Table 3 Fusion of feature-sets with Gaussian Bayes classification
Feature Fusion | Average CCR (Corr. Coef.)% | Â | Confusion Matrix % | |||
|---|---|---|---|---|---|---|
| Â | Â | Â | NH | IC | PH | DH |
All Features | 68.3(62.3) | NH | 89.8 | 06.7 | 01.0 | 02.6 |
| Â | Â | IC | 34.4 | 58.0 | 03.2 | 04.5 |
| Â | Â | PH | 14.9 | 13.5 | 63.5 | 08.1 |
| Â | Â | DH | 22.1 | 14.7 | 01.1 | 62.1 |
Domains | 67.0(58.9) | NH | 90.9 | 03.4 | 01.9 | 03.8 |
| Â | Â | IC | 36.3 | 47.8 | 04.5 | 11.5 |
| Â | Â | PH | 18.9 | 02.7 | 71.6 | 06.8 |
| Â | Â | DH | 20.0 | 08.4 | 13.7 | 57.9 |
Domain | 66.8(58.0) | NH | 89.1 | 03.5 | 03.5 | 03.8 |
RepDomains | Â | IC | 35.7 | 47.1 | 06.4 | 10.8 |
| Â | Â | PH | 14.9 | 04.1 | 73.0 | 08.1 |
| Â | Â | DH | 16.8 | 10.5 | 14.7 | 57.9 |
Domains | 70.9(64.8) | NH | 90.2 | 04.4 | 02.5 | 02.9 |
RepDomains PSSM-400 | Â | IC | 35.0 | 53.5 | 06.4 | 05.1 |
| Â | Â | PH | 10.8 | 05.4 | 75.7 | 08.1 |
| Â | Â | DH | 14.7 | 07.4 | 13.7 | 64.2 |
Domains | 71.7(65.4) | NH | 91.5 | 04.0 | 01.5 | 03.1 |
PSSM-400 | Â | IC | 35.0 | 53.5 | 04.5 | 07.0 |
| Â | Â | PH | 12.2 | 06.8 | 74.3 | 06.8 |
| Â | Â | DH | 16.4 | 06.3 | 09.5 | 67.4 |
Domains | 74.0(67.1) | NH | 91.2 | 04.2 | 01.6 | 03.0 |
PSSM-400 | Â | IC | 31.8 | 57.3 | 05.1 | 05.7 |
Cellular1 | Â | PH | 12.2 | 05.4 | 75.7 | 06.8 |
| Â | Â | DH | 14.7 | 06.3 | 06.3 | 72.6 |
Domains | 74.7(69.3) | NH | 91.7 | 04.4 | 01.5 | 02.5 |
PSSM-400 | Â | IC | 31.8 | 58.0 | 05.1 | 05.1 |
Cellular1 | Â | PH | 09.5 | 08.1 | 75.7 | 06.8 |
CompPair2Gaps | Â | DH | 15.8 | 05.3 | 05.3 | 73.7 |
Domains | 74.9(69.9) | NH | 92.1 | 04.1 | 01.5 | 02.2 |
PSSM-400 | Â | IC | 31.2 | 59.2 | 05.1 | 04.5 |
Cellular1 | Â | PH | 13.5 | 06.8 | 74.3 | 05.4 |
CompPair2Gaps CompPair1Gap | Â | DH | 14.7 | 07.4 | 04.2 | 73.7 |