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Compare three different SVM versions of R package kernlab

Compare three different SVM versions of R package kernlab

Created 09-09-2016 by Heidi Seibold Visibility: public
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Jakob Bossek 8 years ago
ran flow mlr.classif.ksvm(5) on task Supervised Classification on data set haberman
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5825, f_measure: 0.7012, kappa: 0.1914, kb_relative_information_score: 71.2909, mean_absolute_error: 0.2712, mean_prior_absolute_error: 0.39, number_of_instances: 306, precision: 0.695, predictive_accuracy: 0.7288, prior_entropy: 0.836, recall: 0.7288, relative_absolute_error: 0.6955, root_mean_prior_squared_error: 0.4412, root_mean_squared_error: 0.5208, root_relative_squared_error: 1.1805,
Jakob Bossek 8 years ago
ran flow mlr.classif.ksvm(5) on task Supervised Classification on data set sonar
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8513, f_measure: 0.8511, kappa: 0.7011, kb_relative_information_score: 145.5877, mean_absolute_error: 0.149, mean_prior_absolute_error: 0.4978, number_of_instances: 208, precision: 0.8515, predictive_accuracy: 0.851, prior_entropy: 0.9968, recall: 0.851, relative_absolute_error: 0.2994, root_mean_prior_squared_error: 0.4989, root_mean_squared_error: 0.3861, root_relative_squared_error: 0.7739,
Jakob Bossek 8 years ago
ran flow mlr.classif.ksvm(5) on task Supervised Classification on data set lymph
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8553, f_measure: 0.8447, kappa: 0.714, kb_relative_information_score: 99.1142, mean_absolute_error: 0.0743, mean_prior_absolute_error: 0.2677, number_of_instances: 148, precision: 0.8394, predictive_accuracy: 0.8514, prior_entropy: 1.2818, recall: 0.8514, relative_absolute_error: 0.2776, root_mean_prior_squared_error: 0.3639, root_mean_squared_error: 0.2726, root_relative_squared_error: 0.7491,
Jakob Bossek 8 years ago
ran flow mlr.classif.ksvm(5) on task Supervised Classification on data set haberman
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.58, f_measure: 0.7062, kappa: 0.1984, kb_relative_information_score: 88.1987, mean_absolute_error: 0.2516, mean_prior_absolute_error: 0.39, number_of_instances: 306, precision: 0.7151, predictive_accuracy: 0.7484, prior_entropy: 0.836, recall: 0.7484, relative_absolute_error: 0.6452, root_mean_prior_squared_error: 0.4412, root_mean_squared_error: 0.5016, root_relative_squared_error: 1.137,
Jakob Bossek 8 years ago
ran flow mlr.classif.ksvm(5) on task Supervised Classification on data set sonar
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8235, f_measure: 0.8262, kappa: 0.6505, kb_relative_information_score: 135.5233, mean_absolute_error: 0.1731, mean_prior_absolute_error: 0.4978, number_of_instances: 208, precision: 0.828, predictive_accuracy: 0.8269, prior_entropy: 0.9968, recall: 0.8269, relative_absolute_error: 0.3477, root_mean_prior_squared_error: 0.4989, root_mean_squared_error: 0.416, root_relative_squared_error: 0.8339,
Jakob Bossek 8 years ago
ran flow mlr.classif.ksvm(5) on task Supervised Classification on data set lymph
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8092, f_measure: 0.7784, kappa: 0.6009, kb_relative_information_score: 83.7277, mean_absolute_error: 0.1081, mean_prior_absolute_error: 0.2677, number_of_instances: 148, precision: 0.8152, predictive_accuracy: 0.7838, prior_entropy: 1.2818, recall: 0.7838, relative_absolute_error: 0.4038, root_mean_prior_squared_error: 0.3639, root_mean_squared_error: 0.3288, root_relative_squared_error: 0.9034,
Jakob Bossek 8 years ago
