Table 2.
The effects of estimated precision level (α) on the method performance
F-score | Estimated precision (α) |
|||||
---|---|---|---|---|---|---|
0.1 | 0.3 | 0.5 | 0.6 | 0.9 | 1.0 | |
True precision | ||||||
0.1 | 0.30 (0.01) | 0.30 (0.01) | 0.30 (0.01) | 0.28 (0.02) | 0.26 (0.01) | 0.26 (0.01) |
0.3 | 0.36 (0.02) | 0.39 (0.01) | 0.39 (0.01) | 0.40 (0.01) | 0.38 (0.01) | 0.38 (0.01) |
0.6 | 0.52 (0.03) | 0.55 (0.03) | 0.56 (0.01) | 0.56 (0.01) | 0.56 (0.01) | 0.56 (0.01) |
0.9 | 0.73 (0.02) | 0.75 (0.02) | 0.76 (0.05) | 0.77 (0.01) | 0.78 (0.01) | 0.78 (0.01) |
Note: The entries in bold represent the F-scores based on the true precision value.