Figure 12.
The image depicts a horizontal bar chart titled Local explanation for class D D o S. The X-axis is labelled Model output value and shows values ranging from negative 0.15 to positive 0.05. The Y-axis lists feature conditions including 44.00 less than Max I P P K T Len less than or equal to 140.00, L 7 P r o t o less than or equal to 7.00, 40.00 less than Shortest Flow P K T less than or equal to 140.00, 44.00 less than Longest Flow P K T less than or equal to 140.00, Min T T L less than or equal to 64.00, Protocol less than or equal to 6.00, L 4 D s t Port less than or equal to 80.00, Out P K T S less than or equal to 0.00, Retransmitted Out Bytes less than or equal to 0.00, and D N S Query Type less than or equal to 0.00. Bars extending to the left indicate negative contributions to the model output, while bars extending to the right indicate positive contributions, showing how each feature condition influences the D D o S classification.Explanation graph: LIME-based operation