8. (55) There is a logistic regression model investigating whether the grade of ISOM 2600 is "Pass" or "Fail". The model is a binary classifier that 1 for "Pass" and 0 for "Fail" and there are two features: "CGA" and "Hours". The model is as follow:↓ P(Pass CGA, Hours) = 1 1+ exp(-(-12.2871 + 3.5312 × CGA + 0.2149 × Hours)) "CGA": Cumulative Grade Average "Hours": Number of hours spent on studying ISOM 2600.< a. b. C. d. e. (5) Predict the probability of passing ISOM 2600 if the "CGA" is 3.2 and the "Hours" is 9.< (5) Predict the probability of passing ISOM 2600 if the "CGA" is 3.2 and the "Hours" is 9.< (5) Transform the model into log odds form.< (10) What is the effect of CGA on P(Pass), positive or negative?< (15) Here is the ROC Curve with AUC = 0.90625. Interpret the AUC of this question.< f. (15) From ROC curve, what is your guess of KS-Measure?< ROC curve with AUC 0.90625 True Positive Rate 0.2 0.0 0.0 0.2 04 06 False Positive Rate 0.8 10