Given one-dimensional data set X = {−5.0, 23.0, 17.6, 7.23, 1.11}, normalize the data set usinga. Decimal scalingb. Min-max normalization on interval [0, 1]. (hint: usual formula*(BA-BB)+BB)c. Min-max normalization on interval [−1, 1].d. Standard deviation normalization. e. Compare the results of previous normalizations and discuss the advantages and disadvantages of different techniques. Hint: formula of standard deviation