What is outlier? How do you cluster high dimensional data? [2+3]

(a) What is an Outlier? An outlier is a data point that deviates significantly from the normal pattern or distribution of the rest of the dataset. Key characteristics: - It is substantially different from other observations - It lies far away from the central tendency of the data - It may represe...