Classify Pumps into “functional”, “functional needs repair” or “Non-functional” categories based on a number of variables about what kind of pump is operating, when it was installed, and how it is managed, etc.
Competition Link: https://www.drivendata.org/competitions/7/pump-it-up-data-mining-the-water-table/
Repository contains:
- Exploratory Data Analysis
- Feature Engineering
- Hyperparameter tuning
- Trained models