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The SHAP value shows the important frequency features in the input scalogram of seizure EEG. The seizure EEG is shown on the left, followed by the corresponding CWT scalogram. The SHAP value plotted (red) in the corresponding grayscale image of the CWT scalogram show the important frequency features of the scalogram that increased the classifier’s prediction for each case.
