TABLE 5.
The fivefold cross-validation results achieved on the three plant PPIs dataset among different descriptors using the proposed method.
| Dataset | Methods | Acc. (%) | Sen. (%) | Prec. (%) | Spec. (%) | MCC (%) | AUC |
|---|---|---|---|---|---|---|---|
| A. thaliana | LPQ + RoF | 73.17 ± 0.72 | 72.55 ± 0.86 | 73.46 ± 0.84 | 73.79 ± 0.64 | 60.74 ± 0.69 | 0.7873 ± 0.0090 |
| LOOP + RoF | 98.63 ± 0.22 | 97.56 ± 0.43 | 99.69 ± 0.10 | 99.70 ± 0.09 | 97.30 ± 0.42 | 0.9954 ± 0.0009 | |
| Zea mays | LPQ + RoF | 94.17 ± 0.40 | 93.4 ± 0.64 | 94.86 ± 0.53 | 94.93 ± 0.50 | 89.02 ± 0.72 | 0.9639 ± 0.0031 |
| LOOP + RoF | 98.09 ± 0.23 | 97.13 ± 0.40 | 99.03 ± 0.14 | 99.05 ± 0.12 | 96.25 ± 0.44 | 0.9912 ± 0.0015 | |
| Oryza sativa | LPQ + RoF | 91.89 ± 0.64 | 92.14 ± 1.57 | 91.70 ± 0.87 | 91.65 ± 1.01 | 85.09 ± 1.07 | 0.9474 ± 0.0041 |
| LOOP + RoF | 94.02 ± 1.45 | 93.63 ± 1.08 | 94.39 ± 2.20 | 94.43 ± 2.19 | 88.79 ± 2.61 | 0.9581 ± 0.0140 |
The bold values in these Tables mean the highest value in every column.