Table 7.
Average performance measure
| Class label | Performance | Flu | Lung congestion | Diarrhea | Anemia | Gastrointestinal | |||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| BUM | AUM | BUM | AUM | BUM | AUM | BUM | AUM | BUM | AUM | ||
| YES | AC in % | 86.10 | 94.20 | 85.50 | 96.50 | 84.20 | 94.70 | 83.60 | 93.80 | 84.10 | 93.90 |
| SC in % | 82.80 | 86.60 | 81.70 | 86.20 | 81.70 | 85.80 | 80.20 | 84.80 | 80.90 | 85.70 | |
| SP in % | 85.40 | 88.50 | 84.10 | 89.20 | 82.50 | 87.50 | 83.70 | 89.50 | 82.30 | 87.50 | |
| PR in % | 88.20 | 92.30 | 90.50 | 94.10 | 89.10 | 93.20 | 87.70 | 91.20 | 88.70 | 93.50 | |
| NO | AC in % | 82.70 | 88.10 | 80.30 | 85.50 | 79.10 | 84.00 | 81.40 | 86.60 | 80.40 | 84.60 |
| SC in % | 80.20 | 85.20 | 82.50 | 86.10 | 80.10 | 82.80 | 80.10 | 84.20 | 79.10 | 82.20 | |
| SP in % | 81.50 | 84.10 | 82.00 | 84.40 | 82.20 | 85.70 | 82.40 | 86.70 | 81.80 | 84.30 | |
| PR in % | 86.20 | 89.10 | 84.80 | 89.10 | 84.60 | 89.70 | 85.20 | 90.10 | 84.10 | 87.80 | |
BUM before uncertainty management, AUM after uncertainty management. Bold denotes better performance.