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CatBoost for big data: an interdisciplinary review

Gradient Boosted Decision Trees (GBDT’s) are a powerful tool for classification and regression tasks in Big Data. Researchers should be familiar with the strengths and weaknesses of current implementations of GBDT’s in order to use them effectively and make successful contributions. CatBoost is a me...

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Detalhes bibliográficos
Publicado no:J Big Data
Main Authors: Hancock, John T., Khoshgoftaar, Taghi M.
Formato: Artigo
Idioma:Inglês
Publicado em: Springer International Publishing 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7610170/
https://ncbi.nlm.nih.gov/pubmed/33169094
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s40537-020-00369-8
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