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equation (2) with the Log-odds Ratio as shown in equation (3) below: Mathematically, re-arranging equation (3) gives p as shown in equations (4) and (5) below: Equations (3), (4) and (5) make interpretation of the Logistic Regression model outputs comprehensive for the following reasons: Equation