Table 1.
Classification results of SVMs trained on different embeddings, for the structural classes of the CATH database (balanced accuracy), and for 50 functional classes of the GO ( score)
Embedding | C | A | T | H | GO |
---|---|---|---|---|---|
Spectrum | 65 ± 3 | 54 ± 4 | 57 ± 2 | 47 ± 3 | 58 ± 1 |
ProFET | 53 ± 2 | 38 ± 4 | 48 ± 2 | 28 ± 3 | 52 ± 1 |
UniRep | 72 ± 4 | 73 ± 6 | 68 ± 2 | 58 ± 3 | 71 ± 1 |
ESM | 77 ± 3 | 91 ± 1 | 86 ± 1 | 79 ± 2 | 80 ± 1 |
Note: All values in percent.