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Brain Informatics
Fig. 3 | Brain Informatics

Fig. 3

From: Explainability of random survival forests in predicting conversion risk from mild cognitive impairment to Alzheimer’s disease

Fig. 3

Results of variables correlation analysis. A Pearson’s correlation matrix of training set (on the left) and dendrogram (on the right) of hierarchical clustering on absolute value of correlation coefficients. B Comparison of mean |SHAP| values on test set, i.e., local explanations, of models with (on the left) and without (on the right) correlated features (clustering cutoff 0.6)

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