Decision Tree — Glossary

decision_tree

---

Definition

A single tree of if/then splits on feature values. Highly interpretable but prone to overfitting; the building block of random forests and boosting.

Examples

IF soil_N > 12 THEN high biomass branch.

Related terms

Random Forest Machine Learning Overfitting