Explain a target using Random Forest.

Explain a target using Random Forest.

Usage

explain_forest(data, target, ntree = 50, out = "plot", ...)

Arguments

data

A dataset

target

Target variable (binary)

ntree

Number of trees used for Random Forest

out

Output of the function: "plot" | "model" | "importance" | all"

...

Further arguments

Value

Plot of importance (if out = "plot")

Examples

data <- create_data_buy()
explain_forest(data, target = buy)