Run
2264573

Run 2264573

Task 145834 (Supervised Classification) banknote-authentication Uploaded 19-05-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.rpart(31)Learner mlr.classif.rpart from package(s) rpart.
mlr.classif.rpart(31)_minsplit15
mlr.classif.rpart(31)_minbucket50
mlr.classif.rpart(31)_cp0.666584606515244
mlr.classif.rpart(31)_maxdepth21
mlr.classif.rpart(31)_xval0
mlr.classif.rpart(31)_openml.seed1
mlr.classif.rpart(31)_openml.kindMersenne-Twister
mlr.classif.rpart(31)_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
0.7709
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7035
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4048
Cross-validation details (10-fold Crossvalidation)
KB relative information score
412.3093
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3567
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
0.7308
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7165
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.7165
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7223
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4306
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8665
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1085.2284
UserCPU time millis
0.326
UserCPU time millis testing
0.025
UserCPU time millis training
0.301