolute_error: 0.4929, number_of_instances: 100, precision: 0.6021, predictive_accuracy: 0.6, prior_entropy: 0.99, recall: 0.6, relative_absolute_error: 0.8115, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.6325, root_relative_squared_error: 1.2741, usercpu_time_millis: 1.657, usercpu_time_millis_testing: 0.03, usercpu_time_millis_training: 1.627,
Rafael Gomes Mantovani 9 years ago
ran flow classif.mda(1) on task Supervised Classification on data set fri_c1_100_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5739, f_measure: 0.58, kappa: 0.1477, kb_relative_information_score: 14.2573, mean_absolute_error: 0.42, mean_prior_absolute_error: 0.4929, number_of_instances: 100, precision: 0.58, predictive_accuracy: 0.58, prior_entropy: 0.99, recall: 0.58, relative_absolute_error: 0.852, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.6481, root_relative_squared_error: 1.3056, usercpu_time_millis: 1.247, usercpu_time_millis_testing: 0.126, usercpu_time_millis_training: 1.121,
Rafael Gomes Mantovani 9 years ago
ran flow classif.nnet(3) on task Supervised Classification on data set fri_c1_100_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5398, f_measure: 0.5479, kappa: 0.0801, kb_relative_information_score: 8.1357, mean_absolute_error: 0.45, mean_prior_absolute_error: 0.4929, number_of_instances: 100, precision: 0.5468, predictive_accuracy: 0.55, prior_entropy: 0.99, recall: 0.55, relative_absolute_error: 0.9129, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.6708, root_relative_squared_error: 1.3514, usercpu_time_millis: 0.74, usercpu_time_millis_testing: 0.14, usercpu_time_millis_training: 0.6,
Rafael Gomes Mantovani 9 years ago
ran flow classif.neuralnet(3) on task Supervised Classification on data set fri_c1_100_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5714, f_measure: 0.5788, kappa: 0.1436, kb_relative_information_score: 14.2573, mean_absolute_error: 0.42, mean_prior_absolute_error: 0.4929, number_of_instances: 100, precision: 0.5781, predictive_accuracy: 0.58, prior_entropy: 0.99, recall: 0.58, relative_absolute_error: 0.852, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.6481, root_relative_squared_error: 1.3056, usercpu_time_millis: 1.42, usercpu_time_millis_testing: 0.031, usercpu_time_millis_training: 1.389,
Rafael Gomes Mantovani 9 years ago
ran flow classif.nodeHarvest(3) on task Supervised Classification on data set fri_c1_100_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7581, f_measure: 0.7668, kappa: 0.5252, kb_relative_information_score: 53.0273, mean_absolute_error: 0.23, mean_prior_absolute_error: 0.4929, number_of_instances: 100, precision: 0.7715, predictive_accuracy: 0.77, prior_entropy: 0.99, recall: 0.77, relative_absolute_error: 0.4666, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.4796, root_relative_squared_error: 0.9661, usercpu_time_millis: 206.061, usercpu_time_millis_testing: 0.518, usercpu_time_millis_training: 205.543,
Rafael Gomes Mantovani 9 years ago
ran flow classif.probit(3) on task Supervised Classification on data set fri_c1_100_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5917, f_measure: 0.5989, kappa: 0.1843, kb_relative_information_score: 18.3384, mean_absolute_error: 0.4, mean_prior_absolute_error: 0.4929, number_of_instances: 100, precision: 0.5982, predictive_accuracy: 0.6, prior_entropy: 0.99, recall: 0.6, relative_absolute_error: 0.8115, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.6325, root_relative_squared_error: 1.2741, usercpu_time_millis: 1.048, usercpu_time_millis_testing: 0.102, usercpu_time_millis_training: 0.946,
Rafael Gomes Mantovani 9 years ago
ran flow classif.sda(5) on task Supervised Classification on data set fri_c1_100_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.599, f_measure: 0.6013, kappa: 0.1961, kb_relative_information_score: 18.3384, mean_absolute_error: 0.4, mean_prior_absolute_error: 0.4929, number_of_instances: 100, precision: 0.6045, predictive_accuracy: 0.6, prior_entropy: 0.99, recall: 0.6, relative_absolute_error: 0.8115, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.6325, root_relative_squared_error: 1.2741, usercpu_time_millis: 0.365, usercpu_time_millis_testing: 0.031, usercpu_time_millis_training: 0.334,
Rafael Gomes Mantovani 9 years ago
ran flow classif.xgboost(4) on task Supervised Classification on data set fri_c1_100_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7386, f_measure: 0.7405, kappa: 0.475, kb_relative_information_score: 46.9058, mean_absolute_error: 0.26, mean_prior_absolute_error: 0.4929, number_of_instances: 100, precision: 0.7416, predictive_accuracy: 0.74, prior_entropy: 0.99, recall: 0.74, relative_absolute_error: 0.5274, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.5099, root_relative_squared_error: 1.0272, usercpu_time_millis: 4.428, usercpu_time_millis_testing: 0.507, usercpu_time_millis_training: 3.921,
