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A novel method to derive personalized minimum viable recommendations for type 2 diabetes prevention based on counterfactual explanations

Fig 3

Classification regions obtained with Canonical TC-SVDD and TC-SVDD with FNR reduction.

Visualization of classification regions obtained with Canonical TC-SVDD and TC-SVDD with FNR reduction (TCSVDDred) in the plane FBS-sBP with two examples of factuals (black circle markers) and related counterfactuals (black cross markers).

Fig 3

doi: https://doi.org/10.1371/journal.pone.0272825.g003