Which of the following best describes a way to create and use a validation set to avoid overfitting?

Which of the following best describes a way to create and use a validation set to avoid overfitting?

  • random sub-sampling
  • k-fold cross-validation
  •  leave-one-out cross-validation
  •  All of these

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