Rafael Gomes Mantovani 9 years ago
ran flow classif.bdk(3) on task Supervised Classification on data set fri_c2_100_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6552, f_measure: 0.6711, kappa: 0.3209, kb_relative_information_score: 33.5947, mean_absolute_error: 0.32, mean_prior_absolute_error: 0.4875, number_of_instances: 100, precision: 0.6765, predictive_accuracy: 0.68, prior_entropy: 0.9822, recall: 0.68, relative_absolute_error: 0.6565, root_mean_prior_squared_error: 0.4936, root_mean_squared_error: 0.5657, root_relative_squared_error: 1.1461, usercpu_time_millis: 0.66, usercpu_time_millis_testing: 0.038, usercpu_time_millis_training: 0.622,
Rafael Gomes Mantovani 9 years ago
ran flow classif.blackboost(2) on task Supervised Classification on data set fri_c2_100_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8325, f_measure: 0.8394, kappa: 0.6694, kb_relative_information_score: 66.7609, mean_absolute_error: 0.16, mean_prior_absolute_error: 0.4875, number_of_instances: 100, precision: 0.8395, predictive_accuracy: 0.84, prior_entropy: 0.9822, recall: 0.84, relative_absolute_error: 0.3282, root_mean_prior_squared_error: 0.4936, root_mean_squared_error: 0.4, root_relative_squared_error: 0.8104, usercpu_time_millis: 2.79, usercpu_time_millis_testing: 0.376, usercpu_time_millis_training: 2.414,
Rafael Gomes Mantovani 9 years ago
ran flow classif.cforest(4) on task Supervised Classification on data set fri_c2_100_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8292, f_measure: 0.8387, kappa: 0.6672, kb_relative_information_score: 66.7609, mean_absolute_error: 0.16, mean_prior_absolute_error: 0.4875, number_of_instances: 100, precision: 0.8401, predictive_accuracy: 0.84, prior_entropy: 0.9822, recall: 0.84, relative_absolute_error: 0.3282, root_mean_prior_squared_error: 0.4936, root_mean_squared_error: 0.4, root_relative_squared_error: 0.8104, usercpu_time_millis: 5.58, usercpu_time_millis_testing: 0.385, usercpu_time_millis_training: 5.195,
Rafael Gomes Mantovani 9 years ago
ran flow classif.dbnDNN(3) on task Supervised Classification on data set fri_c2_100_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.4258, kb_relative_information_score: 12.8658, mean_absolute_error: 0.42, mean_prior_absolute_error: 0.4875, number_of_instances: 100, precision: 0.3364, predictive_accuracy: 0.58, prior_entropy: 0.9822, recall: 0.58, relative_absolute_error: 0.8616, root_mean_prior_squared_error: 0.4936, root_mean_squared_error: 0.6481, root_relative_squared_error: 1.3131, usercpu_time_millis: 0.185, usercpu_time_millis_testing: 0.031, usercpu_time_millis_training: 0.154,
Rafael Gomes Mantovani 9 years ago
ran flow classif.gbm(3) on task Supervised Classification on data set fri_c2_100_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.4258, kb_relative_information_score: 12.8658, mean_absolute_error: 0.42, mean_prior_absolute_error: 0.4875, number_of_instances: 100, precision: 0.3364, predictive_accuracy: 0.58, prior_entropy: 0.9822, recall: 0.58, relative_absolute_error: 0.8616, root_mean_prior_squared_error: 0.4936, root_mean_squared_error: 0.6481, root_relative_squared_error: 1.3131, usercpu_time_millis: 0.869, usercpu_time_millis_testing: 0.096, usercpu_time_millis_training: 0.773,
Rafael Gomes Mantovani 9 years ago
ran flow classif.bdk(3) on task Supervised Classification on data set fri_c4_100_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5333, f_measure: 0.54, kappa: 0.0666, kb_relative_information_score: 6.0952, mean_absolute_error: 0.46, mean_prior_absolute_error: 0.4929, number_of_instances: 100, precision: 0.54, predictive_accuracy: 0.54, prior_entropy: 0.99, recall: 0.54, relative_absolute_error: 0.9332, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.6782, root_relative_squared_error: 1.3663, usercpu_time_millis: 0.68, usercpu_time_millis_testing: 0.045, usercpu_time_millis_training: 0.635,
Rafael Gomes Mantovani 9 years ago
ran flow classif.bartMachine(3) on task Supervised Classification on data set fri_c4_100_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6185, f_measure: 0.6268, kappa: 0.2399, kb_relative_information_score: 24.46, mean_absolute_error: 0.37, mean_prior_absolute_error: 0.4929, number_of_instances: 100, precision: 0.6267, predictive_accuracy: 0.63, prior_entropy: 0.99, recall: 0.63, relative_absolute_error: 0.7506, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.6083, root_relative_squared_error: 1.2254, usercpu_time_millis: 33.557, usercpu_time_millis_testing: 1.77, usercpu_time_millis_training: 31.787,
