R/scale_features.R

In Swarchal/phenoDist: Distance Measurements in Phenotypic Screening

#' Scale feature data
#'
#' Z-score of feature data, each features scaled separately
#'
#' @param df dataframe
#' @export

scale_features <- function(df){
    feature_data <- get_featuredata(df)
    df[, feature_data] <- apply(df[, feature_data], 2, scale)
    return(df)
}