Run
6279157

Run 6279157

Task 146064 (Supervised Classification) monks-problems-1 Uploaded 28-08-2017 by OpenML_Bot R
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Flow

mlr.classif.svm(6)Learner mlr.classif.svm from package(s) e1071.
mlr.classif.svm(6)_cost16.1960791298276
mlr.classif.svm(6)_gamma154.780620318701
mlr.classif.svm(6)_openml.seed1
mlr.classif.svm(6)_openml.kindMersenne-Twister
mlr.classif.svm(6)_openml.normal.kindInversion

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

21 Evaluation measures

Area under ROC curve
0.8011
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6758
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3705
Cross-validation details (10-fold Crossvalidation)
KB relative information score
213.162
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3089
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
556
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7097
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6853
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.6853
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6179
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3916
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7833
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1289.9463
UserCPU time millis
1.143
UserCPU time millis testing
0.039
UserCPU time millis training
1.104