Uncertain Logistic Regression Models
AIMS mathematics(2024)
摘要
Logistic regression is a generalized nonlinear regression analysis model and is often used for data mining, automatic disease diagnosis, economic prediction, and other fields. In this paper, we first aimed to introduce the concept of uncertain logistic regression based on the uncertainty theory, as well as investigating the likelihood function in the sense of uncertain measure to represent the likelihood of unknown parameters.
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关键词
uncertain logistic regression,maximum likelihood estimation,uncertainty theory
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