Research Article
LipoFNT: Lipoylation Sites Identification with Flexible Neural Tree
Table 2
The Performances of Different Methods.
| Method | Sn(%) | Sp(%) | Acc(%) | F1 | MCC |
| DNABIND [46] | 69.78 | 70.97 | 70.38 | 0.7020 | 0.4075 | DNAbinder [46] | 69.89 | 73.79 | 71.84 | 0.7128 | 0.4371 | DBD-Threader [47] | 57.79 | 94.71 | 76.25 | 0.7087 | 0.5649 | DNA-Prot [47] | 67.81 | 80.71 | 74.26 | 0.7249 | 0.4893 | iDNA-Prot [48] | 76.71 | 75.52 | 76.12 | 0.7626 | 0.5223 | DBPPred [49] | 79.37 | 74.82 | 77.10 | 0.7760 | 0.5425 | PLMLA [50] | 65.80 | 69.71 | 67.76 | 0.6711 | 0.3554 | Phosida [51] | 78.61 | 84.91 | 81.76 | 0.8117 | 0.6365 | LysAcet [52] | 77.50 | 75.14 | 76.32 | 0.7660 | 0.5265 | EnsemblePail [53] | 77.31 | 72.24 | 74.78 | 0.7540 | 0.4961 | PSKAcePred [54] | 71.20 | 69.87 | 70.54 | 0.7073 | 0.4107 | BRABSB [55] | 81.09 | 72.28 | 76.65 | 0.7762 | 0.5349 | SSPKA [56] | 75.81 | 79.57 | 77.69 | 0.7726 | 0.5542 | SMOTE [57] | 80.91 | 79.18 | 80.05 | 0.8022 | 0.6010 | Proposed Algorithm | 81.07 | 80.29 | 80.68 | 0.8076 | 0.6136 |
|
|