Tree-Structured Boosting: Connections Between Gradient Boosted Stumps and Full Decision Trees

José Marcio Luna, Eric Eaton, Lyle H. Ungar +7

Additive models, such as produced by gradient boosting, and full interaction models, such as classification and regression trees (CART), are widely used algorithms that have been i…