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A predictive model, working with Innovative machine Studying methods with multi-element multi-model ensemble and dynamic smoothing plan, is formulated. The applicability of the framework is that it takes into account machining parameters, together with depth of Minimize, cutting speed and feed amount, as inputs in to the model, Consequently making