Run
2281724

Run 2281724

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)_cost82.3085845435649
mlr.classif.svm(7)_kernelpolynomial
mlr.classif.svm(7)_degree5
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
0.9977
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9715
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9421
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1146.0133
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0928
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
0.9725
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9716
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.9716
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1878
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1732
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3486
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1877.6143
UserCPU time millis
0.683
UserCPU time millis testing
0.016
UserCPU time millis training
0.667