Dividing the Entire Data Set into a Training Data Set

Multiple Choice

Dividing the entire data set into a training data set and a validation training set is a key step in one approach to ________ the data.

A) declassifying
B) purifying
C) removing invalid observations from
D) training
E) avoid overfitting