All functions

breast

Wisconsin Prognostic Breast Cancer Data

follic

Follicular Cell Lymphoma

get.tree

Extract a Single Tree from a Forest and plot it on your browser

hd

Hodgkin's Disease

holdout.vimp

Hold out variable importance (VIMP)

housing

Ames Iowa Housing Data

imbalanced

Imbalanced Two Class Problems

impute.learn.rfsrc() save.impute.learn.rfsrc() load.impute.learn.rfsrc() predict(<impute.learn.rfsrc>) impute.ood.rfsrc()

Learn a predictive imputer for test-time imputation and OOD scoring

impute

Impute Only Mode

max.subtree

Acquire Maximal Subtree Information

nutrigenomic

Nutrigenomic Study

partial.rfsrc()

Acquire Partial Effect of a Variable

pbc

Primary Biliary Cirrhosis (PBC) Data

peakVO2

Systolic Heart Failure Data

plot.competing.risk

Plots for Competing Risks

plot.quantreg

Plot Quantiles from Quantile Regression Forests

plot

Plot Error Rate and Variable Importance from a RF-SRC analysis

plot.subsample

Plot Subsampled VIMP Confidence Intervals

plot.survival get.brier.survival() get.auct.survival() plotBrierAUC()

Survival Prediction Performance and Diagnostic Plots

plot.variable

Plot Marginal Effect of Variables

predict

Prediction for Random Forests for Survival, Regression, and Classification

print

Print Summary Output of a RF-SRC Analysis

quantreg

Quantile Regression Forests

randomForestSRC-package

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

rfsrc() rfsrc.cart()

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

rfsrc.anonymous()

Anonymous Random Forests

rfsrc.fast()

Fast Random Forests

rfsrc.news()

Show the NEWS file

sidClustering

sidClustering using SID (Staggered Interaction Data) for Unsupervised Clustering

subsample

Subsample Forests for VIMP Confidence Intervals

tune tune.nodesize

Tune Random Forest for optimal mtry and nodesize

vdv

van de Vijver Microarray Breast Cancer

veteran

Veteran's Administration Lung Cancer Trial

vimp

VIMP for Single or Grouped Variables

wihs

Women's Interagency HIV Study (WIHS)

wine

White Wine Quality Data