Run
520166

Run 520166

Task 3902 (Supervised Classification) pc4 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
0.6747
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8672
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3661
Cross-validation details (10-fold Crossvalidation)
KB relative information score
321.4666
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1296
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2148
Cross-validation details (10-fold Crossvalidation)
Number of instances
1458
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8644
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8704
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5368
Cross-validation details (10-fold Crossvalidation)
Recall
0.8704
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6036
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3274
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.36
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0998
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2.847
UserCPU time millis testing
2.328
UserCPU time millis training
0.519