The log of the odds is the logit function, or the logit of p:

The logistic regression model, comprising q predictor variables, is given by:

Exponentiating both sides, we get:

Now, the interpretation of the beta coefficient is:

To calculate the probabality estimate of an observation belonging to class 1 (vs. class 0), we use:

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