All functions

breast

Wisconsin Prognostic Breast Cancer Data

find.interaction()

Find Interactions Between Pairs of Variables

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()

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()

Plot of Survival Estimates

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

stat.split()

Acquire Split Statistic Information

subsample()

Subsample Forests for VIMP Confidence Intervals

synthetic()

Synthetic Random Forests

tune() tune.nodesize()

Tune Random Forest for the optimal mtry and nodesize parameters

var.select()

Variable Selection

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