Table 3 Fusion of feature-sets with Gaussian Bayes classification
| Feature Fusion |
Average CCR
(Corr. Coef.)% | Confusion Matrix % | ||||
|---|---|---|---|---|---|---|
| NH | IC | PH | DH | |||
| All Features | 68.3(62.3) | NH | 89.8 | 06.7 | 01.0 | 02.6 |
| IC | 34.4 | 58.0 | 03.2 | 04.5 | ||
| PH | 14.9 | 13.5 | 63.5 | 08.1 | ||
| DH | 22.1 | 14.7 | 01.1 | 62.1 | ||
| Domains | 67.0(58.9) | NH | 90.9 | 03.4 | 01.9 | 03.8 |
| IC | 36.3 | 47.8 | 04.5 | 11.5 | ||
| PH | 18.9 | 02.7 | 71.6 | 06.8 | ||
| DH | 20.0 | 08.4 | 13.7 | 57.9 | ||
| Domain | 66.8(58.0) | NH | 89.1 | 03.5 | 03.5 | 03.8 |
| RepDomains | IC | 35.7 | 47.1 | 06.4 | 10.8 | |
| PH | 14.9 | 04.1 | 73.0 | 08.1 | ||
| 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 | IC | 35.0 | 53.5 | 06.4 | 05.1 | |
| PH | 10.8 | 05.4 | 75.7 | 08.1 | ||
| 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 | IC | 35.0 | 53.5 | 04.5 | 07.0 | |
| PH | 12.2 | 06.8 | 74.3 | 06.8 | ||
| 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 | IC | 31.8 | 57.3 | 05.1 | 05.7 | |
| Cellular1 | PH | 12.2 | 05.4 | 75.7 | 06.8 | |
| 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 | IC | 31.8 | 58.0 | 05.1 | 05.1 | |
| Cellular1 | PH | 09.5 | 08.1 | 75.7 | 06.8 | |
| CompPair2Gaps | 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 | IC | 31.2 | 59.2 | 05.1 | 04.5 | |
| Cellular1 | PH | 13.5 | 06.8 | 74.3 | 05.4 | |
|
CompPair2Gaps CompPair1Gap | DH | 14.7 | 07.4 | 04.2 | 73.7 | |