Run
513540

Run 513540

Task 3609 (Supervised Classification) fri_c1_1000_5 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
0.6558
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6598
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3133
Cross-validation details (10-fold Crossvalidation)
KB relative information score
314.7166
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.339
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4963
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6598
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.661
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9947
Cross-validation details (10-fold Crossvalidation)
Recall
0.661
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.683
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4981
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5822
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1688
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.661
UserCPU time millis testing
0.556
UserCPU time millis training
0.105