Predicting House Prices using various regression models. I have attempted to predict the pricing of a house based off of datasets from Kaggle. For this project, I have used the “House Sales in King County, USA” by harlfoxem from Kaggle (Link: https://www.kaggle.com/harlfoxem/housesalesprediction).
I have evaluated the data on 4 regression models:
- LinearRegression
- RidgeRegressiom
- RandomForestRegressor
- GradientBoostingRegressor
Overview of Submission Folder
This folder contains:
- The dataset from Kaggle
- A Jupyter Notebook where I have used regression models to train the data, and predict the pricing of houses in King County, USA