bnnSurvival: Bagged k-Nearest Neighbors Survival Prediction

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 <>
Package repositoryView on CRAN
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bnnSurvival documentation built on May 1, 2019, 10:24 p.m.