Generate an exclusive partitioning of a data frame

Generate an exclusive partitioning of a data frame

Usage

resample_partition(data, p)

Arguments

data

A data frame

p

A named numeric vector giving where the value is the probability that an observation will be assigned to that group.

See also

Other resampling techniques: bootstrap(), resample_bootstrap(), resample()

Examples

ex <- resample_partition(mtcars, c(test = 0.3, train = 0.7))
mod <- lm(mpg ~ wt, data = ex$train)
rmse(mod, ex$test)
#> [1] 4.400382
rmse(mod, ex$train)
#> [1] 2.433284