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Machine learning also has intimate ties to optimization: Numerous learning complications are formulated as minimization of some reduction function on a training set of illustrations. Decline capabilities Specific the discrepancy amongst the predictions in the model becoming qualified and the particular difficulty scenarios (for example, in classifi