What is the difference between Train Test Split and Holdout?

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From what I have already researched, both divide the set into two subsets of training and testing. There is some difference between the two?

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No. Hold out is literally "Hide" part of the dataset, what we do in sklearn or similar libraries using train_test_split. The terms are interchangeable.

Take a look at the use of the term in Sklearn cross validation documentation.

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