- Provides predictions in seconds without the need for tuning, training, or retraining.
- Automatically handles missing values and categorical features in datasets up to 50K samples and 2K features.
- Offers calibrated probabilities, uncertainty estimates, and interpretability features.
- Outperforms baseline models like ridge regression and gradient boosting in speed and accuracy on benchmark tasks.