Run
571673

Run 571673

Task 29 (Supervised Classification) credit-approval Uploaded 05-05-2016 by Rafael Gomes Mantovani
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Flow

classif.naiveBayes(9)Learner classif.naiveBayes from package(s) e1071.
classif.naiveBayes(9)_openml.seed1
classif.naiveBayes(9)_openml.kindMersenne-Twister
classif.naiveBayes(9)_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
0.7524
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7623
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5212
Cross-validation details (10-fold Crossvalidation)
KB relative information score
368.395
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.229
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.494
Cross-validation details (10-fold Crossvalidation)
Number of instances
690
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7884
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.771
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9913
Cross-validation details (10-fold Crossvalidation)
Recall
0.771
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4636
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.497
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4785
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9629
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.077
UserCPU time millis testing
0.854
UserCPU time millis training
0.223