ran flow mlr.classif.ksvm(5) on task Supervised Classification on data set haberman
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.58, f_measure: 0.7062, kappa: 0.1984, kb_relative_information_score: 88.1987, mean_absolute_error: 0.2516, mean_prior_absolute_error: 0.39, number_of_instances: 306, precision: 0.7151, predictive_accuracy: 0.7484, prior_entropy: 0.836, recall: 0.7484, relative_absolute_error: 0.6452, root_mean_prior_squared_error: 0.4412, root_mean_squared_error: 0.5016, root_relative_squared_error: 1.137,
Jakob Bossek 8 years ago
ran flow mlr.classif.ksvm(5) on task Supervised Classification on data set sonar
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8184, f_measure: 0.8213, kappa: 0.6405, kb_relative_information_score: 133.5104, mean_absolute_error: 0.1779, mean_prior_absolute_error: 0.4978, number_of_instances: 208, precision: 0.8235, predictive_accuracy: 0.8221, prior_entropy: 0.9968, recall: 0.8221, relative_absolute_error: 0.3574, root_mean_prior_squared_error: 0.4989, root_mean_squared_error: 0.4218, root_relative_squared_error: 0.8454,
Jakob Bossek 8 years ago
ran flow mlr.classif.ksvm(5) on task Supervised Classification on data set lymph
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8311, f_measure: 0.8237, kappa: 0.6727, kb_relative_information_score: 94.3169, mean_absolute_error: 0.0845, mean_prior_absolute_error: 0.2677, number_of_instances: 148, precision: 0.8214, predictive_accuracy: 0.8311, prior_entropy: 1.2818, recall: 0.8311, relative_absolute_error: 0.3155, root_mean_prior_squared_error: 0.3639, root_mean_squared_error: 0.2906, root_relative_squared_error: 0.7985,
Jakob Bossek 8 years ago
ran flow mlr.classif.ksvm(5) on task Supervised Classification on data set lymph
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8311, f_measure: 0.8237, kappa: 0.6727, kb_relative_information_score: 94.3169, mean_absolute_error: 0.0845, mean_prior_absolute_error: 0.2677, number_of_instances: 148, precision: 0.8214, predictive_accuracy: 0.8311, prior_entropy: 1.2818, recall: 0.8311, relative_absolute_error: 0.3155, root_mean_prior_squared_error: 0.3639, root_mean_squared_error: 0.2906, root_relative_squared_error: 0.7985,
Giuseppe Casalicchio 8 years ago
ran flow mlr.classif.ksvm(4) on task Supervised Classification on data set haberman
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5825, f_measure: 0.7012, kappa: 0.1914, kb_relative_information_score: 71.2909, mean_absolute_error: 0.2712, mean_prior_absolute_error: 0.39, number_of_instances: 306, precision: 0.695, predictive_accuracy: 0.7288, prior_entropy: 0.836, recall: 0.7288, relative_absolute_error: 0.6955, root_mean_prior_squared_error: 0.4412, root_mean_squared_error: 0.5208, root_relative_squared_error: 1.1805,
Giuseppe Casalicchio 8 years ago
ran flow mlr.classif.ksvm(4) on task Supervised Classification on data set sonar
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8513, f_measure: 0.8511, kappa: 0.7011, kb_relative_information_score: 145.5877, mean_absolute_error: 0.149, mean_prior_absolute_error: 0.4978, number_of_instances: 208, precision: 0.8515, predictive_accuracy: 0.851, prior_entropy: 0.9968, recall: 0.851, relative_absolute_error: 0.2994, root_mean_prior_squared_error: 0.4989, root_mean_squared_error: 0.3861, root_relative_squared_error: 0.7739,
Giuseppe Casalicchio 8 years ago
ran flow mlr.classif.ksvm(4) on task Supervised Classification on data set lymph
