Run
523351

Run 523351

Task 219 (Supervised Classification) electricity Uploaded 10-02-2016 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
0.6896
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7044
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4068
Cross-validation details (10-fold Crossvalidation)
KB relative information score
19999.6587
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2702
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4886
Cross-validation details (10-fold Crossvalidation)
Number of instances
45312
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7701
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7298
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7298
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.553
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5198
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0517
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
20.284
UserCPU time millis testing
18.517
UserCPU time millis training
1.767