Intelligent Feature Selection Ensemble Model for Price Prediction in Real Estate Markets

Intelligent Feature Selection Ensemble Model for Price Prediction in Real Estate Markets

Real estate is crucial to the global economy, propelling economic and social development. This study examines the effects of dimensionality reduction through Recursive Feature Elimination (RFE), Random Forest (RF), and Boruta on real estate price prediction, assessing ensemble models like Bagging, R...

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Bibliographic Details
Main Authors: Daniel Cristóbal Andrade-Girón, William Joel Marin-Rodriguez, Marcelo Gumercindo Zuñiga-Rojas
Format: Article
Language:English
Published: MDPI AG 2025-05-01
Series:Informatics
Subjects:
ensemble model
machine learning
prediction
real estate
regression
dimensionality reduction
Online Access:https://www.mdpi.com/2227-9709/12/2/52
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