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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.