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


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Documentation for package ‘randomForestSRC’ version 2.8.0

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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
holdoutvimp Hold out variable importance (VIMP)
holdoutvimp.rfsrc Hold out variable importance (VIMP)
housing Ames Iowa Housing Data
imbalanced Imbalanced Two Class Problems
imbalanced.rfsrc Imbalanced Two Class Problems
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