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What is House Price Prediction Using Regression about?
This document summarizes a research project on house price prediction using regression techniques. The authors collected data on house prices in Mumbai from a real estate website and divided the data into training and test sets. They explored and visualized the data, and transformed skewed variables like price and area using logarithms. Multiple linear regression, random forest regression, and XGBoost regression models were used to predict prices based on attributes like area, location, number of bathrooms.
- Author
- Panchami MP
- Language
- EN