Table 5 Prediction accuracies for electrostatic energy and different feature selection methods.
From: The role of electrostatic energy in prediction of obligate protein-protein interactions
FS method | ZH-AA | ZH-AT | MW-AA | MW-AT | ||||
|---|---|---|---|---|---|---|---|---|
n | accuracy | n | accuracy | n | accuracy | n | accuracy | |
No FS | 210 | 93.89% | 171 | 95.42% | 210 | 92.08% | 171 | 96.30% |
Chi2 | 8 | 97.69% | 2 | 97.69% | 10 | 91.09% | 6 | 97.69% |
GR | 4 | 96.92% | 8 | 96.92% | 4 | 86.80% | 6 | 97.69% |
IG | 8 | 97.69% | 2 | 97.69% | 8 | 88.78% | 10 | 96.37% |
mRMR | 10 | 96.15% | 10 | 97.69% | 10 | 90.94% | 10 | 96.10% |