An introduction to CatBoost in R. See:
- Main presentation: bit.ly/CatBoostRIntro
- Basic CatBoost example notebook: bit.ly/BasicCatBoostExample
- Tidy CatBoost example: bit.ly/TidyCatBoostExample
Links:
- CatBoost paper: bit.ly/CatBoostPaper
- CatBoost website: bit.ly/CatBoostSite
- Training parameters: bit.ly/CatBoostParams
- Overview of handling categorical variables in GB models: bit.ly/CatBoostComparison
- CatBoost R usage examples: bit.ly/CatBoostUsage
- Comparisons between CatBoost, xgboost, and lightgbm: