Computational Models-Based Detection of Peripheral Malarial Parasites in Blood Smears

Table 4

Confusion matrix-based analyses.

Models	Accuracy	F1 score	Precision	Recall
Basic CNN	0.9397 ± 0.23	0.9397 ± 0.13	0.9397 ± 0.19	0.9397 ± 0.27
VGG-19 frozen	0.9486 ± 0.13	0.9482 ± 0.12	0.9456 ± 0.15	0.9480 ± 0.12
VGG-19 fine-tuned	0.9704 ± 0.06	0.9640 ± 0.06	0.9740 ± 0.07	0.9700 ± 0.03