Run
8865526

Run 8865526

Task 145939 (Supervised Classification) thyroid-allhypo 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
0.8101
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6119
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3802
Cross-validation details (10-fold Crossvalidation)
KB relative information score
866.906
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1867
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2296
Cross-validation details (10-fold Crossvalidation)
Number of instances
2800
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.705
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5821
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5311
Cross-validation details (10-fold Crossvalidation)
Recall
0.5821
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8132
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3387
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3366
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9939
Cross-validation details (10-fold Crossvalidation)