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AIGP · Question #144

Testing data is defined as a subset of data that is used to:

The correct answer is C. Provide a robust evaluation of a final model. Testing data is used to provide an unbiased evaluation of the final model's performance before

AI Models and Data

Question

Testing data is defined as a subset of data that is used to:

Options

  • AAsses a model's on-going performance in production.
  • BEnable a model to discover and learn patterns.
  • CProvide a robust evaluation of a final model.
  • DEvaluate a model's handling of randomized edge cases.

How the community answered

(35 responses)
  • A
    3% (1)
  • B
    3% (1)
  • C
    89% (31)
  • D
    6% (2)

Explanation

Testing data is used to provide an unbiased evaluation of the final model's performance before

Topics

#testing data#model evaluation#train-test split#ML pipeline

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