Run
8864154

Run 8864154

Task 10089 (Supervised Classification) acute-inflammations 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
0.9963
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9409
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8776
Cross-validation details (10-fold Crossvalidation)
KB relative information score
103.6508
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.067
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4863
Cross-validation details (10-fold Crossvalidation)
Number of instances
120
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.947
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9417
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9805
Cross-validation details (10-fold Crossvalidation)
Recall
0.9417
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1377
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.493
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2104
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4267
Cross-validation details (10-fold Crossvalidation)