Research Article
DrugECs: An Ensemble System with Feature Subspaces for Accurate Drug-Target Interaction Prediction
Table 7
The most correlated properties in AAindex1 to the top component of PCA.
| PCA | AAindex1 | Data description |
| 1 | NADH010104 | Hydropathy scale based on self-information values in the two-state model (20% accessibility) (Naderi-Manesh et al., 2001) | 2 | RADA880103 | Transfer free energy from vap to chx (Radzicka-Wolfenden, 1988) | 3 | NADH010107 | Hydropathy scale based on self-information values in the two-state model (50% accessibility) (Naderi-Manesh et al., 2001) | 4 | RICJ880112 | Relative preference value at C3 (Richardson-Richardson, 1988) | 5 | KHAG800101 | The Kerr-constant increments (Khanarian-Moore, 1980) | 6 | RICJ880113 | Relative preference value at C2 (Richardson-Richardson, 1988) | 7 | PRAM820103 | Correlation coefficient in regression analysis (Prabhakaran-Ponnuswamy, 1982) |
|
|
The first column denotes the top components in PCA calculation; the second column denotes the property accessions in AAindex1 dataset.
|