Run
521023

Run 521023

Task 3712 (Supervised Classification) wind Uploaded 06-02-2016 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
0.8063
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8086
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6152
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4050.5916
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1908
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4979
Cross-validation details (10-fold Crossvalidation)
Number of instances
6574
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8098
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8092
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9969
Cross-validation details (10-fold Crossvalidation)
Recall
0.8092
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3831
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4989
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4368
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8754
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
4.965
UserCPU time millis testing
4.156
UserCPU time millis training
0.809