Table 3 Mean decrease in accuracy of the established random forest model if removing the variable.
|  | Classical pathotype (Cla strain) | Highly attenuated pathotype (i vaccine strain) | Attenuated pathotype (i + vaccine strain) | Strictly immune-suppressive pathotype (im1 and im2 strains) | Very virulent pathotype (Vv1 and Vv2 strains) |
|---|---|---|---|---|---|
Clinical score at 4 dpi | 0.02 | 0.06 | 0.05 | 0.07 | 0.03 |
Log (r) | 0.03 | 0.03 | 0.03 | 0.03 | 0.00 |
Log (thr) | −0.01 | 0.03 | 0.08 | 0.04 | 0.10 |
Log (m) | 0.06 | 0.00 | 0.00 | 0.00 | 0.04 |
Log (g) | 0.06 | 0.07 | 0.15 | 0.02 | 0.04 |
Log (b) | 0.02 | 0.45 | 0.12 | 0.04 | 0.03 |
Log (t) | 0.06 | 0.08 | 0.01 | 0.44 | 0.17 |
Log (n) | 0.01 | 0.25 | 0.01 | 0.04 | 0.01 |
Log (u) | −0.02 | −0.01 | 0.13 | 0.01 | 0.01 |