Run
507853

Run 507853

Task 3818 (Supervised Classification) tae Uploaded 27-01-2016 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
0.6358
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6874
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2915
Cross-validation details (10-fold Crossvalidation)
KB relative information score
47.0952
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.298
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4522
Cross-validation details (10-fold Crossvalidation)
Number of instances
151
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6879
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.702
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9308
Cross-validation details (10-fold Crossvalidation)
Recall
0.702
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.659
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4752
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5459
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1489
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.164
UserCPU time millis testing
0.083
UserCPU time millis training
0.081