Task: Demonstrate the use of XGBoost and Bayesian Optimization
This demonstration is done on a jupyter notebook.
- Python 3
- Jupyter notebook
- XGBoost
- bayesian-optimization
- sklearn
- numpy, seaborn, pandas
- data source: Kaggle
This notebook demonstrates the use of XGBoost (ensemble learning) with bayesian optimization for hyperparameter fine-tuning on a binary classification problem related to bank loans.