TABLE 1. Computing Weights for the Features (A Test Decision Value of 0 Indicates a Failure to Reject the Null Hypothesis at 95% Confidence Level, a Value of 1 Indicates Rejection of the Null Hypothesis at 95% Confidence Level; A Rank of 1 Indicates That the Corresponding Feature is Most Important and That of 8 Indicates That the Corresponding Feature is Least Important).
| Sr. No. | Feature | Test Decision |
 -value |
Rank |
 |
Weight |
|---|---|---|---|---|---|---|
| 1 | Arginase | 1 | 3.41e-5 | 6 | 10.29 | 0.0950 |
| 2 | Cat B | 1 | 8.92e-10 | 2 | 20.84 | 0.1925 |
| 3 | Cat E | 1 | 9.61e-10 | 3 | 20.76 | 0.1918 |
| 4 | MMP 1 | 0 | 0.0538 | 8 | 2.92 | 0.0270 |
| 5 | MMP 3 | 1 | 0.0214 | 7 | 3.84 | 0.0355 |
| 6 | MMP 9 | 1 | 5.79e-10 | 1 | 21.27 | 0.1965 |
| 7 | Neutrophil Elastase | 1 | 1.62e-6 | 5 | 13.34 | 0.1232 |
| 8 | UpA | 1 | 3.02e-7 | 4 | 15.01 | 0.1387 |