Run
508936

Run 508936

Task 9962 (Supervised Classification) seeds 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
0.9286
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9046
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8571
Cross-validation details (10-fold Crossvalidation)
KB relative information score
182.6186
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0635
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4444
Cross-validation details (10-fold Crossvalidation)
Number of instances
210
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9051
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9048
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.585
Cross-validation details (10-fold Crossvalidation)
Recall
0.9048
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1429
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4714
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.252
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5345
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.322
UserCPU time millis testing
0.197
UserCPU time millis training
0.125