regularizing Synonym

Synonyme regularizing

standardizing - normalizing - stabilizing - systematizing - organizing - regulating - structuring - streamlining - harmonizing - ordering - arranging - balancing - moderating - adjusting - aligning - calibrating - coordinating - equalizing - leveling - smoothing - synchronizing - unifying - controlling - managing - governing - directing - overseeing - supervising - administering - modulating - tuning - refining - optimizing - fine-tuning - standard-setting - normal-setting - rule-setting - policy-setting - guideline-setting - procedure-setting - protocol-setting - framework-setting - system-setting - method-setting - process-setting - structure-setting - format-setting - template-setting - blueprint-setting


Regularizing refers to techniques used in statistical modeling and machine learning to prevent overfitting. It involves adding additional information or constraints to the model to ensure stability and improve its generalization to unseen data. Methods like L1 (Lasso) and L2 (Ridge) regularization are popular to impose penalties on the size of coefficients. This process helps achieve a balance between fitting the training data and maintaining predictive power on new data.



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