Run
8889190

Run 8889190

Task 145808 (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
0.951
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.95
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6409
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1881.9625
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0331
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0729
Cross-validation details (10-fold Crossvalidation)
Number of instances
3772
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9495
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9557
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4715
Cross-validation details (10-fold Crossvalidation)
Recall
0.9557
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4538
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1904
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1321
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6938
Cross-validation details (10-fold Crossvalidation)