Run
514003

Run 514003

Task 9971 (Supervised Classification) ilpd Uploaded 28-01-2016 by Rafael Gomes Mantovani
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Flow

classif.naiveBayes(5)Learner classif.naiveBayes from package(s) e1071.
classif.naiveBayes(5)_seed1
classif.naiveBayes(5)_kindMersenne-Twister
classif.naiveBayes(5)_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
0.6786
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5611
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2488
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-97.5018
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4408
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4091
Cross-validation details (10-fold Crossvalidation)
Number of instances
583
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7965
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5592
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8651
Cross-validation details (10-fold Crossvalidation)
Recall
0.5592
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.0775
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4521
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6639
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.4686
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.432
UserCPU time millis testing
0.323
UserCPU time millis training
0.109