Fig. 4: SHAP graph of global feature importance. | npj Parkinson's Disease

Fig. 4: SHAP graph of global feature importance.

From: Multimodal neuroimaging-based prediction of Parkinson’s disease with mild cognitive impairment using machine learning technique

Fig. 4

The ordinate of the graph is determined by arranging features in descending order of importance, while the horizontal coordinate represents the average absolute SHAP value of the feature. Cth cortical thickness, FOGQ Freezing of Gait questionnaire, GFAP glial fibrillary acidic protein, lh left hemisphere, NfL plasma neurofilament light chain, PDNC Parkinson’s disease with normal cognition, PDMCI Parkinson’s disease with mild cognitive impairment, rh right hemisphere.

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