What is the purpose of classification?
a) to reduce the amount of detailed information considered to focus on the most interesting or abnormal items.
b) to predict which class an observation that we know little about will belong to.
c) it allows analysts to develop models to predict expected outcomes.
d) to gain an understanding of a typical behavior of an individual, group, population, or sample.