Someone is training a machine learning system to perform classification of unstructured content. What is the purpose of a validation data set on the training process?

Question

Options

• AValidation data sets are used to fine tune the accuracy of the training model
• BValidation data sets are only used if test data is unavailable
• CValidation data sets are exactly the same as test data sets and are used to test the limits of the machine learning model
• DValidation data sets would never be used in a classification system as only training and test data are required

• A
  7% (3)
• B
  9% (4)
• C
  82% (36)
• D
  2% (1)

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