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Metrics catalogue

Added by Bjarne Andersen · last edited by Bjarne Andersen · on Jun 21, 2012

Metrics Catalogue

Metric
Datatype
Description
Example
Comments
         
         
         

Binary evaluation method

We use sensitivity and specificity as statistical measures of the performance of the binary classification test where 
Sensitivity = Σ true different / (Σ true different + Σ false similar
and 
Specificity = Σ true similar / (Σ true similar + Σ false different
and the F-measure is calculated on this basis as shown in the table below: 

This is one suggested way which is nicely applicable if we test for binary correctness of calculations, i.e. it is applicable for characterisation and QA