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  • Deep Learning By Example
  • Ahmed Menshawy
  • 61字
  • 2021-06-24 18:52:36

Learning process

By learning, we mean the optimization criteria that you are going to use to select the best model parameters. There are various optimization criteria for that:

  • Mean square error (MSE)
  • Maximum likelihood (ML) criterion
  • Maximum a posterior probability (MAP)

The optimization problem may be hard to solve, but the right choice of model and error function makes a difference.

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