Run
510654

Run 510654

Task 3798 (Supervised Classification) fri_c1_250_10 Uploaded 27-01-2016 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
0.7114
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7159
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4231
Cross-validation details (10-fold Crossvalidation)
KB relative information score
105.0111
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.284
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4929
Cross-validation details (10-fold Crossvalidation)
Number of instances
250
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7157
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.716
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9898
Cross-validation details (10-fold Crossvalidation)
Recall
0.716
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5762
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4964
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5329
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0736
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.289
UserCPU time millis testing
0.186
UserCPU time millis training
0.103