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A predictive product, using Highly developed machine Studying strategies with multi-attribute multi-design ensemble and dynamic smoothing scheme, is produced. The applicability with the framework is it takes into account machining parameters, which include depth of cut, cutting speed and feed price, as inputs into the product, Hence generating The