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

Table 8.

Parameter sensitivity analysis: model performance across different hyperparameter settings.

Parameter setting Accuracy (%) Recall (%) F1 score (%)
GCN layer depth
2 Layers 89.34 88.12 88.72
3 Layers 92.56 91.78 92.17
4 Layers 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.