/House-Price-Estimator

This is a simple desktop application that gives an estimated price of a house in Bangalore based upon location, size, BHK, etc

Primary LanguagePythonGNU General Public License v3.0GPL-3.0

House Price Estimator

This is a simple desktop application that gives an estimated price of a house in Bangalore based upon location, size, BHK, etc.

It uses Linear Regression as the main machine learning algorithm for estimating the house price and use Qt Framework for GUI. The Machine Learning model has an accuracy about 85.495%.

Dataset: https://www.kaggle.com/amitabhajoy/bengaluru-house-price-data

Modules used:

  1. PyQt5
  2. pandas, numpy, matplotlib, sklearn
  3. json

The Graphical Userinterface

The GUI