Table 2. Mixed Matrix for LightGBM Model.

		precision	recall	F1 score
model using 35 features	active ligands	0.98	0.43	0.60
	decoy molecules	0.98	1.00	0.99
model using only the affinity	active ligands	0.30	0.01	0.02
	decoy molecules	0.97	1.00	0.99