Fig. 6: SHAP values for Aim 2: main outcome. | npj Digital Medicine

Fig. 6: SHAP values for Aim 2: main outcome.

From: Machine learning meta-analysis identifies individual characteristics moderating cognitive intervention efficacy for anxiety and depression symptoms

Fig. 6

SHAP values for each moderator and the corresponding binary value key table. Features with positive SHAP values contribute positively to the outcome, while those with negative values have a negative effect. Blue indicates lower values for each moderator, whereas red indicates higher values. When the values are binary, the original coding determines classification to “lower” and “higher”. See Fig. 1 for the abbreviations of all moderators.

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