ADVANCED METHODS FOR CLASSIFICATION QUALITY ASSESSMENT LEVERAGING ROC ANALYSIS AND MULTIDIMENSIONAL CONFUSION MATRIX

The object of the study is the process of classifying objects in scientific problems. The subject of the study is methods aimed at assessing the effectiveness of multiclass classification. The goal of the study is to study the classification process and develop a classifier evaluation module to incr...

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Bibliographic Details

Published in:	Сучасні інформаційні системи Vol. 9; no. 1; pp. 24 - 34
Main Authors:	Chelak, Viktor, Hornostal, Oleksii, Chelak, Yehor, Gavrylenko, Svitlana
Format:	Journal Article
Language:	English
Published:	National Technical University "Kharkiv Polytechnic Institute" 24.02.2025
Subjects:	confusion matrix decision rule ensemble classifiers machine learning quality assessment ROC-analysis
ISSN:	2522-9052
Online Access:	Get full text
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