Rafael Gomes Mantovani 9 years ago
ran flow classif.blackboost(2) on task Supervised Classification on data set fri_c4_100_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.4021, kb_relative_information_score: 10.1763, mean_absolute_error: 0.44, mean_prior_absolute_error: 0.4929, number_of_instances: 100, precision: 0.3136, predictive_accuracy: 0.56, prior_entropy: 0.99, recall: 0.56, relative_absolute_error: 0.8926, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.6633, root_relative_squared_error: 1.3363, usercpu_time_millis: 3.722, usercpu_time_millis_testing: 0.512, usercpu_time_millis_training: 3.21,
Rafael Gomes Mantovani 9 years ago
ran flow classif.cforest(4) on task Supervised Classification on data set fri_c4_100_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5836, f_measure: 0.589, kappa: 0.1744, kb_relative_information_score: 20.3789, mean_absolute_error: 0.39, mean_prior_absolute_error: 0.4929, number_of_instances: 100, precision: 0.6059, predictive_accuracy: 0.61, prior_entropy: 0.99, recall: 0.61, relative_absolute_error: 0.7912, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.6245, root_relative_squared_error: 1.2581, usercpu_time_millis: 6.984, usercpu_time_millis_testing: 0.998, usercpu_time_millis_training: 5.986,
Rafael Gomes Mantovani 9 years ago
ran flow classif.dbnDNN(3) on task Supervised Classification on data set fri_c4_100_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.4021, kb_relative_information_score: 10.1763, mean_absolute_error: 0.44, mean_prior_absolute_error: 0.4929, number_of_instances: 100, precision: 0.3136, predictive_accuracy: 0.56, prior_entropy: 0.99, recall: 0.56, relative_absolute_error: 0.8926, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.6633, root_relative_squared_error: 1.3363, usercpu_time_millis: 0.262, usercpu_time_millis_testing: 0.041, usercpu_time_millis_training: 0.221,
Rafael Gomes Mantovani 9 years ago
ran flow classif.gbm(3) on task Supervised Classification on data set fri_c4_100_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.4021, kb_relative_information_score: 10.1763, mean_absolute_error: 0.44, mean_prior_absolute_error: 0.4929, number_of_instances: 100, precision: 0.3136, predictive_accuracy: 0.56, prior_entropy: 0.99, recall: 0.56, relative_absolute_error: 0.8926, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.6633, root_relative_squared_error: 1.3363, usercpu_time_millis: 0.85, usercpu_time_millis_testing: 0.099, usercpu_time_millis_training: 0.751,
Rafael Gomes Mantovani 9 years ago
ran flow classif.glmnet(1) on task Supervised Classification on data set fri_c4_100_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4115, f_measure: 0.42, kappa: -0.1769, kb_relative_information_score: -18.3911, mean_absolute_error: 0.58, mean_prior_absolute_error: 0.4929, number_of_instances: 100, precision: 0.42, predictive_accuracy: 0.42, prior_entropy: 0.99, recall: 0.42, relative_absolute_error: 1.1766, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.7616, root_relative_squared_error: 1.5342, usercpu_time_millis: 4.779, usercpu_time_millis_testing: 0.225, usercpu_time_millis_training: 4.554,
Rafael Gomes Mantovani 9 years ago
ran flow classif.hdrda(2) on task Supervised Classification on data set fri_c4_100_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4521, f_measure: 0.46, kappa: -0.0958, kb_relative_information_score: -10.229, mean_absolute_error: 0.54, mean_prior_absolute_error: 0.4929, number_of_instances: 100, precision: 0.46, predictive_accuracy: 0.46, prior_entropy: 0.99, recall: 0.46, relative_absolute_error: 1.0955, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.7348, root_relative_squared_error: 1.4804, usercpu_time_millis: 0.211, usercpu_time_millis_testing: 0.033, usercpu_time_millis_training: 0.178,
Rafael Gomes Mantovani 9 years ago
ran flow classif.J48(20) on task Supervised Classification on data set fri_c4_100_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7451, f_measure: 0.7497, kappa: 0.4915, kb_relative_information_score: 48.9463, mean_absolute_error: 0.25, mean_prior_absolute_error: 0.4929, number_of_instances: 100, precision: 0.7495, predictive_accuracy: 0.75, prior_entropy: 0.99, recall: 0.75, relative_absolute_error: 0.5072, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.5, root_relative_squared_error: 1.0073, usercpu_time_millis: 3.426, usercpu_time_millis_testing: 1.451, usercpu_time_millis_training: 1.975,
