Question 23
The Table-8 contains the details of 6 customers who have applied for a bike loan. Based on the two inputs (X1 & X2), the bank must decide whether to provide the bike loan or not. In addition, the actual decision on the loan is provided in the column (Y_act).
| Cust_id | X1 | X2 | Y_act |
|---|---|---|---|
| 1 | 3 | 1.5 | 1 |
| 2 | -2 | 1 | 1 |
| 3 | -0.5 | -1.5 | 0 |
| 4 | 1 | 2.5 | 0 |
| 5 | 1.65 | 2.5 | 1 |
| 6 | -1.2 | 0.9 | 0 |
Table-8
A senior business analyst used logistic regression to compute the values in Table-9. Based on the data provided answer the given sub-questions.
What is the accuracy of the logistic regression model? (Note: Enter the answer in “percentage rounded to two decimal places without the percentage sign. For example, if the answer is “1.234%”, then enter it as “1.23”)