Table 6 Experimental results per substitution matrix for DS4
From: Protein sequences classification by means of feature extraction with substitution matrices
Substitution matrix | Attributes | Accuracy (%) | |||
|---|---|---|---|---|---|
| Â | Â | C4.5 | SVM | NB | NN |
Blosum45 | 5095 | 82.5 | 85 | 95 | 80 |
Blosum62 | 5505 | 82.5 | 87.5 | 95 | 80 |
Blosum80 | 5968 | 72.5 | 87.5 | 92.5 | 80 |
Pam30 | 7005 | 82.5 | 92.5 | 92.5 | 65 |
Pam70 | 5846 | 82.5 | 85 | 92.5 | 80 |
Pam250 | 1948 | 82.5 | 77.5 | 95 | 80 |