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Model QA

Models built in Sarchitect can be validated for robustness in the following ways:

  • Rigorous N-fold/ Leave-one-out cross-validation options
  • External Test Set validations. - The external validation set can be selected “intelligently” from the starting dataset to be representative of the training set.
  • Y-Scrambling Validation.