Run
2281731

Run 2281731

Task 145834 (Supervised Classification) banknote-authentication Uploaded 20-05-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.svm(7)Learner mlr.classif.svm from package(s) e1071.
mlr.classif.svm(7)_cost0.00523322321868212
mlr.classif.svm(7)_kernellinear
mlr.classif.svm(7)_openml.seed1
mlr.classif.svm(7)_openml.kindMersenne-Twister
mlr.classif.svm(7)_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
0.9981
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9709
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9411
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1274.6179
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0369
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
0.9713
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9708
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.9708
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0748
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1362
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.274
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1869.6309
UserCPU time millis
1.08
UserCPU time millis testing
0.023
UserCPU time millis training
1.057