Fig. 4 | Scientific Reports

Fig. 4

From: Counterfactual explanations of tree based ensemble models for brain disease analysis with structure function coupling

Fig. 4

Left: The distribution of the distances (\(dist\)) between the counterfactual examples generated by FLE, TLE, and SZ patients and the original examples in the 9 models. The black cross in the middle of each box plot indicates the average value of the distance (\(dist_{\text {AVG}}\)). Right: Counterfactual examples generated for randomly selected FLE, TLE and SZ patients in the test set.

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