Question: Exposes an algorithm to a set of training data and then evaluates how well the resulting model has learned the task using a different set

Exposes an algorithm to a set of training data and then evaluates how well the resulting model has learned the task using a different set of test data. It is important that the testing data are completely separate from the training data, in order to fairly evaluate the performance of the model.

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