Prediction of House Price Index Based on Bagging Integrated WOA-SVR Model

Aiming at the shortcomings of a single machine learning model with low model prediction accuracy and insufficient generalization ability in house price index prediction, a whale algorithm optimized support vector regression model based on bagging ensemble learning method is proposed. Firstly, gray c...

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Auteurs principaux: Xiang Wang, Shen Gao, Shiyu Zhou, Yibin Guo, Yonghui Duan, Daqing Wu
Format: article
Langue:EN
Publié: Hindawi Limited 2021
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Accès en ligne:https://doaj.org/article/8d5ab2e36dc24544981040d7f03f2ea7
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