Run
511533

Run 511533

Task 3860 (Supervised Classification) balance-scale 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
0.9507
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9534
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9061
Cross-validation details (10-fold Crossvalidation)
KB relative information score
566.4679
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0464
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4969
Cross-validation details (10-fold Crossvalidation)
Number of instances
625
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9554
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9536
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9956
Cross-validation details (10-fold Crossvalidation)
Recall
0.9536
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0934
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4985
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2154
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4321
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.466
UserCPU time millis testing
0.369
UserCPU time millis training
0.097