generalized additive model

Model Perspective

Oct 21, 2022 · Artificial Intelligence

How Explainable Boosting Machines (EBM) Combine Accuracy and Interpretability

Explainable Boosting Machines (EBM) integrate boosting trees into generalized additive models, using the FAST algorithm to efficiently detect high‑impact pairwise interactions, delivering near‑state‑of‑the‑art accuracy while preserving strong global and local interpretability, as demonstrated on breast‑cancer data.