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    Active learning is a special case of machine learning in which a learning algorithm is able to interactively query the user (or some other information source) to obtain the desired outputs at new data points In statistics literature it is sometimes also called optimal experimental design There are situations in which unlabeled data is abundant but manually labeling is expensive.

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