Table 1.

BCrystal outperforms eight other protein crystallization predictors on the balanced test data

Models	Accuracy	MCC	AUC	F-score	Recall	Precision	NPV
PPCpred	0.672	0.359	0.754	0.616	0.528	0.740	0.635
fDETECT	0.646	0.355	0.778	0.504	0.36	0.840	0.593
Crysalis I	0.777	0.556	0.865	0.767	0.738	0.799	0.758
Crysalis II	0.804	0.61	0.888	0.796	0.767	0.828	0.784
XtalPred-RF	0.650	0.301	0.710	0.654	0.663	0.645	0.655
TargetCrys	0.627	0.255	0.637	0.637	0.656	0.619	0.593
CrystalP2	0.585	0.177	0.608	0.627	0.700	0.568	0.613
DeepCrystal	0.828	0.658	0.903	0.822	0.795	0.851	0.809
BCrystal	0.954	0.908	0.981	0.954	0.970	0.939	0.969

Note: Best results are highlighted in bold.