Framework for multi-criteria assessment of classification models for the purposes of credit scoring

Abstract The main dilemma in the case of classification tasks is to find—from among many combinations of methods, techniques and values of their parameters—such a structure of the classifier model that could achieve the best accuracy and efficiency. The aim of the article is to develop and practical...

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Bibliographic Details

Published in:	Journal of Big Data
Main Authors:	Paweł Ziemba, Jarosław Becker, Aneta Becker, Aleksandra Radomska-Zalas
Format:	Article
Language:	English
Published:	SpringerOpen 2023-06-01
Subjects:	Classification algorithms Model evaluation Multi-criteria decision making PROSA PROMETHEE II Credit scoring
Online Access:	https://doi.org/10.1186/s40537-023-00768-7