Run
520264

Run 520264

Task 3903 (Supervised Classification) pc3 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
0.6314
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5485
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0825
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-4482.6846
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.5374
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1842
Cross-validation details (10-fold Crossvalidation)
Number of instances
1563
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8756
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4626
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.478
Cross-validation details (10-fold Crossvalidation)
Recall
0.4626
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
2.9179
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3031
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.7331
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
2.4184
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2.981
UserCPU time millis testing
2.488
UserCPU time millis training
0.493