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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Veröffentlicht in:Proc Natl Acad Sci U S A
Hauptverfasser: 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
Format: Artigo
Sprache:Inglês
Veröffentlicht: National Academy of Sciences 2019
Schlagworte:
Physical Sciences
Online Zugang: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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