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. 2025 Dec 5;12:1681083. doi: 10.3389/fvets.2025.1681083

Table 3.

Training, validation accuracy, and precision of RF, SVM, and GNN models.

Model Accuracy Precision Recall F1
Train Valid Train Valid Train Valid Train Valid
RF 0.955 0.877 0.993 0.928 0.914 0.810 0.952 0.865
SVM 0.925 0.866 0.956 0.890 0.887 0.829 0.920 0.857
GNN 0.962 0.870 0.969 0.871 0.956 0.872 0.962 0.870