/House-Prediction

House Price Prediction can help the customer to arrange the right time to Purchase a House. It is An - ML based Approach which Predicts the Estimated Price of Housing in Mumbai City.

Primary LanguageJupyter Notebook

HOUSE PREDICTION SYSTEM

IT IS AN ML BASED Predictor System which is used to predict the Housing Prices of Mumbai City in which I take the inputs location, bhk, area, GYM from users. Based on the Data, My MODEL Predicts the Estimated Price of this City is in Lakhs/Crores.

ALGORITHMS WHICH I USED IN THIS MODEL:-

  1. LINEAR REGRESSION
  2. LASSO
  3. RIDGE MODEL FOR PICKLEING THE FILE IN THE ABOVE THREE MODELS RIDGE MODEL IS VERY EFFICIENT IN COMPARISON OF ACCURACY I.E. (89%)

I MAKE THE FLASK APP FOR BETTER UI FOR BEST EXPERIENCED FOR THE USERS WHICH I USED THE SIMPLER HTML JUST FOR DISPLAYING PURPOSE.