Run
1928681

Run 1928681

Task 10093 (Supervised Classification) banknote-authentication Uploaded 02-04-2017 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)_minsplit8
mlr.classif.rpart(31)_minbucket25
mlr.classif.rpart(31)_cp0.658484314801171
mlr.classif.rpart(31)_maxdepth3
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
0.8296
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8168
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6287
Cross-validation details (10-fold Crossvalidation)
KB relative information score
657.0567
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2759
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
0.8168
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8171
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.8171
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5587
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3748
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7543
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1836.792
UserCPU time millis
0.18
UserCPU time millis testing
0.011
UserCPU time millis training
0.169