Run
7936630

Run 7936630

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)_minsplit32
mlr.classif.rpart.imputed.dummied.preproc(1)_minbucket32
mlr.classif.rpart.imputed.dummied.preproc(1)_cp0.00457643822970447
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
0.9591
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.928
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8546
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1087.6117
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1108
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
0.929
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9278
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.9278
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2244
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.244
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.491
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.289
UserCPU time millis testing
0.033
UserCPU time millis training
0.256