Table 4.

Comparison of our model with and without pre-training vs. existing architectures on anti-malaria dataset.

	Acc	F1	AUC
XGB	0.8318	0.8412	N/A
ANN	0.8223	0.8445	N/A
With_pre-training	0.8601	0.8721	0.9012
Without_pre-training	0.8553	0.8471	0.8937