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Table 2 Semantic categories of the 5 physico-chemical properties: volume, hydrophobicity, charge, and polarity

From: A comprehensive study of small non-frameshift insertions/deletions in proteins and prediction of their phenotypic effects by a machine learning method (KD4i)

Physico-chemical property

Semantic categories

Numeric categories

Real values

Volume [34]

Very small

0

60-90 Å3

Small

1

108-117 Å3

Medium

2

138-154 Å3

Large

3

162-174 Å3

Very large

4

189-228 Å3

Hydrophobicity [35]

Hydrophilic

0

−55 to −14

Neutral

1

−10 to 13

Hydrophobic

2

41 to 63

Very hydrophobic

3

74 to 100

Polarity [36]

Polar

0

 

Apolar

1

Charge [36]

Negative

−1

 

Neutral

0

 

Positive

1

Â