Finding structure in data using multivariate tree boosting

Technology and collaboration enable dramatic increases in the size of psychological and psychiatric data collections, but finding structure in these large data sets with many collected variables is challenging. Decision tree ensembles such as random forests (Strobl, Malley, & Tutz, 2009) are a u...

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Vydané v:	Psychological methods Ročník 21; číslo 4; s. 583
Hlavní autori:	Miller, Patrick J, Lubke, Gitta H, McArtor, Daniel B, Bergeman, C S
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	United States 01.12.2016
Predmet:	Algorithms Datasets as Topic Decision Trees Humans Multivariate Analysis
ISSN:	1939-1463, 1939-1463
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