Run
8889603

Run 8889603

Task 145943 (Supervised Classification) thyroid-ann 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
0.8051
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8885
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
332.575
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0912
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0948
Cross-validation details (10-fold Crossvalidation)
Number of instances
3772
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8551
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9247
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4563
Cross-validation details (10-fold Crossvalidation)
Recall
0.9247
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9628
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2174
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2109
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9703
Cross-validation details (10-fold Crossvalidation)