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Advantages and Disadvantages of Random Search Method

Advantages and Disadvantages of Random Search Method

Learn about the advantages and disadvantages of using random search method for hyperparameter optimization.

Advantages of the random search method

  • Simplicity: The random search method is a simple and straightforward method for hyperparameter optimization, as it does not require any knowledge about the structure of the optimization landscape or the relationships between different hyperparameters.
  • Less computational power: The random search method does not require ...