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Define the logistic sigmoid function \(\sigma(\alpha) = \frac{1}{1 + \exp(-\alpha)}\). A logistic regression models a binary-response variable with the following density function:  $$P(Y = 1 | X) = \sigma(\mathbf(w^TX)$$ \sigma(\mathbf{w^TX})$$