An Unbiased View of Machine Learning
Machine learning also has intimate ties to optimization: Quite a few learning difficulties are formulated as minimization of some loss purpose on a teaching set of illustrations. Reduction capabilities express the discrepancy among the predictions on the model remaining properly trained and the actual issue occasions (for example, in classification