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Machine learning also has intimate ties to optimization: Lots of learning problems are formulated as minimization of some reduction perform on a training list of examples. Loss features Categorical the discrepancy concerning the predictions in the design remaining properly trained and the actual problem scenarios (such as, in classification, one ho