Optimal Modeling of Anti-Breast Cancer Candidate Drugs Based on Graph Model Feature Selection

Table 1

The degree change of the minimum spanning tree of some feature nodes.

Features	Nodes; Degree_1	Nodes; Degree_0	Nodes; Degree_diff	Features	Nodes; Degree_1	Nodes; Degree_0	Nodes; Degree_diff
nHCsatu	190	23	167	MDEN-11	142	33	109
nG12Ring	156	0	156	MLFER_BH	178	69	109
SHCsatu	167	16	151	maxdNH	140	31	109
nHBint3	166	29	137	mindNH	139	31	108
ETA_Shape_Y	70	207	137	minHdNH	138	31	107
maxHBd	38	167	129	maxaasC	73	179	106
SsNH2	158	29	129	nBondsD2	211	106	105
nsNH2	158	30	128	minsCH3	31	135	104
nHsNH2	158	30	128	MDEN-12	137	33	104
SHsNH2	158	32	126	SHBint2	173	69	104
ATSm1	158	33	125	minHBd	49	151	102
SHdNH	155	31	124	nBase	162	61	101
minHCsats	12	136	124	minaaaC	43	144	101
SdNH	154	31	123	minHBint6	2	102	100
nHdNH	154	31	123	SHBint8	156	57	99
ndNH	154	31	123	SHsOH	81	180	99
ATSc5	142	20	122	nHBint2	163	66	97
nHBint7	157	37	120	SsssCH	179	82	97
nHBint8	162	46	116	SaaaC	43	139	96
MLFER_BO	179	68	111	maxsCH3	43	138	95
SHBint3	167	56	111	maxaaaC	46	141	95
ndssC	168	58	110	nsssCH	194	100	94
XLogP	73	183	110	minHsOH	68	161	93
nHBint10	165	55	110	maxssssC	96	4	92
maxHdNH	141	31	110	SdO	200	108	92