Table 4 Prediction under the multiple sequences condition
From: An evolutionary method for learning HMM structure: prediction of protein secondary structure
Test | Q Ì | Q H | Q E | Q C | SOV | SOV H | SOV E | SOV C |
|---|---|---|---|---|---|---|---|---|
5-fold cross-validation | 75.1 | 67.8 | 70.8 | 77.5 | 71.7 | 68.4 | 73.4 | 69.6 |
Non-Common (PSIPRED) | 78.9 | 76.7 | 74.5 | 77.3 | 75.6 | 76.3 | 75.6 | 71.3 |
Non-Common (YASPIN) | 73.4 | 68.8 | 83.0 | 68.9 | 71.1 | 70.1 | 76.5 | 65.8 |
Non-Common (BLOCK-HMM) | 74.5 | 70.3 | 69.6 | 76.2 | 70.6 | 69.5 | 72.7 | 68.2 |
Common (PSIPRED) | 79.5 | 74.6 | 71.7 | 79.6 | 75.8 | 74.4 | 73.2 | 72.6 |
Common (YASPIN) | 74.6 | 68.2 | 80.1 | 71.0 | 71.3 | 68.4 | 74.7 | 67.2 |
Common (BLOCK-HMM) | 75.0 | 67.4 | 67.2 | 78.7 | 70.5 | 67.7 | 68.6 | 69.7 |