Table 9.
Comparison with results reported in (Chen et al., 2006) and (Zhou, 1998) for DS5
| Methods | Accuracy % | Correctly classified sequences |
|---|---|---|
| DDSM & C4.5 | 73.3 | 203 |
| DDSM & SVM | 82.3 | 228 |
| DDSM & NB | 85.9 | 238 |
| DDSM & NN | 78 | 216 |
| Blast-based | 78.3 | 220 |
| AAC[27] & SVM [27] | 80.5 | 223 |
| pair-coupled AAC[27] & SVM [27] | 77.6 | 215 |
| PseAAC[27] & SVM [27] | 80.5 | 223 |
| SVM fusion [27] | 87.7 | 243 |
| AAC[28] & Component coupled [28] | 79.1 | 219 |
| AAC[34] & City-block distance [34] | 59.9 | 166 |
| AAC[35] & Euclidean distance [35] | 55.2 | 153 |
| AAC[36] & Neural network [36] | 74.7 | 206 |
| AAC[37] & SVM [37] | 79.4 | 219 |
| AAC[38] & LogitBoost [38] | 84.1 | 233 |
| AAC[39] & Rough Sets [39] | 79.4 | 219 |