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View Code? Open in Web Editor NEWApplied Genetic Algorithm, derived from Charles Darwin's theory of evolution, on coefficients of features of an unknown overfit model. This, in turn, help to generalize the model better and reduce overfitting. As a result, the model was able to perform better on unseen data.