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. 2025 Nov 22;26(11):3959–3966. doi: 10.31557/APJCP.2025.26.11.3959

Table 3.

Study of Individual Components

Model Architecture Accuracy Precision Recall F1-Score MCC
CNN only 92.34 90.15 91.87 91 82.76
BiGRU only 95.21 93.45 94.76 94.1 88.5
ACNN (CNN + Attention) 96.85 95.06 96.38 95.72 91.34
ABiGRU (Full model) 97.53 96.54 97.9 97.32 93.57