Research Article
A Gram-Negative Bacterial Secreted Protein Types Prediction Method Based on PSI-BLAST Profile
Table 4
The comparison of our prediction quality with Yu’s method by independent dataset test on the test set.
| Type | Reference | T1SP | T2SP | T3SP | T4SP | T5SP | T7SP | Total | Number of sequences | 25 | 29 | 28 | 22 | 35 | 33 | 172 |
| The “one-to-one” algorithm | | | | | | | | | Correct hit | | 22 | 23 | 28 | 18 | 35 | 29 | 155 | Sensitivity () | | 88.00 | 79.31 | 100.00 | 81.82 | 100.00 | 87.88 | 90.12 |
| The “one-to-the-rest” algorithm | | | | | | | | | Correct hit | [23] | 20 | 22 | 28 | 17 | 34 | 27 | 148 | Sensitivity () | [23] | 80.00 | 75.86 | 100.00 | 77.27 | 97.14 | 81.82 | 86.05 |
| Correct hit | Our method | 25 | 29 | 28 | 22 | 35 | 33 | 172 | Sensitivity () | Our method | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 |
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