Impute a BNDataset raw data with missing values.

Impute a BNDataset raw data with missing values.

Usage

impute(object, k.impute = 10)

# S4 method for BNDataset
impute(object, k.impute = 10)

Arguments

object

the BNDataset object.

k.impute

number of neighbours to be used; for discrete variables we use mode, for continuous variables the median value is instead taken.

Examples

if (FALSE) {
dataset <- BNDataset("file.data", "file.header")
dataset <- impute(dataset)
}