Table 5: List of experimental and predicted activity values of compounds in the training set along with individual fitness score with respect to the best hypothesis AAARR.1386.

S.No	Derivatives	Expt. IC50 (µm)	Pred. IC50 (µm)	Fitness
1.	Quercetin-3-Sophroside	192	177.48	2.17
2.	Quercetin USP	0.21	135.41	2.49
3.	Tri(Monochloropivaloyl) Quercetin	200	176.31	1.93
4.	Di(Tetracetylquinolyl) Quercetin	63.7	49.03	1.83
5.	Tetra(Acetylsalicyloyl) Quercetin	200	182.27	1.74
6.	Monochloropivaloyl Quercetin	270.2	178.37	2.29
7.	Pentaacetyl Quercetin	200	161.41	2.18
8.	Monoacetyl-Di(Diacetylcaffeoyl) Quercetin	29.2	64.62	1.91
9.	Tri(Diacetylcaffeoyl) Quercetin	35.4	-20.19	1.25
10.	Quercetin-3-7,3,4 Tetramethylether (Reagent or Standard grade)	47.4	119.39	2.24
11.	Di(Diacethylcaffeoyl)-Mono(Monoacetylcaffeoyl) Quercetin	200	214.02	2.21