Developing a Robust Rental Price Prediction System: Insights from Linear Regression, Decision Trees, and Random Forest

Estimation of the rent rate is an important task in the entire real estate industry and can have a heavy consequence for landlords and future tenants. This paper presents a predictive modeling in rental pricing, using machine learning approaches in the Java programming paradigm to build a strong sys...

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Bibliographic Details

Published in:	2024 International Conference on Innovative Computing, Intelligent Communication and Smart Electrical Systems (ICSES) pp. 1 - 7
Main Authors:	Hussain, Mohammed Javed, Krishna, P V Satwik, Reddy, J Nandan, Krishna, J.S. Siva Rama, Reshikesh Reddy, Puttamreddy, Murali, Saritha
Format:	Conference Proceeding
Language:	English
Published:	IEEE 12.12.2024
Subjects:	Decision Tree Decision trees Estimation Input variables Linear regression Machine learning algorithms Prediction algorithms Predictive models Pricing Random Forest Random forests Real estate industry Robustness
ISBN:	9798331543617
Online Access:	Get full text
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