Question: In machine learning, why do we need two data sets: a train set and a test set? Group of answer choices to improve the variance

In machine learning, why do we need two data sets: a train set and a test set?
Group of answer choices
to improve the variance of the model
to improve the accuracy of the model
to validate the model on unseen data
o train the model faster

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