Machine learning also has intimate ties to optimization: Numerous learning difficulties are formulated as minimization of some reduction perform on a training set of examples. Decline capabilities Convey the discrepancy concerning the predictions of the product currently being educated and the actual difficulty situations (as an example, in classif