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. 2026 Mar 2;16:8147. doi: 10.1038/s41598-025-34505-2

Table 5.

Classification report per model (Class-wise).

Model Class Precision Recall F1-Score Support
Naive Bayes BENIGN 1.00 0.09 0.17 9,294
DoS slowloris 0.06 0.99 0.11 507
SVM BENIGN 1.00 0.65 0.79 9,294
DoS slowloris 0.13 0.96 0.23 507
LSTM BENIGN 1.00 0.90 0.94 9,294
DoS slowloris 0.34 0.98 0.50 507
BERT BENIGN 1.00 0.95 0.97 9,294
DoS slowloris 0.51 0.94 0.66 507