Run
8866336

Run 8866336

Task 146203 (Supervised Classification) hypothyroid 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
0.8642
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9309
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3522
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-5931.1598
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1231
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0912
Cross-validation details (10-fold Crossvalidation)
Number of instances
3163
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9438
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9213
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.2779
Cross-validation details (10-fold Crossvalidation)
Recall
0.9213
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.3502
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2132
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2343
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0991
Cross-validation details (10-fold Crossvalidation)