Table 3.
Performance results for various 3-way, n-shot settings with cross entropy loss.
Model | Accuracy | Precision | Recall | Specificity | F1-score | AUC |
---|---|---|---|---|---|---|
MetaCOVID (3-way, 7-shot) | 0.890 | 0.927 | 0.915 | 0.935 | 0.916 | 0.933 |
MetaCOVID (3-way, 8-shot) | 0.915 | 0.935 | 0.919 | 0.940 | 0.922 | 0.948 |
MetaCOVID (3-way, 9-shot) | 0.923 | 0.938 | 0.939 | 0.948 | 0.938 | 0.954 |
MetaCOVID 3-way, 10-shot) | 0.938 | 0.949 | 0.953 | 0.964 | 0.950 | 0.957 |