whcsu/rotsf: Survival Forest with PCA and Partial Least Squares
Version 0.8

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. and Zhou L, Xu Q, Wang H. (2016), Random rotation survival forest for high dimensional censored data. .

Getting started

Package details

AuthorHong Wang
MaintainerHong Wang <[email protected]>
LicenseGPL (>= 2)
Version0.8
URL https://github.com/whcsu/rotsf
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
install.packages("devtools")
library(devtools)
install_github("whcsu/rotsf")
whcsu/rotsf documentation built on May 17, 2018, 2:53 a.m.