Run
8888143

Run 8888143

Task 3863 (Supervised Classification) hypothyroid Uploaded 26-03-2018 by William Raynaut
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Flow

weka.kf.Bagging-HoeffdingTree(1)A Weka KnowledgeFlow using Bagging-HoeffdingTree.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
0.9939
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9888
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9223
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2830.7437
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0305
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
0.9891
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9886
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3928
Cross-validation details (10-fold Crossvalidation)
Recall
0.9886
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2136
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2668
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1032
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3866
Cross-validation details (10-fold Crossvalidation)