Run
8875759

Run 8875759

Task 3863 (Supervised Classification) hypothyroid Uploaded 09-03-2018 by William Raynaut
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Flow

weka.kf.Bagging-SMO(1)A Weka KnowledgeFlow using Bagging-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
0.5957
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9106
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2403
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1370.707
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0661
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
0.9352
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9337
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3928
Cross-validation details (10-fold Crossvalidation)
Recall
0.9337
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4639
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2668
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2552
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9563
Cross-validation details (10-fold Crossvalidation)