Table 7 Baseline and our model experimental comparison
From: Data and knowledge-driven named entity recognition for cyber security
Class (Baseline / Ours) | P | R | F1 |
|---|---|---|---|
Application | 72.79 / 84.91 | 71.86 / 83.20 | 72.32 / 84.04 |
OS | 86.71 / 92.73 | 76.03 / 73.64 | 81.02 / 82.09 |
Hardware | 52.56 / 65.08 | 37.21 / 37.27 | 43.62 / 47.40 |
Version | 95.47 / 96.58 | 93.77 / 94.50 | 94.61 / 95.53 |
Vender | 80.61 / 87.78 | 81.17 / 87.45 | 80.89 / 87.47 |
File | 54.06 / 71.76 | 79.18 / 63.94 | 64.25 / 67.58 |
Edition | 79.07 / 78.00 | 33.33 / 38.24 | 46.90 / 51.32 |