Generalized random forests (S. Athey, J. Tibshirani, S. Wager. Generalized random forests. Annals of Statistics, 47, no. 2, 1148--1178) 说明 原文31页太长了,里面还有很多公式推导。这里只是补充一下,在大家看GRF的论文原文前,整理GRF的构建过程和基本思想,方便理解。按照论文顺序进行解读的文章, @...
Wager. Generalized random forests. The Annals of Statistics, 47(2): 1148-1178, 2019.Susan Athey, Julie Tibshirani, Stefan Wager, et al. Generalized random forests. The Annals of Statistics, 47(2):1148-1178, 2019.Athey, Susan, Julie Tibshirani, and Stefan Wager. 2019. "Generalized Random ...
Susan Athey, Julie Tibshirani and Stefan Wager. Generalized Random Forests, Annals of Statistics 47.2 (2019): 1148-1178. [arxiv]About Generalized Random Forests grf-labs.github.io/grf/ Resources Readme License GPL-3.0 license Activity Stars 0 stars Watchers 1 watching Forks 0 forks ...
Generalized Additive Independence (GAI) models permit to represent interacting variables in decision making. A fundamental problem is that the expression of a GAI model is not unique as it has several equivalent different decompositions involving multivariate terms. Considering for simplicity 2-additive GA...
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