Run
8877984

Run 8877984

Task 145940 (Supervised Classification) thyroid-allrep Uploaded 09-03-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-BestFirst-CfsSubsetEval-ReplaceMissingValues-Nai veBayes(1)A Weka KnowledgeFlow using AttributeSelection-BestFirst-CfsSubsetEval-ReplaceMissingValues-NaiveBayes.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
0.8181
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6847
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.441
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1067.8969
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1583
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2296
Cross-validation details (10-fold Crossvalidation)
Number of instances
2800
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6978
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.69
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5311
Cross-validation details (10-fold Crossvalidation)
Recall
0.69
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6893
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3387
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2938
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8674
Cross-validation details (10-fold Crossvalidation)