Kaggle Competition: House Prices, Advanced Regression Techniques. Public Leaderboard Score 0.12076.
- Data cleaning and filling up missing values
- Basic feature engineering
- Create some new features
- Simplifications of existing features
- Combinations of existing features
- Polynomials on the top 10 existing features
- Create some boolean features
- ...
- Skewness data transform
- Cross validation for Lasso and XGBRegressor model
- Residuals analyse for model predictions voting
- ...
This project is licensed under the terms of the MIT license.