Run
8893157

Run 8893157

Task 146203 (Supervised Classification) hypothyroid Uploaded 27-03-2018 by William Raynaut
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Flow

weka.kf.AdaBoostM1-HoeffdingTree(1)A Weka KnowledgeFlow using AdaBoostM1-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
0.909
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9518
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4352
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-885.7983
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0644
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0912
Cross-validation details (10-fold Crossvalidation)
Number of instances
3163
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9497
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9551
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.2779
Cross-validation details (10-fold Crossvalidation)
Recall
0.9551
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7068
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2132
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1878
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8808
Cross-validation details (10-fold Crossvalidation)