Run
8867848

Run 8867848

Task 7 (Supervised Classification) audiology 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
0.9547
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6388
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6326
Cross-validation details (10-fold Crossvalidation)
KB relative information score
129.5408
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0294
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0724
Cross-validation details (10-fold Crossvalidation)
Number of instances
226
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6198
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6947
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.6349
Cross-validation details (10-fold Crossvalidation)
Recall
0.6947
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4064
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1893
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1373
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7255
Cross-validation details (10-fold Crossvalidation)