Table 4.
Precision (P), recall (R), and F1 score (F) for four noisy, contiguous channels. “–” indicate cases in which the precision and F1score are not a number.
| SNR (db) |
Interpolation | RMS | NMI | ||||||
|---|---|---|---|---|---|---|---|---|---|
| P | R | F | P | R | F | P | R | F | |
| −20 | 100 | 100 | 100 | 100 | 99.8 | 99.9 | 93.0 | 90.9 | 92.0 |
| −15 | 100 | 100 | 100 | 100 | 99.8 | 99.9 | 95.7 | 100 | 97.8 |
| −10 | 100 | 100 | 100 | 100 | 96.2 | 98.1 | 95.7 | 100 | 97.8 |
| −5 | 100 | 100 | 100 | 100 | 67.6 | 80.6 | 95.7 | 100 | 97.8 |
| 0 | 100 | 99.0 | 99.5 | 100 | 15.6 | 27.0 | 95.3 | 93.2 | 94.3 |
| 5 | 100 | 13.5 | 24.0 | 100 | 0.30 | 0.59 | 88.0 | 50.0 | 63.8 |
| 10 | 100 | 0.52 | 1.0 | – | 0 | – | 75.0 | 27.3 | 40.0 |
| 15 | – | 0 | – | – | 0 | – | 41.7 | 11.4 | 17.9 |