Run
8868412

Run 8868412

Task 10095 (Supervised Classification) breast-tissue Uploaded 01-03-2018 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
0.7495
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4812
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3913
Cross-validation details (10-fold Crossvalidation)
KB relative information score
37.9678
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2068
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2763
Cross-validation details (10-fold Crossvalidation)
Number of instances
106
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.4909
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.5667
Cross-validation details (10-fold Crossvalidation)
Recall
0.5
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7484
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3716
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3514
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9457
Cross-validation details (10-fold Crossvalidation)