Table 1 Improvements in prediction accuracy.
AA-type | Property | G AA-type | NN Prediction | Improvement |
|---|---|---|---|---|
arg | I | 9.7% | 13.6% | 40.2% |
asn | I | 8.3% | 13.3% | 60.2% |
asp | I | 8.2% | 13.7% | 67.1% |
gln | I | 8.7% | 13.3% | 52.9% |
glu | I | 10.6% | 15.1% | 42.5% |
his | I | 7.7% | 12.0% | 55.8% |
lys | I | 9.7% | 14.9% | 53.6% |
ser | I | 10.9% | 16.5% | 51.4% |
thr | I | 9.1% | 15.3% | 68.1% |
gly | - | 15.0% | 16.2% | 8.0% |
ala | O | 12.4% | 17.3% | 39.5% |
cys | O | 10.5% | 14.0% | 33.3% |
ile | O | 14.3% | 15.3% | 7.0% |
leu | O | 12.5% | 16.0% | 28.0% |
met | O | 9.8% | 12.3% | 25.5% |
phe | O | 10.4% | 12.6% | 21.2% |
pro | O | 21.4% | 27.0% | 26.2% |
trp | O | 13.5% | 15.2% | 12.6% |
tyr | O | 9.4% | 12.0% | 27.7% |
val | O | 13.7% | 14.2% | 3.6% |