Run
8880998

Run 8880998

Task 3863 (Supervised Classification) hypothyroid Uploaded 10-03-2018 by William Raynaut
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Flow

weka.kf.AdaBoostM1-NaiveBayes(1)A Weka KnowledgeFlow using AdaBoostM1-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
0.8434
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9421
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5462
Cross-validation details (10-fold Crossvalidation)
KB relative information score
428.9626
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0874
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1426
Cross-validation details (10-fold Crossvalidation)
Number of instances
3772
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9452
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9496
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3928
Cross-validation details (10-fold Crossvalidation)
Recall
0.9496
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6133
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2668
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2135
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8
Cross-validation details (10-fold Crossvalidation)