Performance comparison of machine learning models.

<p>Performance comparison of machine learning models.</p>

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Bibliographic Details
Main Author:	Jaewon Han (8660295) (author)
Other Authors:	Ayoung Woo (10135799) (author), Sugie Lee (7385393) (author)
Published:	2025
Subjects:	Sociology Science Policy Mental Health Biological Sciences not elsewhere classified Mathematical Sciences not elsewhere classified Information Systems not elsewhere classified identify key features family housing sales family housing price linear regression models hedonic price model gradient boost model family home prices used transaction data family house prices perceived streetscape characteristics machine learning algorithms human eye level machine learning models streetscapes visually perceived visually perceived learning models learning model house prices eye level best machine alternative machine streetscape estimations neighborhood streetscape study used shap method random forest quickly identified performed better explanatory powers &# 8220
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