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. 2025 Mar 12;16:1512835. doi: 10.3389/fphys.2025.1512835

TABLE 1.

Hyperparameter sensitivity analysis results.

Experiment number Learing rate Weight decay Batch size Validation loss Acc(%) Recall (%) F1 (%)
Experiment 1 1e-2 1e-3 16 0.3735 82.96 82.74 83.03
Experiment 2 1e-3 1e-3 16 0.0362 98.54 98.41 98.66
Experiment 3 1e-2 1e-3 32 0.2003 91.78 91.82 91.72
Experiment 4 1e-3 1e-3 32 0.0415 98.42 98.35 98.40
Experiment 5 1e-2 1e-4 16 0.3628 83.24 83.19 82.98
Experiment 6 1e-3 1e-4 16 0.0344 98.76 98.77 98.54
Experiment 7 1e-2 1e-4 32 0.0491 98.27 97.83 98.14
Experiment 8 1e-3 1e-4 32 0.0293 98.94 99.01 98.71