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Machine learning also has intimate ties to optimization: Quite a few learning complications are formulated as minimization of some loss function with a training list of illustrations. Reduction functions Convey the discrepancy amongst the predictions from the product becoming properly trained and the actual problem circumstances (such as, in classi