Fig. 6 | Scientific Reports

Fig. 6

From: Development and validation of a machine learning-based risk prediction model for post-stroke cognitive impairment

Fig. 6

SHAP force plot of XGBoost model for PSCI. (A) Mispredicted Non-PSD. (B) Mispredicted PSD. (C) Correctly predict Non-PSD. (D) Correctly predict PSD. Red represents the predictive predictors of PSCI and blue represents the predictive predictors of Non-PSCI. Abbreviations: HAMD-24: Hamilton depression Scale-24; FBG: Fasting blood glucose; PSQI: Pittsburgh sleep quality index.

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