What is the main difference between regression and classification?
Answer options
A
Regression predicts a continuous output, Classification
B
predicts a discrete label
C
Classification is unsupervised
D
Regression uses labeled data, Classification doesn't
E
Regression is unsupervised
F
Both are the same
Correct answer: Regression predicts a continuous output, Classification, predicts a discrete label
Explanation
Regression predicts a continuous numeric output (e.g. house price), while classification predicts a discrete class label (e.g. cat vs. dog). Options [0] and [1] together form the complete answer: 'Regression predicts a continuous output, Classification predicts a discrete label.'