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. 2024 Nov 22;14:28938. doi: 10.1038/s41598-024-80186-8

Table 2.

The judgment basis for InteractionDetector (F1 and F2 represent two different influencing factors).

Judgment Interaction
Q(F1∩F2) > Q(F1) or Q(F2) Enhance
Q(F1∩F2) > Q(F1) and Q(F2) Enhance; bivariate
Q(F1∩F2) > Q(F1) + Q(F2) Enhance; nonlinear
Q(F1∩F2) < Q(F1) + Q(F2) Weaken
Q(F1∩F2) < Q(F1) or Q(F2) Weaken; univariate
Q(F1∩F2) < Q(F1) and Q(F2) Weaken; nonlinear
Q(F1∩F2) = Q(F1) + Q(F2) Independent