The Prediction on Specific Datasets Using Linear Regression with Regularization and Linear Regression with Gradient Descent

Ma, Yichen; Li, Xinyue; Cai, Botao

The Prediction on Specific Datasets Using Linear Regression with Regularization and Linear Regression with Gradient Descent

Ma, Yichen and Li, Xinyue and Cai, Botao (2024) The Prediction on Specific Datasets Using Linear Regression with Regularization and Linear Regression with Gradient Descent. In: Proceedings of the 3rd International Conference on Public Management and Big Data Analysis, PMBDA 2023, December 15–17, 2023, Nanjing, China.

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Abstract

This article mainly discusses the methods of predicting specific datasets using linear regression with regularization and linear regression with gradient descent. Firstly, the basic principles and mathematical models of these two methods are introduced in detail. Then, through case studies, the auth

Item Type:	Conference or Workshop Item (UNSPECIFIED)
Date Deposited:	04 Mar 2026 17:33
Last Modified:	16 Apr 2026 23:47
URI:	http://eprints.eai.eu/id/eprint/48841

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