BgN-Score and BsN-Score: Bagging and boosting based ensemble neural networks scoring functions for accurate binding affinity prediction of protein-ligand complexes

Table 1 The 16 conventional scoring functions and the molecular docking software in which they are implemented

Scoring function (SF)	Software	Type of SF	Reference
Jain	Discovery Studio	Empirical	[37]
LigScore		Knowledge based	[38]
Ludi		Empirical	[39]
PLP		Empirical	[40]
PMF		Knowledge based	[41]
ChemScore	SYBYL	Empirical	[24]
D-Score		Force-field based	[11]
G-Score		Force-field based	[32]
F-Score		Empirical	[42]
PMF-Score¹		Knowledge based	[41]
ASP	GOLD	Empirical	[43]
ChemScore²		Empirical	[24]
GoldScore³		Force-field based	[32]
GlideScore	Glide	Empirical	[44]
DrugScore	Standalone	Knowledge based	[45]
X-Score	Standalone	Empirical	[12]

ISSN: 1471-2105