OpenML
7936603

Run 7936603

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)_minsplit16
mlr.classif.rpart.imputed.dummied.preproc(1)_minbucket32
mlr.classif.rpart.imputed.dummied.preproc(1)_cp0.0115993334230006
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
0.9504
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9213
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8409
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1055.4715
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1244
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
0.9215
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9213
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.9213
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2519
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2595
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5222
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.287
UserCPU time millis testing
0.033
UserCPU time millis training
0.254