Real Estate Price Prediction Model Analysis Using Machine Learning

The research illustrates use of ML algos in the field of housing price prediction. The models have been analyzed on real datasets downloaded from Kaggle created by Amitabha Chakraborty. We know that the source on the research of ML prediction in India are scarce, but we encounter conditions which pose need of efficient methodologies to solve this problem. This research gives a glance about the use of ML techniques on the dataset. After careful analysis of data processed and running tests in multiple ways, the results indicate the best suited algorithms for this work.

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Publication Details

Published
2024-10-24
DOI
https://doi.org/10.1109/iccsc62048.2024.10830341
Primary Topic
Housing Market and Economics
Type
article
Field-Weighted Citation Impact
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article

Real Estate Price Prediction Model Analysis Using Machine Learning

Nilesh Bhaskarrao Bahadure, Manoj Diwakar, Kapil Rajput, Sumita Lamba et al.
Housing Market and Economics
article

Real Estate Price Prediction Model Analysis Using Machine Learning

Nilesh Bhaskarrao Bahadure, Manoj Diwakar, Kapil Rajput, Sumita Lamba, Amit Kumar Mishra
article en

Abstract

The research illustrates use of ML algos in the field of housing price prediction. The models have been analyzed on real datasets downloaded from Kaggle created by Amitabha Chakraborty. We know that the source on the research of ML prediction in India are scarce, but we encounter conditions which pose need of efficient methodologies to solve this problem. This research gives a glance about the use of ML techniques on the dataset. After careful analysis of data processed and running tests in multiple ways, the results indicate the best suited algorithms for this work.

Symbiosis International University (IN), Graphic Era University (IN), Dehradun Institute of Technology University (IN)
Decent work and economic growth
Openalex Percentile: Top 69%
Housing Market and Economics
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Real Estate Price Prediction Model Analysis Using Machine Learning — Nilesh Bhaskarrao Bahadure, Manoj Diwakar, et al. · (2024) | TGRS Research Map | TGRS