Run
5834914

Run 5834914

Task 145834 (Supervised Classification) banknote-authentication Uploaded 13-07-2017 by OpenML_Bot R
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Flow

mlr.classif.rpart(29)Learner mlr.classif.rpart from package(s) rpart.
mlr.classif.rpart(29)_minsplit36
mlr.classif.rpart(29)_minbucket24
mlr.classif.rpart(29)_cp0.0575898711103946
mlr.classif.rpart(29)_maxdepth14
mlr.classif.rpart(29)_xval0
mlr.classif.rpart(29)_openml.seed1
mlr.classif.rpart(29)_openml.kindMersenne-Twister
mlr.classif.rpart(29)_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
0.8893
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8957
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7881
Cross-validation details (10-fold Crossvalidation)
KB relative information score
926.0544
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1778
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
0.8994
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8965
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.8965
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3599
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3012
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6061
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1316.3524
UserCPU time millis
0.088
UserCPU time millis testing
0.016
UserCPU time millis training
0.072