randomForestSRC v2.5.0

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Random Forests for Survival, Regression, and Classification (RF-SRC)

A unified treatment of Breiman's random forests for survival, regression and classification problems based on Ishwaran and Kogalur's random survival forests (RSF) package. Now extended to include multivariate and unsupervised forests. Also includes quantile regression forests for univariate and multivariate training/testing settings. The package runs in both serial and parallel (OpenMP) modes.

Functions in randomForestSRC

Name Description
follic Follicular Cell Lymphoma
hd Hodgkin's Disease
nutrigenomic Nutrigenomic Study
partial Acquire Partial Effect of a Variable
impute Impute Only Mode
max.subtree Acquire Maximal Subtree Information
pbc Primary Biliary Cirrhosis (PBC) Data
plot.competing.risk Plots for Competing Risks
breast Wisconsin Prognostic Breast Cancer Data
find.interaction Find Interactions Between Pairs of Variables
print.rfsrc Print Summary Output of a RF-SRC Analysis
plot.rfsrc Plot Error Rate and Variable Importance from a RF-SRC analysis
plot.variable Plot Marginal Effect of Variables
rfsrc.news Show the NEWS file
randomForestSRC-package Random Forests for Survival, Regression, and Classification (RF-SRC)
rfsrc Random Forests for Survival, Regression, and Classification (RF-SRC)
vimp VIMP for Single or Grouped Variables
wihs Women's Interagency HIV Study (WIHS)
plot.survival Plot of Survival Estimates
predict.rfsrc Prediction for Random Forests for Survival, Regression, and Classification
vdv van de Vijver Microarray Breast Cancer
veteran Veteran's Administration Lung Cancer Trial
quantileReg Quantile Regression Forests
stat.split Acquire Split Statistic Information
var.select Variable Selection
rfsrcSyn Synthetic Random Forests
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Details

Date 2017-08-06
BugReports https://github.com/kogalur/randomForestSRC/issues/new
License GPL (>= 3)
URL http://web.ccs.miami.edu/~hishwaran http://www.kogalur.com https://github.com/kogalur/randomForestSRC
NeedsCompilation yes
Packaged 2017-08-07 01:22:35 UTC; kogalur
Repository CRAN
Date/Publication 2017-08-07 06:02:13 UTC

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