6. 6. In supervised learning, if you have enough data, youshould create separate training, test, and validation datasets.
How do you use the training data?
How do you use the validation data?
How do you use the test dataset?
Assume you use your final model to classify all the examples ineach of those datasets and a completely new unseen productiondataset (training, test, validation, and unseen). Sort the datasetsaccording to the accuracy or F1-measure you would expect on each,from best to worst, separating them by “>” where you expect aclear difference and “=” where you would expect the sameresults:
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