Table 2.

Summary of the results of the best models.

Model	Validation set results					Test set results
	ACC	F1	SEN	PREC	AUC	ACC	F1 SEN PREC			AUC
CPE	0.794	0.794	0.794	0.795	0.794	0.725	0.725	0.726	0.727	0.725
cytotox	0.771	0.771	0.771	0.772	0.771	0.7	0.7	0.7	0.7	0.7
AlphaLISA	0.788	0.788	0.788	0.79	0.789	0.762	0.762	0.762	0.762	0.762
TruHit	0.762	0.762	0.762	0.762	0.762	0.727	0.727	0.727	0.727	0.727
ACE2	0.806	0.805	0.804	0.812	0.804	0.452	0.452	0.453	0.453	0.452
3CL	0.803	0.802	0.803	0.81	0.803	0.672	0.671	0.671	0.672	0.671

ACC, Accuracy; F1, F1 score; SEN, sensitivity; PREC, precision; AUC, area under the receiver operating characteristic curve.