Research Article
ProFold: Protein Fold Classification with Additional Structural Features and a Novel Ensemble Classifier
Table 10
The accuracy of each fold class with and without the DSSP feature.
| Fold number | The accuracy without the DSSP feature | The accuracy with the DSSP feature |
| 1 | 100.0 | 100.0 | 2 | 88.9 | 100.0 | 3 | 55.0 | 60.0 | 4 | 62.5 | 87.5 | 5 | 88.9 | 88.9 | 6 | 66.7 | 77.8 | 7 | 77.3 | 84.1 | 8 | 66.7 | 66.7 | 9 | 92.3 | 92.3 | 10 | 66.7 | 66.7 | 11 | 50.0 | 50.0 | 12 | 47.4 | 68.4 | 13 | 100.0 | 100.0 | 14 | 50.0 | 50.0 | 15 | 100.0 | 100.0 | 16 | 91.7 | 93.8 | 17 | 83.3 | 91.7 | 18 | 38.5 | 46.2 | 19 | 85.2 | 85.2 | 20 | 50.0 | 50.0 | 21 | 87.5 | 87.5 | 22 | 58.3 | 58.3 | 23 | 57.1 | 71.4 | 24 | 100.0 | 100.0 | 25 | 25.0 | 25.0 | 26 | 44.4 | 59.3 | 27 | 92.6 | 96.3 |
| Overall | 71.3 | 76.2 |
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The fold class of which the accuracy has increased significantly after importing the DSSP feature.
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