Table 6.

Number of times the highest gain (training and test set) was obtained from fingerprint (FP) and physicochemical (PC) descriptors based models respectively

Cost	Max gain FP	Max gain PC	Tiesa
6	6	3	3
10	9	1	2
14	9	1	2

^aTies occur when the validation indicates that the entire library should be screened