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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Vydané v:	Сучасні інформаційні системи Ročník 9; číslo 1; s. 24 - 34
Hlavní autori:	Chelak, Viktor, Hornostal, Oleksii, Chelak, Yehor, Gavrylenko, Svitlana
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	National Technical University "Kharkiv Polytechnic Institute" 24.02.2025
Predmet:	confusion matrix decision rule ensemble classifiers machine learning quality assessment ROC-analysis
ISSN:	2522-9052
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