Table 7 Experimental results per substitution matrix for DS5
From: Protein sequences classification by means of feature extraction with substitution matrices
Substitution matrix | Attributes | Accuracy (%) | |||
|---|---|---|---|---|---|
| Â | Â | C4.5 | SVM | NB | NN |
Blosum45 | 12603 | 69.3 | 82.3 | 85.9 | 78 |
Blosum62 | 13083 | 73.3 | 82.3 | 85.9 | 78 |
Blosum80 | 13146 | 70.1 | 82.3 | 84.1 | 78 |
Pam30 | 13830 | 69.3 | 82.3 | 84.5 | 78 |
Pam70 | 13822 | 70.4 | 82.3 | 84.5 | 78 |
Pam250 | 1969 | 66.1 | 85.2 | 79.4 | 78 |