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.


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Reference manual

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install.packages("bnnSurvival")

0.1.5 by Marvin N. Wright, 2 years ago


Browse source code at https://github.com/cran/bnnSurvival


Authors: Marvin N. Wright


Documentation:   PDF Manual  


Task views: Survival Analysis


GPL-3 license


Imports prodlim, pec, Rcpp, parallel, methods

Suggests survival, testthat

Linking to Rcpp


See at CRAN