Run
517823

Run 517823

Task 3751 (Supervised Classification) fri_c0_500_50 Uploaded 30-01-2016 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
0.8035
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8039
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6075
Cross-validation details (10-fold Crossvalidation)
KB relative information score
303.8367
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.196
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4997
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8042
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.804
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9996
Cross-validation details (10-fold Crossvalidation)
Recall
0.804
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3922
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4999
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4427
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8857
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.064
UserCPU time millis testing
0.762
UserCPU time millis training
0.302