iai (version 1.10.2)

fit_transform: Fit an imputation model using the given features and impute the missing values in these features

Description

Similar to calling fit.imputation_learner followed by transform

Usage

fit_transform(lnr, X, ...)

Arguments

lnr

The learner or grid to use for imputation

X

The features of the data.

...

Refer to the Julia documentation for available parameters.

Details

Julia Equivalent: IAI.fit_transform!

Examples

if (FALSE) {
X <- iris
X[1, 1] <- NA
grid <- iai::grid_search(
    iai::imputation_learner(),
    method = c("opt_knn", "opt_tree"),
)
iai::fit_transform(grid, X)
}