Run
515673

Run 515673

Task 3850 (Supervised Classification) collins 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
0.9521
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9628
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8648
Cross-validation details (10-fold Crossvalidation)
KB relative information score
411.4783
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.038
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2697
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9646
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.962
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6375
Cross-validation details (10-fold Crossvalidation)
Recall
0.962
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1409
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3666
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1949
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5317
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.834
UserCPU time millis testing
0.61
UserCPU time millis training
0.224