Table 12.
Evaluation of the different methods.
| Approaches | ||||
|---|---|---|---|---|
| Characteristics | Using DNP3 | Using IEC61850 | Using IEC 104 | Using DC-IEC 104 |
| Number of data released | 245 | 244 | 243 | 245 |
| Number of false positive | 2 | 0 | 1 | 0 |
| Number of unreleased data | 5 | 6 | 7 | 5 |
| False data release rate | 0.47 | 0.045 | 0.045 | 0.037 |
| Average precision | 0.879 | 0.898 | 0.883 | 0.902 |
| Average recall | 0.888 | 0.909 | 0.913 | 0.987 |
| Average F-score | 0.923 | 0.941 | 0.921 | 0.951 |
| Average processing time | 1.398 s | 1.124 s | 1.090 s | 1.083 s |