Research Article
Predicting Cross-Species Infection of Swine Influenza Virus with Representation Learning of Amino Acid Features
Table 3
Results of feature representations using class information and probabilistic information.
| Features | ACC | SE | SP | MCC | TP | TN | FP | FN |
| Class features | 95.22 | 92.72 | 96.91 | 90.05 | 713 | 1098 | 35 | 56 | Probabilistic features | 95.95 | 93.24 | 97.79 | 91.59 | 717 | 1108 | 25 | 52 | Optimal class features | 95.69 | 93.50 | 97.18 | 91.03 | 719 | 1101 | 32 | 50 | Optimal probabilistic features | 96.37 | 94.54 | 97.62 | 92.46 | 727 | 1106 | 27 | 42 |
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