Table 1.

Details of the classification experiments performed

Targets	Fingerprints	Optimization method	$C\text{and}\mathit{\gamma }\text{range}$
			No of iterations
5-HT${}_{\text{2A}}$	EstateFP	Bayes	${log}_{10}(C)\in [-2,5]$
5-HT${}_{\text{2C}}$	ExtFP	Random	${log}_{10}(\mathit{\gamma })\in [-10,3]$
5-HT${}_{\text{6}}$	KlekFP	Grid search	20, 30, 50, 75, 100, 150
5-HT${}_{\text{7}}$	MACCSFP	Small grid
CDK2	PubchemFP	SVMlight
M${}_{\text{1}}$	SubFP	libSVM
ERK2
AChE
A${}_{\text{1}}$
alpha2AR
beta1AR
beta3AR
CB1
DOR
D${}_{\text{4}}$
H${}_{\text{1}}$
H${}_{\text{3}}$
HIVi
IR
ABL
HLE