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Table 4 Physicochemical properties used to represent a protein for predicting plastids and their types using SVM.

From: Identification and characterization of plastid-type proteins from sequence-attributed features using machine learning

Sr. No.

Physicochemical property

Amino acids

# feature

1

Charged residues

D, R, E, K, H

1

2

Hydrophilic (polar) and neutral

N, Q, S, T, Y

1

3

Basic polar or Positively charged

H, K, R

1

4

Acidic polar or Negatively charged

D, E

1

5

Aliphatic

A, G, I, L, V

1

6

Aromatic

F, W, Y

1

7

Small

T, D, N

1

8

Tiny

G, A, S, P

1

9

Large

F, R, W, Y

1

10

Hydrophobic (non-polar) and aromatic

W, F

1

11

Hydrophobic (non-polar) and neutral

A, C, G, I, L, M, F, P, W, V

1

12

Amidic (contains amide group)

N, Q

1

13

Cyclic

P

1

14

Hydroxylic

S, T

1

15

Sulfur-containing

C, M

1

16

H-bonding

C, W, N, Q, S, T, Y, K, R, H, D, E

1

17

Acidic and their Amide

D, E, N, Q

1

18

Ionizable

D, E, H, C, Y, K, R

1

19

Forms covalent cross-link (disulfide bond)

C

1

20

Theoretical pI (isoelectric point)

-

1