Binary Classification on CICIDS 2017 (test)
96.09F1-ScoreTriplet
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| TripletSamples=802026.05 | 96.09 | 93.43 | 99.2 | 0.02 | |
| TripletSamples=1602026.05 | 96.05 | 93.98 | 98.41 | 0.19 | |
| TripletSamples=202026.05 | 95.62 | 92.76 | 99.02 | 0.04 | |
| TripletSamples=102026.05 | 95.08 | 91.8 | 99.1 | 0.01 | |
| DAE-LRSamples=1602026.05 | 89.59 | 88.06 | 91.31 | 1.4502 | |
| DAE-LRSamples=802026.05 | 87.85 | 84.6 | 92.43 | 1.0217 | |
| DAE-LRSamples=402026.05 | 86.96 | 81.78 | 95.42 | 0.4178 | |
| RENOIRSamples=802026.05 | 86.32 | 93.81 | 83.22 | 6.4756 | |
| RENOIRSamples=102026.05 | 86.2 | 87.82 | 85.47 | 3.1708 | |
| TripletSamples=402026.05 | 86.13 | 84.33 | 88.41 | 0.01 | |
| RENOIRSamples=202026.05 | 85.12 | 86.43 | 86.15 | 2.6064 | |
| DAE-LRSamples=202026.05 | 85.04 | 78.91 | 96 | 0.2455 | |
| AESamples=1602026.05 | 84.89 | 87 | 83.16 | 3.7868 | |
| AESamples=402026.05 | 84.6 | 79.93 | 92.46 | 0.8601 | |
| AESamples=102026.05 | 83.51 | 78.86 | 93.26 | 0.7858 | |
| DAE-LRSamples=102026.05 | 82.8 | 76.62 | 95.4 | 0.2579 | |
| RENOIRSamples=1602026.05 | 82.75 | 94.16 | 77.89 | 8.9986 | |
| AESamples=802026.05 | 81.8 | 78.17 | 87.97 | 1.5057 | |
| RENOIRSamples=402026.05 | 79.5 | 91.41 | 76.47 | 11.9111 | |
| AESamples=202026.05 | 79.26 | 74.57 | 92.01 | 0.6597 | |
| SVMSamples=802026.05 | 31.85 | 27.04 | 42.05 | 50.3456 | |
| SVMSamples=1602026.05 | 31.84 | 27 | 42.03 | 50.3287 | |
| SVMSamples=102026.05 | 31.79 | 26.98 | 42.03 | 50.489 | |
| SVMSamples=402026.05 | 31.79 | 26.98 | 42.03 | 50.4874 | |
| SVMSamples=202026.05 | 31.77 | 26.95 | 42.02 | 50.543 |