Barnacles Mating Optimizer with Deep Transfer Learning Enabled Biomedical Malaria Parasite Detection and Classification

Table 2

Comparative malaria parasite classification outcome of the BMODTL-BMPC model with existing models [15].

Methods	Accuracy (%)	Sensitivity (%)	Specificity (%)	F1 score (%)	Precision (%)
MBS-MPCM	78.59	90.94	78.79	81.58	80.38
ML-MPCM	85.14	98.08	91.32	82.95	82.98
MIEC-MPCM	95.80	92.49	96.73	84.58	88.29
CNN-MPCM	96.34	96.78	98.02	98.71	96.94
DBN-MPCM	98.51	98.54	97.10	96.75	97.93
CNN-MDFS	98.71	96.84	98.38	98.94	95.49
BMODTL-BMPC	99.04	99.05	99.05	99.05	99.04