Table 1.

Feature selection results of 13 types of molecular fingerprints/descriptors.

ID	Type	Number of Features
		PaDEL-Descriptor	Boruta	Find Correlation
1	FP	1024	117	117
2	ExtFP	1024	111	111
3	EStateFP	79	13	12
4	GraphFP	1024	83	73
5	MACCSFP	166	59	52
6	PubchemFP	881	77	58
7	SubFP	307	25	22
8	SubFPC	307	18	15
9	KRFP	4860	61	49
10	KRFPC	4860	38	26
11	AP2D	780	38	34
12	APC2D	780	33	17
13	2D Descriptor	1444	138	91