Rafael Gomes Mantovani 9 years ago
ran flow classif.LiblineaRL1LogReg(4) on task Supervised Classification on data set fri_c4_100_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.414, f_measure: 0.4212, kappa: -0.1712, kb_relative_information_score: -18.3911, mean_absolute_error: 0.58, mean_prior_absolute_error: 0.4929, number_of_instances: 100, precision: 0.4227, predictive_accuracy: 0.42, prior_entropy: 0.99, recall: 0.42, relative_absolute_error: 1.1766, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.7616, root_relative_squared_error: 1.5342, usercpu_time_millis: 0.119, usercpu_time_millis_testing: 0.017, usercpu_time_millis_training: 0.102,
Rafael Gomes Mantovani 9 years ago
ran flow classif.mlp(5) on task Supervised Classification on data set fri_c4_100_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5244, f_measure: 0.5305, kappa: 0.0486, kb_relative_information_score: 4.0547, mean_absolute_error: 0.47, mean_prior_absolute_error: 0.4929, number_of_instances: 100, precision: 0.5312, predictive_accuracy: 0.53, prior_entropy: 0.99, recall: 0.53, relative_absolute_error: 0.9535, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.6856, root_relative_squared_error: 1.3811, usercpu_time_millis: 9.63, usercpu_time_millis_testing: 1.22, usercpu_time_millis_training: 8.41,
Rafael Gomes Mantovani 9 years ago
ran flow classif.naiveBayes(5) on task Supervised Classification on data set fri_c4_100_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5081, f_measure: 0.5168, kappa: 0.0164, kb_relative_information_score: 2.0142, mean_absolute_error: 0.48, mean_prior_absolute_error: 0.4929, number_of_instances: 100, precision: 0.5153, predictive_accuracy: 0.52, prior_entropy: 0.99, recall: 0.52, relative_absolute_error: 0.9737, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.6928, root_relative_squared_error: 1.3957, usercpu_time_millis: 1.024, usercpu_time_millis_testing: 0.419, usercpu_time_millis_training: 0.605,
Rafael Gomes Mantovani 9 years ago
ran flow classif.boosting(4) on task Supervised Classification on data set fri_c4_100_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7443, f_measure: 0.7545, kappa: 0.5008, kb_relative_information_score: 50.9868, mean_absolute_error: 0.24, mean_prior_absolute_error: 0.4929, number_of_instances: 100, precision: 0.7652, predictive_accuracy: 0.76, prior_entropy: 0.99, recall: 0.76, relative_absolute_error: 0.4869, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.4899, root_relative_squared_error: 0.9869, usercpu_time_millis: 397.303, usercpu_time_millis_testing: 12.886, usercpu_time_millis_training: 384.417,
Rafael Gomes Mantovani 9 years ago
ran flow classif.nnet(3) on task Supervised Classification on data set fri_c4_100_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4927, f_measure: 0.5, kappa: -0.0146, kb_relative_information_score: -2.0669, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.4929, number_of_instances: 100, precision: 0.5, predictive_accuracy: 0.5, prior_entropy: 0.99, recall: 0.5, relative_absolute_error: 1.0143, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.7071, root_relative_squared_error: 1.4245, usercpu_time_millis: 0.797, usercpu_time_millis_testing: 0.157, usercpu_time_millis_training: 0.64,
Rafael Gomes Mantovani 9 years ago
ran flow classif.nnTrain(3) on task Supervised Classification on data set fri_c4_100_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.4021, kb_relative_information_score: 10.1763, mean_absolute_error: 0.44, mean_prior_absolute_error: 0.4929, number_of_instances: 100, precision: 0.3136, predictive_accuracy: 0.56, prior_entropy: 0.99, recall: 0.56, relative_absolute_error: 0.8926, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.6633, root_relative_squared_error: 1.3363, usercpu_time_millis: 0.163, usercpu_time_millis_testing: 0.048, usercpu_time_millis_training: 0.115,
Rafael Gomes Mantovani 9 years ago
ran flow classif.OneR(4) on task Supervised Classification on data set fri_c4_100_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7946, f_measure: 0.7994, kappa: 0.5922, kb_relative_information_score: 59.1489, mean_absolute_error: 0.2, mean_prior_absolute_error: 0.4929, number_of_instances: 100, precision: 0.7995, predictive_accuracy: 0.8, prior_entropy: 0.99, recall: 0.8, relative_absolute_error: 0.4057, root_mean_prior_squared_error: 0.4964, root_mean_squared_error: 0.4472, root_relative_squared_error: 0.9009, usercpu_time_millis: 3.142, usercpu_time_millis_testing: 1.289, usercpu_time_millis_training: 1.853,