A New Predictive Method for Classification Tasks in Machine Learning: Multi-Class Multi-Label Logistic Model Tree (MMLMT)

This paper introduces a novel classification method for multi-class multi-label datasets, named multi-class multi-label logistic model tree (MMLMT). Our approach supports multi-label learning to predict multiple class labels simultaneously, thereby enhancing the model’s capacity to capture complex r...

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Bibliographic Details
Published in:Mathematics (Basel) Vol. 12; no. 18; p. 2825
Main Authors: Ghasemkhani, Bita, Balbal, Kadriye Filiz, Birant, Derya
Format: Journal Article
Language:English
Published: Basel MDPI AG 01.09.2024
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ISSN:2227-7390, 2227-7390
Online Access:Get full text
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