Table 2:
Dataset dependent parameter values used for the HNCcorr implementation. Parameters were selected to maximize the F1-score on the corresponding neurofinder training datasets
| Dataset | Patch size | Radius circle | Size | Postprocessor | ||
|---|---|---|---|---|---|---|
| Negative seeds | Superpixel | Lower bound | Upper bound | Expected size | ||
| (m) | 
| (k) | (nmin) | (nmax) | (navg) | |
| 00.00 | 31 × 31 | 10 pixels | 5 × 5 | 40 pixels | 150 pixels | 60 pixels |
| 00.01 | 31 × 31 | 10 pixels | 5 × 5 | 40 pixels | 150 pixels | 65 pixels |
| 01.00 | 41 × 41 | 14 pixels | 5 × 5 | 40 pixels | 380 pixels | 170 pixels |
| 01.01 | 41 × 41 | 14 pixels | 5 × 5 | 40 pixels | 380 pixels | 170 pixels |
| 02.00 | 31 × 31 | 10 pixels | 1 × 1 | 40 pixels | 200 pixels | 80 pixels |
| 02.01 | 31 × 31 | 10 pixels | 1 × 1 | 40 pixels | 200 pixels | 80 pixels |
| 03.00 | 41 × 41 | 14 pixels | 5 × 5 | 40 pixels | 300 pixels | 120 pixels |
| 04.00 | 31 × 31 | 10 pixels | 3 × 3 | 50 pixels | 190 pixels | 90 pixels |
| 04.01 | 41 × 41 | 14 pixels | 3 × 3 | 50 pixels | 370 pixels | 140 pixels |