A working guide to boosted regression trees
Abstract
1. Ecologists use statistical models for both explanation and prediction, and need techniques that are flexible enough to express typical features of their data, such as nonlinearities and interactions. 2. This study provides a working guide to boosted regression trees (BRT), an ensemble method for …
Keywords
National Center for Biotechnology Information
NCBI
NLM
MEDLINE
animals
pubmed abstract
nih
national institutes of health
national library of medicine
models
research support
non-u.s. gov't
regression analysis
biological
pmid:18397250
doi:10.1111/j.1365-2656.2008.01390.x
j elith
j r leathwick
t hastie
anguilla / growth & development
anguilla / physiology*
decision trees
ecology / statistics & numerical data*
statistical*
statistics as topic*
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110828
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