Run
6201227

Run 6201227

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)_minsplit43
mlr.classif.rpart(29)_minbucket21
mlr.classif.rpart(29)_cp0.227089927066118
mlr.classif.rpart(29)_maxdepth5
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
0.8331
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8532
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7041
Cross-validation details (10-fold Crossvalidation)
KB relative information score
742.9384
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2476
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
0.8555
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8528
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.8528
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5014
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3526
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7095
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1278.0408
UserCPU time millis
0.074
UserCPU time millis testing
0.013
UserCPU time millis training
0.061