Table 5. Comparison of cumulative sensitivity and cause-specific mortality fraction (CSMF) accuracy of rank 1 and 5 classifications using Dirichlet distribution on MDS and Matlab data.
| Algorithm | VA dataset, rank, cumulative sensitivity and CSMF accuracy (%) | |||||||
|---|---|---|---|---|---|---|---|---|
| MDS | Matlab | |||||||
| Sensitivity | CSMF accuracy | Sensitivity | CSMF accuracy | |||||
| Rank 1 | Rank 1-5 | Rank 1 | Rank 1-5 | Rank 1 | Rank 1-5 | Rank 1 | Rank 1-5 | |
| Tariff | 29.0 | 64.7 | 53.7 | 74.6 | 45.2 | 79.0 | 54.6 | 80.8 |
| InterVA-4 | 33.6 | 63.9 | 49.4 | 70.7 | 33.4 | 71.5 | 51.6 | 75.1 |
| InSilicoVA | 38.1 | 75.9 | 57.2 | 80.5 | 37.7 | 81.4 | 59.4 | 85.8 |
| NBC | 41.7 | 74.7 | 60.4 | 79.6 | 38.7 | 73.7 | 57.6 | 76.7 |
| OAA-NBC | 41.0 | 75.0 | 59.8 | 79.2 | 45.6 | 86.2 | 60.4 | 88.3 |