Balikpapan Housing Price Prediction

A simple regression side-project to predict a housing price in balikpapan with scikit-learn's random forest

Data Collection

All the data im using is scraped using BeautifulSoup4

View the site i scraped it from Lamudi

Model

Im using Scikit-learn's RandomForestRegressor()

The model has a test score of 0.7301 on a new unseen data

Deploy

Im deploying the site using render

View the site here :

https://balikpapan-housing-price.onrender.com/