Run
513309

Run 513309

Task 3799 (Supervised Classification) fri_c3_500_10 Uploaded 28-01-2016 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
0.617
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.62
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2341
Cross-validation details (10-fold Crossvalidation)
KB relative information score
115.7316
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.38
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4961
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.62
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.62
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9945
Cross-validation details (10-fold Crossvalidation)
Recall
0.62
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7659
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4981
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6164
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2377
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.619
UserCPU time millis testing
0.453
UserCPU time millis training
0.166