CRAN/E | bnnSurvival

bnnSurvival

Bagged k-Nearest Neighbors Survival Prediction

Installation

About

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.

Key Metrics

Version 0.1.5
Published 2017-05-10 2542 days ago
Needs compilation? yes
License GPL-3
CRAN checks bnnSurvival results

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Maintainer

Maintainer

Marvin N. Wright

marv@wrig.de

Authors

Marvin N. Wright

Material

Reference manual
Package source

In Views

Survival

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

bnnSurvival archive

Imports

prodlim
pec
Rcpp ≥ 0.11.2
parallel
methods

Suggests

survival
testthat

LinkingTo

Rcpp