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. 2026 Sep 9;16(43):53776–53805. doi: 10.1039/d6ra05786a

Table 11. Accuracy statistics on the test set for the three modelling approaches and the consensus model.

Guided-kNN GCNN XGBoost Consensus
MCC 0.599 0.610 0.607 0.648
Accuracy 0.802 0.807 0.805 0.826
Sensitivity/recall 0.845 0.824 0.817 0.855
Specificity 0.749 0.786 0.791 0.791
Precision 0.806 0.826 0.828 0.834