OpenML
2189687

Run 2189687

Task 145834 (Supervised Classification) banknote-authentication Uploaded 17-05-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.glmnet(5)Learner mlr.classif.glmnet from package(s) glmnet.
mlr.classif.glmnet(5)_alpha0.459056136198342
mlr.classif.glmnet(5)_s0.01
mlr.classif.glmnet(5)_lambda0.0433340801649039
mlr.classif.glmnet(5)_openml.seed1
mlr.classif.glmnet(5)_openml.kindMersenne-Twister
mlr.classif.glmnet(5)_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
0.9951
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9599
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9188
Cross-validation details (10-fold Crossvalidation)
KB relative information score
928.671
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1862
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
0.9599
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9599
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.9599
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3769
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2295
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4618
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1741.1835
UserCPU time millis
0.228
UserCPU time millis testing
0.05
UserCPU time millis training
0.178