initialize()” function is used internally by some imputation algorithms for finding the missing values which are imputed with the mean for vectors of class “numeric”, also with the median for the vector of class “integers” and last but not least the mode for vectors of class “factor”. It initializes the missing values through a rough estimation of missing values in a vector according to its type.