From: Impact of class distribution on the detection of slow HTTP DoS attacks using Big Data
Distribution | AUC | AUC std | r | Min | Max | Group |
---|---|---|---|---|---|---|
50:50 | 0.99284 | 0.00736 | 40 | 0.96879 | 0.99921 | a |
65:35 | 0.99225 | 0.00777 | 40 | 0.96864 | 0.99925 | a |
75:25 | 0.99194 | 0.00825 | 40 | 0.96778 | 0.99917 | a |
90:10 | 0.98950 | 0.01018 | 40 | 0.95555 | 0.99904 | a |
99:1 | 0.95806 | 0.08238 | 40 | 0.64263 | 0.99910 | b |
None | 0.94206 | 0.08457 | 40 | 0.67230 | 0.99873 | b |