Run
523857

Run 523857

Task 3485 (Supervised Classification) scene Uploaded 11-02-2016 by Rafael Gomes Mantovani
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Flow

classif.naiveBayes(6)Learner classif.naiveBayes from package(s) e1071.
classif.naiveBayes(6)_seed1
classif.naiveBayes(6)_kindMersenne-Twister
classif.naiveBayes(6)_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
0.7586
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7221
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3259
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-678.8923
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3145
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2942
Cross-validation details (10-fold Crossvalidation)
Number of instances
2407
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8494
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6855
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6786
Cross-validation details (10-fold Crossvalidation)
Recall
0.6855
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.0691
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3834
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5608
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.4627
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
47.659
UserCPU time millis testing
41.315
UserCPU time millis training
6.344