We investigate the plausibility of extending a rotation forest, originally proposed for classification purpose, to survival analysis. Currently, PCA(Principal components analysis) , SPLS(Sparse partial least squares) rotation are supported. For a detailed information, see the papers by Zhou L, Xu Q, Wang H. (2015) Rotation survival forest for right censored data. <https://doi.org/10.7717/peerj.1009> and Zhou L, Xu Q, Wang H. (2016), Random rotation survival forest for high dimensional censored data. <https://doi.org/10.1186/s40064-016-3113-5>.
Package details |
|
---|---|
Author | Hong Wang |
Maintainer | Hong Wang <wh@csu.edu.cn> |
License | GPL (>= 2) |
Version | 0.8 |
URL | https://github.com/whcsu/rotsf |
Package repository | View on GitHub |
Installation |
Install the latest version of this package by entering the following in R:
|
Add the following code to your website.
For more information on customizing the embed code, read Embedding Snippets.