BART: Bayesian additive regression trees
Work
Year: 2010
Type: article
Abstract: We develop a Bayesian "sum-of-trees" model where each tree is constrained by a regularization prior to be a weak learner, and fitting and inference are accomplished via an iterative Bayesian backfitti... more
Source: The Annals of Applied Statistics
Institutions Acadia Pharmaceuticals (United States), University of Pennsylvania, The University of Texas at Austin
Cites: 29
Cited by: 1,001
Related to: 10
FWCI: 37.92
Citation percentile (by year/subfield): 100
Subfield: Artificial Intelligence
Field: Computer Science
Domain: Physical Sciences
Sustainable Development Goal Reduced inequalities
Open Access status: bronze