Table 6 Top amino acid physicochemical properties identified using variable importance feature in random forest.
From: Predicting host tropism of influenza A virus proteins using random forest
Model | Amino acid property | AAIndex ID and reference [29] |
|---|---|---|
HA | Charge | KLEP940101 [53] |
| Â | Normalized van der Waals volume | FAUJ880103 [54] |
| Â | Polarizability | CHAM820101 [55] |
NA | Solvent accessibility | JANJ780102/JAN780103 [56] |
| Â | Polarity | GRAR740102 [57] |
NS1 | Charge | KLEP940101 [53] |
PA | Hydrophobicity | ENGD860101 [58] |
| Â | Polarity | GRAR740102 [57] |
PB1 | Solvent accessibility | JANJ780102/JAN780103 [56] |
PB2 | Charge | KLEP940101 [53] |
| Â | Solvent accessibility | JANJ780102/JAN780103 [56] |