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_pkgdown.yml
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url: https://ehrlinger.github.io/ggRandomForests
template:
bootstrap: 5
bslib:
bootswatch: zephyr
base_font: {google: "Outfit"}
code_font: {google: "Fira Code"}
light-switch: true
theme: atom-one-light
theme-dark: atom-one-dark
home:
sidebar:
structure: [badges, links, authors, dev]
components:
badges:
title: Package status
text: |
[](https://cran.r-project.org/package=ggRandomForests)
[](https://github.com/ehrlinger/ggRandomForests)
[](https://github.com/ehrlinger/ggRandomForests/actions/workflows/R-CMD-check.yaml)
[](https://app.codecov.io/gh/ehrlinger/ggRandomForests)
[](https://cranlogs.r-pkg.org/badges/ggRandomForests)
[](https://doi.org/10.5281/zenodo.11526)
navbar:
structure:
left: [intro, reference, articles, news]
right: [search, github, my_linkedin, lightswitch]
components:
my_linkedin:
icon: fa-linkedin
href: https://www.linkedin.com/in/ehrlinger/
aria-label: LinkedIn
articles:
text: Articles
menu:
- text: "Get Started"
href: articles/ggRandomForests.html
- text: "---"
- text: "Tutorials"
- text: "Random Forest Survival Analysis"
href: articles/ggRandomForests-survival.html
- text: "Random Forest Regression"
href: articles/ggRandomForests-regression.html
reference:
- title: "Forest Objects"
desc: "Extract and display data from random forest objects."
contents:
- gg_rfsrc.rfsrc
- plot.gg_rfsrc
- title: "Training Error"
desc: "Visualize forest convergence and training error."
contents:
- gg_error
- plot.gg_error
- title: "Variable Importance"
desc: "Assess and plot variable importance (VIMP)."
contents:
- gg_vimp
- plot.gg_vimp
- title: "Variable Dependence"
desc: "Marginal variable dependence plots."
contents:
- gg_variable
- plot.gg_variable
- title: "Partial Dependence"
desc: "Partial dependence plots for individual variables."
contents:
- gg_partial
- plot.gg_partial
- gg_partial_rfsrc
- plot.gg_partial_rfsrc
- gg_partialpro
- plot.gg_partialpro
- title: "Survival Analysis"
desc: "Survival curves, ROC, and related diagnostics."
contents:
- gg_survival
- plot.gg_survival
- gg_roc.rfsrc
- plot.gg_roc
- calc_roc.rfsrc
- calc_auc
- surv_partial.rfsrc
- kaplan
- nelson
- title: "Utilities"
desc: "Helper functions used internally and by users."
contents:
- quantile_pts
- varpro_feature_names
- title: "Package"
contents:
- ggRandomForests-package
articles:
- title: "Get started"
navbar: ~
contents:
- ggRandomForests
- title: "Tutorials"
contents:
- ggRandomForests-survival
- ggRandomForests-regression
news:
releases:
- text: "Version 2.6"
href: https://github.com/ehrlinger/ggRandomForests/blob/main/NEWS.md
footer:
structure:
left: developed_by
right: built_with_pkgdown
components:
developed_by: "John Ehrlinger"
built_with_pkgdown: "Built with [pkgdown](https://pkgdown.r-lib.org/)"