House Price Prediction in Natural Hazard Prone Areas - Part 2

Different Regression models i.e. Linear Regression, Decision Tree Regression, Gradient Boosted Regression, and Random Forest Regression were used. The performance of those models using R² were compared. Based on these performance score, better performing model were suggested to predict house price.

House Price Prediction in Natural Hazard Prone Areas

House Price Prediction in Natural Hazard Prone Areas - Part 1: Exploratory Data Analysis (EDA). California is well known for Earthquakes and it is overdue for a major shaking.