Run
7159545

Run 7159545

Task 145834 (Supervised Classification) banknote-authentication Uploaded 04-09-2017 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)_cost0.340538350791551
mlr.classif.svm(6)_kernelpolynomial
mlr.classif.svm(6)_degree4
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
0.8887
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7695
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5326
Cross-validation details (10-fold Crossvalidation)
KB relative information score
591.5922
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2918
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4939
Cross-validation details (10-fold Crossvalidation)
Number of instances
1372
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7797
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7741
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.7741
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5909
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3774
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7595
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1293.1837
UserCPU time millis
1.983
UserCPU time millis testing
0.035
UserCPU time millis training
1.948