Table 9 Summary of LIME XAI description.
Dataset Features | Direction of contribution | Positive/negative contribution | Feature risk explanation | Size of prediction Probability | Feature Values |
|---|---|---|---|---|---|
e_mort_100k | <= -0.46 | very high positive | Low | 0.43 | -0.48 |
c_newinc_100k | <= -0.62 | positive | Low | 0.32 | -0.68 |
cfr | <= -0.62 | very high negative | high | 0.21 | -0.92 |
c_cdr | 0.35 < c_cdr < = 0.72 | slight positive | Low | 0.07 | 0.72 |
e_pop_num | -0.21 < e_pop_num <= | negative | high | 0.06 | -0.18 |
e_tbhiv_prct | -0.67 < e_tbhiv_prct <= | very low positive | Low | 0.04 | -0.64 |
