Run
8861963

Run 8861963

Task 3782 (Supervised Classification) rabe_166 Uploaded 27-02-2018 by William Raynaut
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Flow

weka.kf.Bagging-NaiveBayes(1)A Weka KnowledgeFlow using Bagging-NaiveBayes.kf

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

17 Evaluation measures

Area under ROC curve
0.9549
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.85
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7007
Cross-validation details (10-fold Crossvalidation)
KB relative information score
26.7039
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1684
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4988
Cross-validation details (10-fold Crossvalidation)
Number of instances
40
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8543
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.85
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9984
Cross-validation details (10-fold Crossvalidation)
Recall
0.85
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3375
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4994
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3179
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6367
Cross-validation details (10-fold Crossvalidation)