Detection of Peripheral Malarial Parasites in Blood Smears Using Deep Learning Models

Table 3

90% accuracy of extreme gradient boosting algorithm classification.

Precision measure	Recall measure	F1-score (%)
Parasitized-results-0.8275	0.9230	0.8727
Infected-results-0.9047	0.7916	0.8444