mnwright/bnnSurvival: Bagged k-Nearest Neighbors Survival Prediction
Version 0.1.5

Implements a bootstrap aggregated (bagged) version of the k-nearest neighbors survival probability prediction method (Lowsky et al. 2013). In addition to the bootstrapping of training samples, the features can be subsampled in each baselearner to break the correlation between them. The Rcpp package is used to speed up the computation.

Getting started

Package details

AuthorMarvin N. Wright
MaintainerMarvin N. Wright <[email protected]>
LicenseGPL-3
Version0.1.5
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("mnwright/bnnSurvival")
mnwright/bnnSurvival documentation built on July 27, 2017, 4:01 a.m.