Table 2.
Accuracy of viral set point prediction in terms of normalized root-mean-square-error
Leave-one-out cross-validation | ||||||
Enrol. | Week 1 | Week 2 | Week 4 | Week 12 | Week 24 | |
Transcriptional network model | 95.54% | 94.01% | 93.96% | 94.91% | 94.97% | 96.84% |
Viral load alone prediction | 88.43% | 89.45% | 87.14% | 93.73% | 93.62% | 94.37% |
Independent validation on Malawian data | ||||||
Enrol. | Week 1 | Week 2 | Week 4 | Week 12 | Week 24 | |
Transcriptional network model | 88.56% | 84.86% | 88.92% | 90.99% | 91.75% | 90.71% |
Viral load alone prediction | 83.63% | 78.26% | 84.09% | 86.79% | 89.97% | 91.58% |