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. 2024 Dec 12;24(24):7949. doi: 10.3390/s24247949

Table 10.

Model Performance Under Different Loss Weight Configurations. The bold font indicates best performance under each metric.

λ1 λ2 F1-Score False Alarm Rate Detection Latency (s)
0.01 0.001 0.878 0.075 1.82
0.1 0.01 0.903 0.062 1.63
0.5 0.05 0.891 0.068 1.70
1.0 0.1 0.865 0.081 1.88