Run
6200929

Run 6200929

Task 145834 (Supervised Classification) banknote-authentication Uploaded 27-08-2017 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)_minsplit41
mlr.classif.rpart(29)_minbucket3
mlr.classif.rpart(29)_cp0.0459262244403362
mlr.classif.rpart(29)_maxdepth25
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
0.8917
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9009
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7988
Cross-validation details (10-fold Crossvalidation)
KB relative information score
943.0764
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1715
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
0.9037
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9016
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.9016
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3472
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.296
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5956
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1305.85
UserCPU time millis
0.089
UserCPU time millis testing
0.017
UserCPU time millis training
0.072