Table 6 Comparison of the studied model performance using the confusion matrix table.
Darknet | Normal | Trophozoite | Schizont | Gametocyte |
|---|---|---|---|---|
(1) Darknet model | ||||
Normal | 594 (97.38%) | 4 (0.83%) | 0 (0.00%) | 0 (0.00%) |
Trophozoite | 16 (2.62%) | 480 (99.17%) | 0 (0.00%) | 0 (0.00%) |
Schizont | 0 (0.00%) | 0 (0.00%) | 60 (100.00%) | 0 (0.00%) |
Gametocyte | 0 (0.00%) | 0 (0.00%) | 0 (0.00%) | 5 (100.00%) |
Darknet19 | Normal | Trophozoite | Schizont | Gametocyte |
|---|---|---|---|---|
(2) Darknet19 model | ||||
Normal | 593 (97.21%) | 5 (1.03%) | 0 (0.00%) | 0 (0.00%) |
Trophozoite | 17 (2.79%) | 479 (98.97%) | 0 (0.00%) | 0 (0.00%) |
Schizont | 0 (0.00%) | 0 (0.00%) | 60 (100.00%) | 0 (0.00%) |
Gametocyte | 0 (0.00%) | 0 (0.00%) | 0 (0.00%) | 5 (100.00%) |
Darknet19-448 | Normal | Trophozoite | Schizont | Gametocyte |
|---|---|---|---|---|
(3) Darknet19-448 model | ||||
Normal | 593 (91.21%) | 21 (4.34%) | 0 (0.00%) | 0 (0.00%) |
Trophozoite | 17 (2.79%) | 463 (95.66%) | 0 (0.00%) | 0 (0.00%) |
Schizont | 0 (0.00%) | 0 (0.00%) | 60 (100.00%) | 0 (0.00%) |
Gametocyte | 0 (0.00%) | 0 (0.00%) | 0 (0.00%) | 5 (100.00%) |
Densenet201 | Normal | Trophozoite | Schizont | Gametocyte |
|---|---|---|---|---|
(4) Densenet201 model | ||||
Normal | 589 (96.56%) | 22 (4.55%) | 0 (0.00%) | 0 (0.00%) |
Trophozoite | 21 (3.44%) | 455 (94.01%) | 0 (0.00%) | 0 (0.00%) |
Schizont | 0 (0.00%) | 7 (1.45%) | 60 (100.00%) | 0 (0.00%) |
Gametocyte | 0 (0.00%) | 0 (0.00%) | 0 (0.00%) | 5 (100.00%) |
