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CT-AI · Question #135

Which statement regarding the use of training, validation, and test data sets is correct?

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Machine Learning (ML)

Question

Which statement regarding the use of training, validation, and test data sets is correct?

Options

  • AIf only limited data is available, validation and test data sets can be combined in multiple ways
  • BIf limited data is available, it may be better to work without a separate test data set.
  • COptimally, the data should be distributed equally between the training, validation, and test data
  • DThe data in the test data set must be equivalent to the data in the training data sets and to the

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Topics

#training data split#validation data#test data#cross-validation
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