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

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

## Documentation for package ‘randomForestSRC’ version 2.7.0

- DESCRIPTION file.
- Package NEWS.

## Help Pages

randomForestSRC-package | Random Forests for Survival, Regression, and Classification (RF-SRC)
breast | Wisconsin Prognostic Breast Cancer Data
cindex | Random Forests for Survival, Regression, and Classification (RF-SRC)
extract.bootsample | Random Forests for Survival, Regression, and Classification (RF-SRC)
extract.subsample | Random Forests for Survival, Regression, and Classification (RF-SRC)
find.interaction | Find Interactions Between Pairs of Variables
find.interaction.rfsrc | Find Interactions Between Pairs of Variables
follic | Follicular Cell Lymphoma
get.mv.error | Random Forests for Survival, Regression, and Classification (RF-SRC)
get.mv.error.block | Random Forests for Survival, Regression, and Classification (RF-SRC)
get.mv.formula | Random Forests for Survival, Regression, and Classification (RF-SRC)
get.mv.predicted | Random Forests for Survival, Regression, and Classification (RF-SRC)
get.mv.vimp | Random Forests for Survival, Regression, and Classification (RF-SRC)
hd | Hodgkin's Disease
housing | Ames Iowa Housing Data
impute | Impute Only Mode
impute.rfsrc | Impute Only Mode
max.subtree | Acquire Maximal Subtree Information
max.subtree.rfsrc | Acquire Maximal Subtree Information
nutrigenomic | Nutrigenomic Study
partial | Acquire Partial Effect of a Variable
partial.rfsrc | Acquire Partial Effect of a Variable
pbc | Primary Biliary Cirrhosis (PBC) Data
perf.metric | Random Forests for Survival, Regression, and Classification (RF-SRC)
plot.competing.risk | Plots for Competing Risks
plot.competing.risk.rfsrc | Plots for Competing Risks
plot.rfsrc | Plot Error Rate and Variable Importance from a RF-SRC analysis
plot.subsample | Plot Subsampled VIMP Confidence Intervals
plot.subsample.rfsrc | Plot Subsampled VIMP Confidence Intervals
plot.survival | Plot of Survival Estimates
plot.survival.rfsrc | Plot of Survival Estimates
plot.variable | Plot Marginal Effect of Variables
plot.variable.rfsrc | Plot Marginal Effect of Variables
predict.rfsrc | Prediction for Random Forests for Survival, Regression, and Classification
print.rfsrc | Print Summary Output of a RF-SRC Analysis
quantileReg | Quantile Regression Forests
quantileReg.rfsrc | Quantile Regression Forests
randomForestSRC | Random Forests for Survival, Regression, and Classification (RF-SRC)
rfsrc | Random Forests for Survival, Regression, and Classification (RF-SRC)
rfsrc.news | Show the NEWS file
rfsrcFast | Fast Random Forests
rfsrcFast.rfsrc | Fast Random Forests
rfsrcSyn | Synthetic Random Forests
rfsrcSyn.rfsrc | Synthetic Random Forests
stat.split | Acquire Split Statistic Information
stat.split.rfsrc | Acquire Split Statistic Information
subsample | Subsample Forests for VIMP Confidence Intervals
subsample.rfsrc | Subsample Forests for VIMP Confidence Intervals
tune | Tune Random Forest for the optimal mtry and nodesize parameters
tune.rfsrc | Tune Random Forest for the optimal mtry and nodesize parameters
var.select | Variable Selection
var.select.rfsrc | Variable Selection
vdv | van de Vijver Microarray Breast Cancer
veteran | Veteran's Administration Lung Cancer Trial
vimp | VIMP for Single or Grouped Variables
vimp.rfsrc | VIMP for Single or Grouped Variables
wihs | Women's Interagency HIV Study (WIHS)
wine | White Wine Quality Data