The problem of thresholds determination in ranking classifiers applied in medical diagnostics
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© 2016 PRO MEDICINA Foundation, Published by PRO MEDICINA Foundation
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Authors
| Name | Affiliation | |
|---|---|---|
Andrzej Ameljańczyk |
|
|
Tomasz Ameljańczyk |
|
contributed: 2016-09-28
final review: 2016-11-10
published: 2016-11-10
Corresponding author: Tomasz Ameljańczyk tomasz.ameljanczyk@wat.edu.pl
Abstract
The paper presents the opportunity for using multi-objective optimization for the development of ranking meta-classifiers being a synthesis of simple ranking domain functions. The method of threshold determination in the developed ranking classifiers applied in medical diagnostics was presented. Analysis was conducted of properties of medical diagnoses acquired with the application of thresholds for both simple and complex classifiers and for meta-classifiers.
Keywords: nondominated diagnosis, ranking diagnosis, simple and complex ranking classifiers, threshold tres, Pareto filter, ranking synthesis
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