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. 2004 Mar;13(3):596–607. doi: 10.1110/ps.03373104

Table 2.

The list of the features (physicochemical properties) of amino acids along with bibliographic details used in the development of cascade SVM–based methods

S.NO Major feature Details of features
1 Hydrophobicity Hydrophobicity in folded forma; hydrophobicity in unfolded forma; hydrophobicity gaina; surrounding hydrophobicity in α-helixa; surrounding hydrophobicity in β-sheeta; surrounding hydrophobicity in β-turna; hydrophobicityb; average surrounding hydrophobicityc; hydrophobicityd
2 Hydrophilicity Hydrophilicitye; hydrophilicity from HPLCf
3 Accessibility Average accessibility surface areag; accessibility reduction ratioa; accessible surface area in the standard stateh; average accessible surface area in folded proteinsh
4 Flexibility Flexibilityi; local flexibilityj; flexibility for no rigid neighborsk; flexibility for one rigid neighbork; flexibility for two rigid neighborsk
5 Distribution ratio Normalized frequency of α-helix with weightsl; normalized frequency of β-sheet with weightsl; normalized frequency for reverse turn with weightsl; percentage of buried residuesa; Percentage of exposed residuesa
6 Other features Free energy of transfer to surfacea; polaritya; volumem; refractivityd; aromatic amino acidsd; charge of amino acidsl; average number of surrounding residuesa; hydropathyn