Table 6.
Pearson’s test -values calculated between the predicted and ground truth distributions for WT NL4-3 and primary isolate YU2 and JR-CSF HIV-1 viruses. TEMNet is the only backbone that predicts a distribution with no statistical significance for both primary isolates within a probability threshold of when increasing the confidence threshold to 0.9. The highest average -values are encountered for ResNet101v2, TEMNet, ResNet101 and Inception-ResNet-v2 in descending order. -values greater than 0.05 indicate no significant statistical difference.
test -value |
|||||
---|---|---|---|---|---|
Backbone | Confidence | NL4-3 | NL4-3 delIN | YU2 | JR-CSF |
TEMNet | >0.5 | 0.18 | 0.03 | 0.76 | 0.02 |
>0.9 | 0.08 | 0.01 | 0.06 | 0.28 | |
ResNet101 | >0.5 | 0.29 | 0.02 | 0.02 | 0.26 |
>0.9 | 0.21 | 0.05 | 0.02 | ||
ResNet101v2 | >0.5 | 0.58 | 0.46 | ||
>0.9 | 0.51 | 0.54 | |||
Inception-ResNet-v2 | >0.5 | 0.09 | 0.02 | ||
>0.9 | 0.02 | 0.44 |