Table 7. Outcome explanations generation by LIME for a random positive and negative case of the HF using MO-SEHM.
| Probability of positive prediction (99%) | Probability of negative prediction (98%) | ||||
|---|---|---|---|---|---|
| Negative reasons | Positive reasons | Actual value | Negative reasons | Positive reasons | Actual value |
| (−) | time <= 58 | 30 | Time > 186 | (−) | 212 |
| (−) | Ser-C > 1.69 | 3.50 | Cr-Ph < 90 | (−) | 81 |
| (−) | Ser-S <= 134 | 132 | – | 1.18 > Ser-C | 1.3 |
| 204,000 < platelets < 304,500 | (−) | 228,000 | Ej-Fr < 30 | (−) | 21 |
| (−) | 298 < Cr-Ph < 651 | 582 | Diabetes <= 0 | (−) | 0 |
| (−) | 30 <= Ej-Fr | 35 | Platelets < 304,500 | (−) | 233,000 |
| (−) | Smoking > 0 | 1 | 37.71 < age <= 50.00 | (−) | 43 |
| (−) | 0 < diabetes <= 1 | 0 | Smoking <= 0 | (−) | 0 |
| (−) | 60 < Sex <= 71.39 | 69 | 136 < Ser-S <= 149 | (−) | 139 |