Which of these best characterizes what principal component analysis (PCA) is used for?
1) To find low dimensional structure in a high dimensional dataset
2) To find in which dimension of a high dimensional dataset the data varies the most
3) To increase the dimensionality of a low dimension dataset to reveal hidden structure
4) To find the best way to run an elementary school