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8553, f_measure: 0.8447, kappa: 0.714, kb_relative_information_score: 99.1142, mean_absolute_error: 0.0743, mean_prior_absolute_error: 0.2677, number_of_instances: 148, precision: 0.8394, predictive_accuracy: 0.8514, prior_entropy: 1.2818, recall: 0.8514, relative_absolute_error: 0.2776, root_mean_prior_squared_error: 0.3639, root_mean_squared_error: 0.2726, root_relative_squared_error: 0.7491,
Giuseppe Casalicchio 8 years ago
ran flow mlr.classif.ksvm(4) on task Supervised Classification on data set haberman
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.58, f_measure: 0.7062, kappa: 0.1984, kb_relative_information_score: 88.1987, mean_absolute_error: 0.2516, mean_prior_absolute_error: 0.39, number_of_instances: 306, precision: 0.7151, predictive_accuracy: 0.7484, prior_entropy: 0.836, recall: 0.7484, relative_absolute_error: 0.6452, root_mean_prior_squared_error: 0.4412, root_mean_squared_error: 0.5016, root_relative_squared_error: 1.137,
Giuseppe Casalicchio 8 years ago
ran flow mlr.classif.ksvm(4) on task Supervised Classification on data set sonar
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8235, f_measure: 0.8262, kappa: 0.6505, kb_relative_information_score: 135.5233, mean_absolute_error: 0.1731, mean_prior_absolute_error: 0.4978, number_of_instances: 208, precision: 0.828, predictive_accuracy: 0.8269, prior_entropy: 0.9968, recall: 0.8269, relative_absolute_error: 0.3477, root_mean_prior_squared_error: 0.4989, root_mean_squared_error: 0.416, root_relative_squared_error: 0.8339,
Giuseppe Casalicchio 8 years ago
ran flow mlr.classif.ksvm(4) on task Supervised Classification on data set lymph
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8092, f_measure: 0.7784, kappa: 0.6009, kb_relative_information_score: 83.7277, mean_absolute_error: 0.1081, mean_prior_absolute_error: 0.2677, number_of_instances: 148, precision: 0.8152, predictive_accuracy: 0.7838, prior_entropy: 1.2818, recall: 0.7838, relative_absolute_error: 0.4038, root_mean_prior_squared_error: 0.3639, root_mean_squared_error: 0.3288, root_relative_squared_error: 0.9034,
Giuseppe Casalicchio 8 years ago
ran flow mlr.classif.ksvm(4) on task Supervised Classification on data set haberman
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.58, f_measure: 0.7062, kappa: 0.1984, kb_relative_information_score: 88.1987, mean_absolute_error: 0.2516, mean_prior_absolute_error: 0.39, number_of_instances: 306, precision: 0.7151, predictive_accuracy: 0.7484, prior_entropy: 0.836, recall: 0.7484, relative_absolute_error: 0.6452, root_mean_prior_squared_error: 0.4412, root_mean_squared_error: 0.5016, root_relative_squared_error: 1.137,
Giuseppe Casalicchio 8 years ago
ran flow mlr.classif.ksvm(4) on task Supervised Classification on data set sonar
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8184, f_measure: 0.8213, kappa: 0.6405, kb_relative_information_score: 133.5104, mean_absolute_error: 0.1779, mean_prior_absolute_error: 0.4978, number_of_instances: 208, precision: 0.8235, predictive_accuracy: 0.8221, prior_entropy: 0.9968, recall: 0.8221, relative_absolute_error: 0.3574, root_mean_prior_squared_error: 0.4989, root_mean_squared_error: 0.4218, root_relative_squared_error: 0.8454,
Giuseppe Casalicchio 8 years ago
ran flow mlr.classif.ksvm(4) on task Supervised Classification on data set lymph
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8311, f_measure: 0.8237, kappa: 0.6727, kb_relative_information_score: 94.3169, mean_absolute_error: 0.0845, mean_prior_absolute_error: 0.2677, number_of_instances: 148, precision: 0.8214, predictive_accuracy: 0.8311, prior_entropy: 1.2818, recall: 0.8311, relative_absolute_error: 0.3155, root_mean_prior_squared_error: 0.3639, root_mean_squared_error: 0.2906, root_relative_squared_error: 0.7985,