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Feature Selection: Frequency

  • The simplest feature selection method:

    • Just use the commonest terms

    • No particular foundation

    • But it make sense why this works

      • They’re the words that can be well-estimated and are most often available as evidence

    • In practice, this is often 90% as good as better methods

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