K. B. Udaya
2006-Aug-14 04:16 UTC
[R] [R-pkgs] Random Survival Forest 1.0.0 is now available.
Dear useRs, Release 1.0.0 of the new R package 'randomSurvivalForest' is now available on CRAN and its mirrors. The package implements Ishwaran and Kogalur's Random Survival Forests algorithm for right censored survival data. The algorithm is closely patterned after Breiman's random forests, but suitably modified for the survival setting. Some key features are: o An ensemble cumulative hazard is constructed from binary recursive survival trees grown under different splitting rules. o Mortality estimates interpretable in terms of total number of deaths are provided. o An out-of-bag estimate of Harrell's concordance index is provided for assessing prediction. Detailed information on usage can be found in the manual. Thank you. Hemant Ishwaran, Udaya B. Kogalur _______________________________________________ R-packages mailing list R-packages at stat.math.ethz.ch https://stat.ethz.ch/mailman/listinfo/r-packages