Table 3.
Classification performance on the human blood virome dataset. Positive class is the majority class. BAcc. – balanced accuracy, Rec. – recall, Spec. – specificity
BAcc. | AUPR | Rec. | Spec. | |
---|---|---|---|---|
CNNAll-150 (ours) | 96.8 | >99.9 | 97.3 | 96.2 |
LSTMAll (ours) | 91.8 | >99.9 | 88.2 | 95.5 |
k-NN | 83.1 | 99.5 | 80.9 | 85.4 |