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. 2022 Sep 15;9:963912. doi: 10.3389/fmolb.2022.963912

TABLE 6.

Ablation study on Human and Davis datasets.

Method ROC-AUC PR-AUC Recall
Human CAT-CPI 0.986 ± 0.001 0.948 ± 0.002 0.971 ± 0.003
-CNN 0.980 ± 0.001 0.942 ± 0.004 0.942 ± 0.003
-Trans 0.982 ± 0.001 0.939 ± 0.001 0.936 ± 0.003
Word2vec 0.982 ± 0.001 0.925 ± 0.003 0.949 ± 0.003
-P_Trans 0.981 ± 0.001 0.954 ± 0.003 0.936 ± 0.003
-FR 0.966 ± 0.001 0.923 ± 0.002 0.955 ± 0.001
Davis CAT-CPI 0.920 ± 0.001 0.481 ± 0.001- 0.888 ± 0.023
-CNN 0.914 ± 0.003 0.473 ± 0.011 0.849 ± 0.007
-Trans 0.912 ± 0.004 0.443 ± 0.005 0.848 ± 0.001
Word2vec 0.908 ± 0.002 0.436 ± 0.003 0.881 ± 0.004
-P_Trans 0.918 ± 0.002 0.478 ± 0.004 0.856 ± 0.007
-FR 0.853 ± 0.004 0.305 ± 0.017 0.824 ± 0.022