Question: Why is the logistic (or sigmoid) function used in logistic regression? The logistic function is used as regularization of the logistic regression model We use

Why is the logistic (or sigmoid) function used in logistic regression? The logistic function is used as regularization of the logistic regression model We use the logistic function to convert the numerical output into a probability of the negative class, in the range of 0 to 1 The logistic function is used to create a nonlinear combination of the input variables We use the logistic function to convert the numerical output into a probability of the postive class, in the range of 0 to 1 1 point

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