What is a hyperparameter in machine learning?

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What is a hyperparameter in machine learning?

Key points

  • Hyperparameters are set before training to influence the learning process
  • They control aspects like the speed of learning or complexity of the model
  • Different hyperparameters can lead to different model performance
  • They are distinct from parameters learned from training data

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