Multinomial Logit Model Building via TreeNet and Association Rules Analysis: An Application via a Thyroid Dataset

Multinomial Logit Model Building via TreeNet and Association Rules Analysis: An Application via a Thyroid Dataset

A model-building framework is proposed that combines two data mining techniques, TreeNet and association rules analysis (ASA) with multinomial logit model building. TreeNet provides plots that play a key role in transforming quantitative variables into better forms for the model fit, whereas ASA is...

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Bibliographic Details
Main Author: Pannapa Changpetch
Format: Article
Language:English
Published: MDPI AG 2021-02-01
Series:Symmetry
Subjects:
association rules analysis
interaction effect
model building
multinomial logit model
TreeNet
Online Access:https://www.mdpi.com/2073-8994/13/2/287

Internet

https://www.mdpi.com/2073-8994/13/2/287

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