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pro vyhledávání: '"Cutler, Adele"'
Global variable importance measures are commonly used to interpret machine learning model results. Local variable importance techniques assess how variables contribute to individual observations rather than the entire dataset. Current methods typical
Externí odkaz:
http://arxiv.org/abs/2411.08821
Random forests are considered one of the best out-of-the-box classification and regression algorithms due to their high level of predictive performance with relatively little tuning. Pairwise proximities can be computed from a trained random forest a
Externí odkaz:
http://arxiv.org/abs/2201.12682
Regression methods for interval-valued data have been increasingly studied in recent years. As most of the existing works focus on linear models, it is important to note that many problems in practice are nonlinear in nature and therefore development
Externí odkaz:
http://arxiv.org/abs/2201.02948
Dimensionality reduction is often used as an initial step in data exploration, either as preprocessing for classification or regression or for visualization. Most dimensionality reduction techniques to date are unsupervised; they do not take class la
Externí odkaz:
http://arxiv.org/abs/2006.08701
Akademický článek
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Autor:
Cutler, Adele
Publikováno v:
Annals of Applied Statistics 2010, Vol. 4, No. 4, 1621-1633
Leo Breiman was a highly creative, influential researcher with a down-to-earth personal style and an insistence on working on important real world problems and producing useful solutions. This paper is a short review of Breiman's extensive contributi
Externí odkaz:
http://arxiv.org/abs/1101.0917
Akademický článek
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Autor:
Cutler, Adele, Cordero-Braña, Olga I.
Publikováno v:
Journal of the American Statistical Association, 1996 Dec 01. 91(436), 1716-1723.
Externí odkaz:
https://www.jstor.org/stable/2291601
Autor:
Wengreen, Heidi, Munger, Ronald G, Cutler, Adele, Quach, Anna, Bowles, Austin, Corcoran, Christopher, Tschanz, JoAnn T, Norton, Maria C, Welsh-Bohmer, Kathleen A
Publikováno v:
In The American Journal of Clinical Nutrition November 2013 98(5):1263-1271
Autor:
Cutler, Adele
Publikováno v:
The Annals of Applied Statistics, 2010 Dec 01. 4(4), 1621-1633.
Externí odkaz:
https://www.jstor.org/stable/23362435