bnnSurvival (0.1.5)

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.

Maintainer: Marvin N. Wright
Author(s): Marvin N. Wright

License: GPL-3

Uses: pec, prodlim, Rcpp, survival, testthat

Released about 3 years ago.