Table 5 Experimental results per substitution matrix for DS3
From: Protein sequences classification by means of feature extraction with substitution matrices
Substitution matrix | Attributes | Accuracy (%) | |||
|---|---|---|---|---|---|
| Â | Â | C4.5 | SVM | NB | NN |
Blosum45 | 377 | 78.5 | 79.2 | 59.4 | 77.7 |
Blosum62 | 508 | 79.2 | 78.9 | 59.4 | 77 |
Blosum80 | 532 | 77.6 | 80.5 | 60 | 77.6 |
Pam30 | 2873 | 77.8 | 82 | 60.3 | 76.7 |
Pam70 | 802 | 78.1 | 80.5 | 60.5 | 77 |
Pam250 | 1123 | 77.3 | 79.4 | 59.6 | 78.7 |