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Machine learning also has intimate ties to optimization: Quite a few learning challenges are formulated as minimization of some decline purpose with a training set of examples. Decline functions Convey the discrepancy concerning the predictions from the design currently being properly trained and the actual dilemma scenarios (as an example, in clas