Table 2 Complexity of the synthetic data
From: The role of classifiers and data complexity in learned Bloom filters: insights and recommendations
a | r | Balanced | Unbalanced | ||
|---|---|---|---|---|---|
F1v | C2 | F1v | C2 | ||
0.01 | 0 | 0.127 | 0.0 | 0.129 | 0.615 |
0.1 | 0 | 0.181 | 0.0 | 0.202 | 0.615 |
1 | 0 | 0.306 | 0.0 | 0.360 | 0.615 |
0.01 | 0.1 | 0.268 | 0.0 | 0.187 | 0.615 |
0.1 | 0.1 | 0.327 | 0.0 | 0.269 | 0.615 |
1 | 0.1 | 0.459 | 0.0 | 0.433 | 0.615 |
0.01 | 0.25 | 0.571 | 0.0 | 0.308 | 0.615 |
0.1 | 0.25 | 0.619 | 0.0 | 0.399 | 0.615 |
1 | 0.25 | 0.718 | 0.0 | 0.563 | 0.615 |