Terminology

• Feature - An input variable used to infer things or make predictions.

• Example - One "row" (or entry) in a data set containing features and possibly labels.

• Label (only for supervised learning) - An identifier for what an example is. If you're training a machine to detect if a picture contains a cat or not, the label would be the correct answer that you want the machine to be able to answer.