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function, y_hat is a result of applying a logarithmic map on variable X. It is one of the simplest expressions of a logarithmic function. y_hat = log of X Sample Logarithmic Regression Chart 5. Sigmoidal / Logistic: Logistic regression is a variation of linear regression, useful when the observed