Housing Price Analysis


One reason that machine learning algorithms exist is for the modeling of complex problems. Our work encompasses project for a Data Mining course at DePauw University. The project itself is based on the Kaggle competition, House Prices: Advanced Regression Techniques in which competitors are given a data set containing properties of recently-sold houses in Ames, IA, along with their respective sale prices (for detailed information, see Data Description section). From this data, we created a regressor model using various pre-processing methods and machine learning algorithms parameterization techniques.