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. 2025 Aug 10;15:29241. doi: 10.1038/s41598-025-15005-9

Table 2.

Health monitoring recognition of EDLMOA-CHM model under distinct epochs.

Classes Inline graphic Inline graphic Inline graphic Inline graphic Inline graphic Inline graphic
Epoch − 500
 Unhealthy 96.46 96.46 96.46 95.40 96.46 91.86
 Healthy 95.40 95.40 95.40 96.46 95.40 91.86
 Average 95.93 95.93 95.93 95.93 95.93 91.86
Epoch − 1000
 Unhealthy 96.46 97.32 96.46 96.55 96.89 92.89
 Healthy 96.55 95.45 96.55 96.46 96.00 92.89
 Average 96.51 96.39 96.51 96.51 96.44 92.89
Epoch − 1500
 Unhealthy 96.46 99.09 96.46 98.85 97.76 94.98
 Healthy 98.85 95.56 98.85 96.46 97.18 94.98
 Average 97.66 97.32 97.66 97.66 97.47 94.98
Epoch − 2000
 Unhealthy 96.46 100.00 96.46 100.00 98.20 96.03
 Healthy 100.00 95.60 100.00 96.46 97.75 96.03
 Average 98.23 97.80 98.23 98.23 97.98 96.03
Epoch − 2500
 Unhealthy 97.35 100.00 97.35 100.00 98.65 97.01
 Healthy 100.00 96.67 100.00 97.35 98.31 97.01
 Average 98.67 98.33 98.67 98.67 98.48 97.01
Epoch − 3000
 Unhealthy 99.12 100.00 99.12 100.00 99.56 98.99
 Healthy 100.00 98.86 100.00 99.12 99.43 98.99
 Average 99.56 99.43 99.56 99.56 99.49 98.99