README.md

In Marchen/partial.plot: Partial dependence plot for statistical/machine learning models.

partial.plot: An R package to visualize partial relationships

This package provides standard way to visualize partial predicted relationship by several statistical/machine learning methods. Currently, lm(), glm(), glm.nb(), lme(), lmer(), glmer(), glmer.nb(), glmmadmb(), MCMCglmm(), cforest(), ctree(), svm(), randomForest(), ranger(), rpart(), tree() are supported. Handling of models are based on model.adapter class.

To install the package, please copy&paste following code into your R terminal. If your don't have devtools package, please install before running install script.

library(devtools)
install_github("https://github.com/Marchen/model.adapter")
install_github("https://github.com/Marchen/partial.plot")

Older version could be installed using following code.

install.packages(
    c("model.adapter", "partial.plot"), type = "source",
    repos = c(
        "http://florivory.net/R/repos", options()$repos
    )
)

To build the package from source codes, use source("build.r").

For the details see Quick start guide (English, Source Code) or (Japanese, Source Code).

Marchen/partial.plot documentation built on Feb. 13, 2025, 4:18 a.m.