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. 2025 Jan 6;15:881. doi: 10.1038/s41598-024-84775-5

Table 10.

Analysis of comparison metrics for Dataset 2: ISCX-ToR.

Metrics CNN RNN LSTM SVM NB Proposed
Accuracy 0.925 0.920 0.947 0.837 0.842 0.998
Precision 0.969 0.969 0.959 0.882 0.882 0.992
Sensitivity 0.892 0.882 0.940 0.803 0.811 0.986
F-Measure 0.901 0.896 0.921 0.816 0.820 0.985
FPR 0.025 0.020 0.023 0.019 0.022 0.008
FNR 0.087 0.098 0.032 0.089 0.079 0.005