Run
513258

Run 513258

Task 3733 (Supervised Classification) fri_c2_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
0.8004
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8041
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6002
Cross-validation details (10-fold Crossvalidation)
KB relative information score
297.9936
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.196
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4897
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8043
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.804
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9851
Cross-validation details (10-fold Crossvalidation)
Recall
0.804
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4003
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4948
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4427
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8948
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.646
UserCPU time millis testing
0.472
UserCPU time millis training
0.174