Table 5.
Precision (P), recall (R), and F1 score (F) for eight noisy, contiguous channels. “–” indicates cases in which the precision and F1 score are not a number.
| SNR (db) |
Interpolation | RMS | NMI | ||||||
|---|---|---|---|---|---|---|---|---|---|
| P | R | F | P | R | F | P | R | F | |
| −20 | 100 | 100 | 100 | 100 | 96.9 | 98.4 | 97.0 | 73.9 | 83.9 |
| −15 | 100 | 100 | 100 | 100 | 95.1 | 97.5 | 98.8 | 93.2 | 95.9 |
| −10 | 100 | 100 | 100 | 100 | 87.1 | 93.1 | 98.9 | 100 | 99.4 |
| −5 | 100 | 100 | 100 | 100 | 55.7 | 71.6 | 98.9 | 100 | 99.4 |
| 0 | 100 | 99.9 | 99.9 | 100 | 6.8 | 12.7 | 98.7 | 88.6 | 93.4 |
| 5 | 100 | 19.8 | 33.1 | 100 | 0.22 | 0.44 | 96.1 | 55.7 | 70.5 |
| 10 | 100 | 0.33 | 0.66 | – | 0 | – | 93.8 | 34.1 | 50.0 |
| 15 | – | 0 | – | – | 0 | – | 70.0 | 15.9 | 24.9 |