Table 4 Model-wise comparison and multiclass-wise comparison based on misclassification rate from one-class versus total.
DCNNs | Average | Normal | Trophozoite | Schizont | Gametocyte |
---|---|---|---|---|---|
Darknet | 0.009 | 0.017 | 0.017 | 0.000 | 0.000 |
Darknet19 | 0.010 | 0.019 | 0.019 | 0.000 | 0.000 |
Darknet19_448 | 0.017 | 0.033 | 0.033 | 0.000 | 0.000 |
Densenet201 | 0.022 | 0.037 | 0.043 | 0.006 | 0.000 |