intubate (version 1.0.0)

randomForest: Interfaces for randomForest package for data science pipelines.

Description

Interfaces to randomForest functions that can be used in a pipeline implemented by magrittr.

Usage

ntbt_randomForest(data, ...)

Arguments

data

data frame, tibble, list, ...

...

Other arguments passed to the corresponding interfaced function.

Value

Object returned by interfaced function.

Details

Interfaces call their corresponding interfaced function.

Examples

## Not run: 
# library(intubate)
# library(magrittr)
# library(randomForest)
# 
# ## randomForest
# ## Original function to interface
# set.seed(71)
# iris.rf <- randomForest(Species ~ ., data = iris,
#                         importance = TRUE, proximity = TRUE)
# print(iris.rf)
# plot(iris.rf)
# 
# ## The interface reverses the order of data and formula
# set.seed(71)
# iris.rf <- ntbt_randomForest(iris, Species ~ .,
#                              importance = TRUE, proximity = TRUE)
# print(iris.rf)
# plot(iris.rf)
# 
# ## so it can be used easily in a pipeline.
# set.seed(71)
# iris %>%
#   ntbt_randomForest(Species ~ ., importance = TRUE,
#                     proximity = TRUE) %>%
#   plot()
# ## End(Not run)