OpenML
4387438

Run 4387438

Task 3903 (Supervised Classification) pc3 Uploaded 06-07-2017 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)_cost3.16238295488406
mlr.classif.svm(6)_kernelpolynomial
mlr.classif.svm(6)_degree5
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
0.5142
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8492
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3.5238
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1837
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1842
Cross-validation details (10-fold Crossvalidation)
Number of instances
1563
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8057
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8976
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.478
Cross-validation details (10-fold Crossvalidation)
Recall
0.8976
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9972
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3031
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.303
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9995
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1280.9353
UserCPU time millis
5.506
UserCPU time millis testing
0.094
UserCPU time millis training
5.412