QSBR Study of Bitter Taste of Peptides: Application of GA-PLS in Combination with MLR, SVM, and ANN Approaches

Table 3

GA-PLS selected descriptors along with descriptive for training data set (181 peptides).

Name	Range	Minimum	Maximum	Mean	Std. deviation
rdf025p	112.70	4.07	116.77	30.90	21.13
mor15u	3.81	−1.90	1.91	0.18	0.65
eeig08x	4.21	−0.24	3.97	2.16	1.21
mor11m	2.13	−1.21	0.92	−0.15	0.40
rdf025v	108.21	4.00	112.20	29.52	20.28
mor15e	3.73	−1.57	2.16	0.26	0.70
mor21m	3.86	−3.93	−0.08	−0.90	0.64
belp7	1.88	0.00	1.88	1.18	0.42
rdf075m	144.42	0.00	144.42	16.28	24.18
mor31p	1.85	0.14	1.98	0.54	0.36
ggi6	3.87	0.00	3.87	0.77	0.74
mor11v	2.54	−1.00	1.55	0.10	0.40
mor31v	1.59	0.11	1.70	0.45	0.31
ncs	29.00	1.00	30.00	7.26	5.50
ti1	6217.22	−87.25	6129.97	255.45	699.86
e3s	0.64	0.00	0.64	0.21	0.10
gmti	1318857.00	347.00	1319204.00	81064.04	173637.51
vep1	8.18	2.61	10.78	5.28	1.63
ats1p	2.88	1.81	4.68	3.12	0.60
smtiv	775601.00	341.00	775942.00	48407.38	103187.64
behv6	2.84	0.96	3.79	2.82	0.53
alogp	8.07	−2.81	5.26	0.38	1.45
rtp_a	25.63	4.90	30.53	13.02	5.31
c002	18.00	0.00	18.00	4.13	3.38
j3d	10.70	2.41	13.10	5.35	2.46
idmt	1426115.69	182.31	1426298.00	75860.86	184400.59
mats2m	0.32	−0.16	0.16	0.04	0.06
mor11p	2.80	−1.29	1.51	0.05	0.43
mats2v	1426115.69	182.31	1426298.00	75860.86	184400.59
hats8u	0.70	0.00	0.70	0.33	0.13
smti	477598.00	168.00	477766.00	29053.36	63311.78
mor05u	36.43	−38.23	−1.80	−10.14	6.51
hats8e	0.68	0.00	0.68	0.34	0.13
mats2e	0.31	−0.15	0.15	0.03	0.06
l1u	53.45	2.41	55.86	12.98	9.33
rbn	46.00	1.00	47.00	11.61	8.03
h6m	1.81	0.00	1.81	0.34	0.36
rdf080e	387.99	0.00	387.99	39.41	61.82
rtv_a	23.23	3.99	27.21	11.50	4.82