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.


Reference manual

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0.1.5 by Marvin N. Wright, 2 years ago

Browse source code at

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