OpenML
2189754

Run 2189754

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)_alpha0.360543499700725
mlr.classif.glmnet(5)_s0.01
mlr.classif.glmnet(5)_lambda0.00150032471411895
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
0.9996
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9811
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9618
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1270.6807
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0424
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
0.9815
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9811
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.9811
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0858
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1097
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2207
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1756.8056
UserCPU time millis
0.214
UserCPU time millis testing
0.044
UserCPU time millis training
0.17