Run
8869516

Run 8869516

Task 146209 (Supervised Classification) thyroid-new Uploaded 01-03-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-Ranker-ReliefF-SMO(1)A Weka KnowledgeFlow using AttributeSelection-Ranker-ReliefF-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
0.8517
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8837
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7386
Cross-validation details (10-fold Crossvalidation)
KB relative information score
80.8961
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.246
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3133
Cross-validation details (10-fold Crossvalidation)
Number of instances
215
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9072
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.893
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.1962
Cross-validation details (10-fold Crossvalidation)
Recall
0.893
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7851
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3947
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3128
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7926
Cross-validation details (10-fold Crossvalidation)