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SaifSagor / Bangalore-House-Price-Prediction

A machine learning model to predict the house price in Bangalore
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Bangalore House Price Prediction using Multivariate Linear Regression Algorithm #1

Open SaifSagor opened 1 year ago

SaifSagor commented 1 year ago

It is a machine learning model which predicts the house price in Bangalore.

This model is trained using a dataset that contains information about 13321 houses. However, this dataset has a lot of missing values and features containing nonnumerical values. So initially the dataset was not suitable for direct use.

An exploratory data analysis is performed for making the dataset suitable for feeding the algorithm. A multivariate linear regression machine learning algorithm is used in this model and an accuracy of 94.36% is found.

SaifSagor commented 1 year ago

The source code file and dataset are included below:

Bangalore-House-Price-Prediction-main.zip

SaifSagor commented 1 year ago

You can also see the source code from the following repository link:

https://github.com/SaifSagor/Bangalore-House-Price-Prediction