<p>Competing risk data set involving Hodgkin's disease.</p>

datasets

Fast OpenMP parallel computing of Breiman's random forests for univariate, multivariate, unsupervised, survival, competing risks, class imbalanced classification and quantile regression. New Mahalanobis splitting for correlated outcomes.  Extreme random forests and randomized splitting.  Suite of imputation methods for missing data.  Fast random forests using subsampling. Confidence regions and standard errors for variable importance. New improved holdout importance. Case-specific importance.  Minimal depth variable importance. Visualize trees on your Safari or Google Chrome browser. Anonymous random forests for data privacy.

Udaya Kogalur

randomForestSRC

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

Hemant Ishwaran

Udaya B. Kogalur

hd function

<p>A data frame containing:</p><table class="table">
<tr><td>age</td><td>age</td></tr>
<tr><td>sex</td><td>gender</td></tr>
<tr><td>trtgiven</td><td>treatment: RT=radition, CMT=Chemotherapy and radiation</td></tr>
<tr><td>medwidsi</td><td>mediastinum involvement: N=no, S=small, L=Large</td></tr>
<tr><td>extranod</td><td>extranodal disease: Y=extranodal disease, N=nodal disease</td></tr>
<tr><td>clinstg</td><td>clinical stage: 1=stage I, 2=stage II</td></tr>
<tr><td>time</td><td>first failure time</td></tr>
<tr><td>status</td><td>censoring status: 0=censored, 1=relapse, 2=death</td></tr>
</table><p></p><p></p>

Format

Hodgkin's Disease — hd

<p>A data frame containing:</p><table class='table'>
<tr><td>age</td><td>age</td></tr>
<tr><td>sex</td><td>gender</td></tr>
<tr><td>trtgiven</td><td>treatment: RT=radition, CMT=Chemotherapy and radiation</td></tr>
<tr><td>medwidsi</td><td>mediastinum involvement: N=no, S=small, L=Large</td></tr>
<tr><td>extranod</td><td>extranodal disease: Y=extranodal disease, N=nodal disease</td></tr>
<tr><td>clinstg</td><td>clinical stage: 1=stage I, 2=stage II</td></tr>
<tr><td>time</td><td>first failure time</td></tr>
<tr><td>status</td><td>censoring status: 0=censored, 1=relapse, 2=death</td></tr>
</table>



hd: Hodgkin's Disease

Description

Arguments

Format

References

Examples

age	age
sex	gender
trtgiven	treatment: RT=radition, CMT=Chemotherapy and radiation
medwidsi	mediastinum involvement: N=no, S=small, L=Large
extranod	extranodal disease: Y=extranodal disease, N=nodal disease
clinstg	clinical stage: 1=stage I, 2=stage II
time	first failure time
status	censoring status: 0=censored, 1=relapse, 2=death