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. 2022 Aug 22;13:942491. doi: 10.3389/fgene.2022.942491

TABLE 5.

The AUC of AttnTAP on unbalanced datasets.

Ratio McPAS-TCR VDJdb Ratio McPAS-TCR VDJdb
1:1 a 0.838 b 0.908 1:9 0.865 0.914
1:2 0.853 0.910 1:10 0.870 0.911
1:3 0.854 0.912 1:11 0.872 0.912
1:4 0.863 0.913 1:12 0.873 0.912
1:5 0.862 0.911 1:13 0.872 0.913
1:6 0.871 0.909 1:14 0.870 0.912
1:7 0.867 0.909 1:15 0.868 0.913
1:8 0.870 0.912 - - -
a

It denotes the ratio of positive samples to negative samples in the dataset.

b

We used the metric, area under the receiver operating characteristic curve, to evaluate the performance of the model.