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Development Set
A development set, sometimes called a holdout validation set, is a data split used to tune hyperparameters, compare feature choices, and make other model-design decisions during development.
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What is the main role of a development set during model iteration?
Another Name for the Development Set
Another name for the development set
Match each development-split role to its description.
Order the steps for choosing between two candidate spam filters using a validation set.
Which option is NOT a typical purpose of a development set?
The validation set is used to update model weights in the same way as the training set.
The validation set is used to tune parameters, _____ features, and make other choices about the learning method.
Match each development-set use to the task that illustrates it.
Arrange the main stages of a project that uses a development set.
What is the development set used for in model building?
Choosing the right split for model selection decisions.
What are the main roles of a development set?