Run
513155

Run 513155

Task 3689 (Supervised Classification) fri_c1_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
0.6548
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.66
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3121
Cross-validation details (10-fold Crossvalidation)
KB relative information score
157.4717
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.338
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4954
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6604
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.662
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9934
Cross-validation details (10-fold Crossvalidation)
Recall
0.662
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6823
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4977
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5814
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1682
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.633
UserCPU time millis testing
0.467
UserCPU time millis training
0.166