Building more accurate decision trees with the additive tree

The expansion of machine learning to high-stakes application domains such as medicine, finance, and criminal justice, where making informed decisions requires clear understanding of the model, has increased the interest in interpretable machine learning. The widely used Classification and Regression...

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Detalles Bibliográficos
Publicado en:Proc Natl Acad Sci U S A
Main Authors: Luna, José Marcio, Gennatas, Efstathios D., Ungar, Lyle H., Eaton, Eric, Diffenderfer, Eric S., Jensen, Shane T., Simone, Charles B., Friedman, Jerome H., Solberg, Timothy D., Valdes, Gilmer
Formato: Artigo
Idioma:Inglês
Publicado: National Academy of Sciences 2019
Assuntos:
Physical Sciences
Acceso en liña:https://ncbi.nlm.nih.gov/pmc/articles/PMC6778203/
https://ncbi.nlm.nih.gov/pubmed/31527280
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1073/pnas.1816748116
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