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. 2025 Aug 11;16:1596408. doi: 10.3389/fneur.2025.1596408

Table 6.

Parameter sensitivity analysis: model performance across different hyperparameter settings.

Parameter Setting Accuracy (%) Recall (%) F1 score (%)
GCN layer depth 2 89.34 88.12 88.72
3 92.56 91.78 92.17
4 91.01 89.95 90.47
Attention dimension 64 90.12 89.45 89.78
128 93.01 92.43 92.72
256 91.45 90.11 90.77
Domain regularization weight 0.1 90.45 89.67 90.05
0.5 93.12 92.56 92.83
1.0 91.23 90.34 90.78

The values in bold are the best values.