What is the purpose of the softmax function in multi-class classification?

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What is the purpose of the softmax function in multi-class classification?

Key points

  • Softmax ensures the output represents a valid probability distribution.
  • It helps in selecting the class with the highest probability.
  • Normalization of input features is not the purpose of softmax in multi-class classification.

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