Table 1 Model-wise comparison and multiclass-wise comparison based on the accuracy from one-class versus total.
DCNNs | Average | Normal | Trophozoite | Schizont | Gametocyte |
---|---|---|---|---|---|
Darknet | 0.992 | 0.983 | 0.983 | 1.000 | 1.000 |
Darknet19 | 0.991 | 0.981 | 0.981 | 1.000 | 1.000 |
Darknet19_448 | 0.984 | 0.967 | 0.967 | 1.000 | 1.000 |
Densenet201 | 0.979 | 0.963 | 0.957 | 0.994 | 1.000 |