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What are the main roles of a development set?
Question: What three kinds of decisions can a development set help you make when building a learning system?
Sample answer: A development set helps you adjust hyperparameters, choose among input features, and make other design choices for the model.
Key points:
- Adjust hyperparameters.
- Choose input features.
- Make other design choices for the learning system.
Rubric: The response must correctly name all three roles of the development set.
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What are the main roles of a development set?