Run
528397

Run 528397

Task 3907 (Supervised Classification) mc1 Uploaded 02-03-2016 by Jean Petric
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Flow

classif.naiveBayes.bagged(1)Learner classif.naiveBayes.bagged from package(s) e1071.
classif.naiveBayes.bagged(1)_bw.iters10
classif.naiveBayes.bagged(1)_bw.replaceTRUE
classif.naiveBayes.bagged(1)_bw.size0.8
classif.naiveBayes.bagged(1)_bw.feats0.75
classif.naiveBayes.bagged(1)_seed1
classif.naiveBayes.bagged(1)_kindMersenne-Twister
classif.naiveBayes.bagged(1)_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
0.7697
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9597
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1045
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-61960.0619
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0659
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0144
Cross-validation details (10-fold Crossvalidation)
Number of instances
9466
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9902
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9341
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.0622
Cross-validation details (10-fold Crossvalidation)
Recall
0.9341
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
4.5884
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.0845
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2567
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
3.0402
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
61.54
UserCPU time millis testing
56.841
UserCPU time millis training
4.699