ebm (version 0.1.0)

merge.EBM: Merge method for EBM objects

Description

Merge multiple EBMs together.

Usage

# S3 method for EBM
merge(x, y, ...)

Value

A merged ebm object.

Arguments

x, y

Fitted ebm objects that have been trained on similar data sets that have the same set of features.

...

Additional ebm objects to be merged.

Examples

if (FALSE) {
# Generate list of EBMs with different random seeds
ebms <- lapply(1:3, FUN = function(i) {
  ebm(mpg ~ ., data = mtcars, outer_bags = 1, random_state = i, obj = "rmse")
})

# Merge EBMs into one and plot term contribution for `cyl`
merged <- do.call(merge, args = ebms)
plot(merged, term = "cyl")
}