Main Purpose
CatBoost.ai is a website dedicated to providing information and resources about the CatBoost library, an open-source gradient boosting framework for machine learning tasks.
Key Features
- Native handling for categorical features
- Fast GPU training
- Visualizations and tools for model and feature analysis
- Using Oblivious Trees or Symmetric Trees for faster execution
- Ordered Boosting to overcome overfitting
Use Case
- Recommendation systems
- Fraud detection
- Image classification
- Text classification
- Customer churn prediction
- Medical diagnoses
- Natural language processing (NLP)
