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Connectogram showing SDIs requiring the same depth i.e., number of fully connected layers, in the TPE-optimized architectures for both COBRE and fBIRN datasets. The depth required by SDIs was the same for 19 out of 28 SDIs, indicating a common pattern across datasets in terms of certain SDIs requiring deeper models while others requiring shallower ones for a better prediction.
