Novelty Detection on Gutenberg 9k+9k pos+neg samples original (test)
4,158True Positives (TP)VSDB + Field
Evaluation Results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| VSDB + Fieldlo=1.2, hi=3.72026.05 | 4,158 | 2,366 | 332 | 401 | 92.6 | 91.2 | 91.9 | 0.785 | 95.8 | 8 | |
| VSDB + top1(cos)lo=0.01, hi=0.212026.05 | 2,880 | 4,505 | 3 | 0 | 99.9 | 100 | 99.9 | 0.999 | 99.9 | 0.1 | |
| VSDB + top1(L2)lo=0.08, hi=0.282026.05 | 2,449 | 5,464 | 2 | 0 | 99.9 | 100 | 99.9 | 0.999 | 99.9 | 0.1 | |
| VDB + top1(cos)lo=0.02, hi=0.192026.05 | 1,068 | 6,662 | 0 | 1 | 99.9 | 100 | 99.9 | 0.999 | 99.9 | 0.1 |