Run
514452

Run 514452

Task 10093 (Supervised Classification) banknote-authentication Uploaded 28-01-2016 by Rafael Gomes Mantovani
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Flow

classif.rpart(38)Learner classif.rpart from package(s) rpart.
classif.rpart(38)_xval0
classif.rpart(38)_seed1
classif.rpart(38)_kindMersenne-Twister
classif.rpart(38)_normal.kindInversion

Result files

Description

XML file describing the run, including user-defined evaluation measures.

Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.968
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9658
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.931
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1276.2829
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0343
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
0.967
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9657
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.9657
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0694
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1851
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3725
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.221
UserCPU time millis testing
0.053
UserCPU time millis training
0.168