Table 2 The resolution-specific parameter sets used by our compression pipeline: Window Size, Threshold, Distance Table Precision, Domain Values Precision, and Balancing Weights Precision. The parameter values are optimized using the Tree-structured Parzen Estimator (TPE) algorithm
Resolution | 5 kb | 10 kb | 25 kb | 50 kb | 100 kb | 250 kb |
|---|---|---|---|---|---|---|
Window Size | 32 | 16 | 8 | 4 | 4 | 4 |
Threshold | 5.0 | 7.5 | 13.5 | 15.0 | 45.0 | 45.0 |
Distance Table Precision | 10 | 10 | 10 | 10 | 10 | 10 |
Domain Values Precision | 10 | 10 | 10 | 11 | 11 | 18 |
Balancing Weights Precision | 12 | 10 | 10 | 12 | 12 | 12 |