Table 8.
Summary of predictors (analytes) with the highest variable importance in biopsies, assessed both in terms of mean decrease in accuracy and mean decrease in in Gini impurity.
| Predictor | Mean decrease accuracy | Predictor | Mean decrease Gini |
|---|---|---|---|
| PD-L2 | 14.05 | PD-L2 | 8.34 |
| TIM-3 | 12.12 | TIM-3 | 5.98 |
| IDO | 11.61 | 4-1BB | 5.16 |
| 4-1BB | 7.97 | IDO | 5.04 |
| LAG-3 | 7.55 | CD80 | 3.04 |
| CTLA-4 | 4.73 | CTLA-4 | 2.79 |
| CD80 | 4.20 | LAG-3 | 2.78 |
| BTLA | 3.98 | CD28 | 1.98 |
| CD27 | 3.87 | PD-1 | 1.91 |
| CD28 | 3.16 | CD27 | 1.88 |
| GITR | 2.53 | BTLA | 1.67 |
| PD-1 | 2.29 | Age | 1.62 |
| HVEM | −0.38 | GITR | 0.95 |
| Age | −3.04 | HVEM | 0.78 |