Table 4 Values of the characteristics in explainability algorithms.
Morris sensitivity | SHAP value | LIME explanation | Feature importance |
|---|---|---|---|
0.4108 | 0.1144 | 0.2078 | 0.3233 |
0.2893 | 0.1088 | 0.1572 | 0.2545 |
0.1333 | 0.1031 | 0.0964 | 0.1313 |
0.1230 | 0.0366 | 0.0546 | 0.1074 |
0.0549 | 0.0088 | − 0.0459 | 0.0589 |
0.0286 | 0.0054 | − 0.045 | 0.0095 |
0.0257 | 0.0042 | 0.0401 | 0.0076 |
0.1810 | 0.0037 | − 0.039 | 0.0066 |
0.0106 | 0.0036 | − 0.0312 | 0.0058 |
0.0103 | 0.1144 | − 0.0299 | 0.0057 |
