OpenML
5832421

Run 5832421

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)_minsplit60
mlr.classif.rpart(29)_minbucket59
mlr.classif.rpart(29)_cp0.675835142610595
mlr.classif.rpart(29)_maxdepth7
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
0.7044
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6249
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2713
Cross-validation details (10-fold Crossvalidation)
KB relative information score
270.5267
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4038
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
0.6947
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6604
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.6604
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8177
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9165
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1295.8783
UserCPU time millis
0.082
UserCPU time millis testing
0.016
UserCPU time millis training
0.066