OpenML
7936602

Run 7936602

Task 10093 (Supervised Classification) banknote-authentication Uploaded 26-09-2017 by Giuseppe Casalicchio
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Flow

mlr.classif.rpart.imputed.dummied.preproc(1)Learner mlr.classif.rpart.imputed.dummied.preproc from package(s) rpart.
mlr.classif.rpart.imputed.dummied.preproc(1)_minsplit128
mlr.classif.rpart.imputed.dummied.preproc(1)_minbucket64
mlr.classif.rpart.imputed.dummied.preproc(1)_cp0.000600589805809933
mlr.classif.rpart.imputed.dummied.preproc(1)_xval0
mlr.classif.rpart.imputed.dummied.preproc(1)_openml.seed1
mlr.classif.rpart.imputed.dummied.preproc(1)_openml.kindMersenne-Twister
mlr.classif.rpart.imputed.dummied.preproc(1)_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.

20 Evaluation measures

Area under ROC curve
0.9249
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8957
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7887
Cross-validation details (10-fold Crossvalidation)
KB relative information score
969.8499
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1574
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
0.8957
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8958
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.8958
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3188
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2884
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5804
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.292
UserCPU time millis testing
0.032
UserCPU time millis training
0.26