Run
8868057

Run 8868057

Task 3863 (Supervised Classification) hypothyroid Uploaded 01-03-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-Ranker-InfoGain-SMO(1)A Weka KnowledgeFlow using AttributeSelection-Ranker-InfoGain-SMO.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
0.5597
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9061
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1985
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1253.5908
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0687
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
0.9306
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9313
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3928
Cross-validation details (10-fold Crossvalidation)
Recall
0.9313
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4816
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2668
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.262
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9821
Cross-validation details (10-fold Crossvalidation)