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Several techniques try and decrease overfitting by satisfying a theory in accordance with how properly it fits the data but penalizing the theory in accordance with how sophisticated the theory is.[one hundred thirty] Other limits and vulnerabilitiesCharacterizing the generalization of varied learning algorithms is undoubtedly an active subject of