Run
8866451

Run 8866451

Task 146219 (Supervised Classification) xd6 Uploaded 28-02-2018 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
0.8594
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8068
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5537
Cross-validation details (10-fold Crossvalidation)
KB relative information score
322.4382
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3059
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.443
Cross-validation details (10-fold Crossvalidation)
Number of instances
973
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.811
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.814
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9162
Cross-validation details (10-fold Crossvalidation)
Recall
0.814
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6905
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4706
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3723
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7913
Cross-validation details (10-fold Crossvalidation)