Article

Efficiency Index for Binary Classifiers: Concept, Extension, and Application

2023-04-04

Abstract excerpt

Many metrics exist for the evaluation of binary classifiers, all with their particular advantages and shortcomings. Recently an “Efficiency Index” for the evaluation of classifiers has been proposed, based on the consistency, or matching, and contradiction, or mismatching, of outcomes. This metric and its confidence intervals are easy to calculate from base data in a 2x2 contingency table, and values c...

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Literature Corpus work: ff424144-e79b-50bd-a1a4-02285e9d696e
DOI: 10.20944/preprints202304.0050.v1

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