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emil (version 1.1-6)

impute: Regular imputation

Description

If you want to impute, build model and predict you should use pre.impute.median or pre.impute.knn. This function imputes using all observations without caring about cross-validation folds.

Usage

impute.knn(x, k = 0.05, distmat = "auto")

impute.median(x)

Arguments

x
Dataset.
k
Number of nearest neighbors to use.
distmat
Distance matrix.

Value

  • An imputed matrix.

Details

For additional information on the parameters see pre.impute.knn and pre.impute.median.

See Also

emil, pre.process, pre.impute.knn, pre.impute.median