Run
7936597

Run 7936597

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)_minbucket2
mlr.classif.rpart.imputed.dummied.preproc(1)_cp0.00853559031228339
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
0.9607
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9264
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8508
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1076.7519
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1154
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
0.9263
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9264
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.9264
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2336
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2496
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5024
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.298
UserCPU time millis testing
0.032
UserCPU time millis training
0.266