Run
522441

Run 522441

Task 3919 (Supervised Classification) pc2 Uploaded 08-02-2016 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
0.6827
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.982
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0958
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-25742.5875
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0283
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0084
Cross-validation details (10-fold Crossvalidation)
Number of instances
5589
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9936
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9717
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.0399
Cross-validation details (10-fold Crossvalidation)
Recall
0.9717
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
3.3765
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.064
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1681
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
2.6264
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
7.936
UserCPU time millis testing
6.727
UserCPU time millis training
1.209