BioMed Research International / 2013 / Article / Tab 1

Research Article

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

Table 1

Details of previously developed QSBR models.

No.DescriptorsModel (CV) RMSERef.

1MS-WHIMPLS0.6330.704nd*[18]
2ISA-ECIPLSNd0.847nd[19]
3 -scalesPLS0.7130.8240.26[20]
4GRIDPLS0.780ndnd[21]
5MHDVPCR0.8640.9190.18[22]
6MEEV (M3)MLR0.5880.7730.34[23]
7MEEV (M4)MLR0.6770.7340.34[23]
8SSIA-AM1PLS0.8370.850.25[24]
9SSIA-PM3PLS0.8290.8880.22[24]
10SSIA-HFPLS0.7980.8440.25[24]
11SSIA-DFTPLS0.7410.8560.24[24]
12MARCH-INSIDEMLR0.8600.8810.23[25]
13ConstitutionalMLR0.8200.8460.26[25]
14TopologicalMLR0.8900.910.20[25]
15MolecularMLR0.5800.6180.39[25]
16BCUTMLR0.7200.7830.30[25]
17GalvezMLR0.5600.6170.40[25]
182DMLR0.7100.7530.32[25]
19RandicMLR0.5120.5590.42[25]
20GeometricalMLR0.8950.9090.20[25]
21RDFMLR0.8140.8510.25[25]
223D-MoRSEMLR0.8800.9140.20[25]
23GETAWAYMLR0.8570.8890.22[25]
24WHIMMLR0.7990.8610.25[25]
25SZOTTPLS0.7360.9080.20[26]
26VSWPLS0.6960.8680.24[16]
27VMLR0.9210.9480.17[15]
28EMLR0.8880.9400.21[27]
29ESVR0.9120.9620.12[17]
30 -scoresPLS0.8000.850nd[3]

 *No data.

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