Random Forest
Robust baseline with strong interpretability via feature importance.
Gradient Boosting
Sequential trees that capture complex non-linear interactions.
XGBoost
Optimized boosting with regularization for high accuracy.
Ensemble
Weighted combination of models for stable, generalizable predictions.
Training Pipeline
Ingest
Features
Train
Validate
Serve