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. Author manuscript; available in PMC: 2023 Jun 3.
Published in final edited form as: IEEE/ACM Trans Comput Biol Bioinform. 2022 Jun 3;19(3):1344–1353. doi: 10.1109/TCBB.2021.3120673

TABLE 4:

Classifiers are retrained on filtered instances of ACES dataset and tested on NKI. The AUC gain of the classifiers on NKI dataset after filtering ACES instances for PCI, LIME and SHAP.

AUC for all ACES instances AUC for filtered instances
Method PCI LIME SHAP
RF 0.732 0.738 0.721 0.734
LR 0.730 0.731 0.731 0.735
lSVM 0.732 0.736 0.735 0.736
rSVM 0.715 0.716 0.714 0.720