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. 2020 Oct 17;113:107700. doi: 10.1016/j.patcog.2020.107700

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