Extended Data Fig. 4: SHAP (SHapley Additive exPlanations) value plot.
From: A multimodal vision foundation model for clinical dermatology
It shows the impact of various measurement variables captured by the 3D TBP machine on the model output. The plot displays the relative importance and directional influence of each feature, with colors indicating high (red) to low (blue) feature values, and the x-axis representing the SHAP value or impact on the model’s prediction. Features are ordered by their overall importance, with ‘nevi confidence’ having the highest impact and ‘stdLExt’ the lowest.
