Run
520436

Run 520436

Task 3884 (Supervised Classification) page-blocks Uploaded 05-02-2016 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
0.701
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8965
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4226
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1481.7425
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1009
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1838
Cross-validation details (10-fold Crossvalidation)
Number of instances
5473
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8943
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8991
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4768
Cross-validation details (10-fold Crossvalidation)
Recall
0.8991
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5487
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3031
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3176
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0479
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
3.647
UserCPU time millis testing
2.931
UserCPU time millis training
0.716