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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Detalhes bibliográficos

Principais autores:	Bita Ghasemkhani, Kadriye Filiz Balbal, Derya Birant
Formato:	Artigo
Idioma:	Inglês
Publicado em:	MDPI AG 2024-09-01
Colecção:	Mathematics
Assuntos:	machine learning multi-label learning classification mathematics multi-class multi-label dataset logistic model tree
Acesso em linha:	https://www.mdpi.com/2227-7390/12/18/2825
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