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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Auteurs principaux:	Bita Ghasemkhani, Kadriye Filiz Balbal, Derya Birant
Format:	Artigo
Langue:	Inglês
Publié:	MDPI AG 2024-09-01
Collection:	Mathematics
Sujets:	machine learning multi-label learning classification mathematics multi-class multi-label dataset logistic model tree
Accès en ligne:	https://www.mdpi.com/2227-7390/12/18/2825
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