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Table 2
Median of the normalised residuals and the running times for each realisation, compared to HPN reference.
| Angle | Photon number | LPN input median (%) | Input sample | pure INLA | PCA+INLA | NMF+INLA | |||
|---|---|---|---|---|---|---|---|---|---|
| Median (%) | Time (%) | Median (%) | Time (%) | Median (%) | Time (%) | ||||
| face-on | 3 × 109 | 17.68 | 25% | 9.97 | 110 | 10.68 | 32 | 11.35 | 40 |
| 10% | 11.61 | 89 | 12.21 | 26 | 12.79 | 35 | |||
| 3 × 108 | 60.97 | 25% | 15.57 | 103 | 15.46 | 27 | 17.65 | 24 | |
| 10% | 19.22 | 74 | 18.20 | 15 | 20.00 | 19 | |||
| edge-on | 3 × 109 | 30.23 | 25% | 13.36 | 58 | 20.62 | 18 | 15.85 | 24 |
| 10% | 15.67 | 43 | 22.54 | 15 | 17.5 | 20 | |||
| 3 × 108 | 96.88 | 25% | 23.42 | 47 | 31.18 | 10 | 24.92 | 12 | |
| 10% | 29.38 | 28 | 35.28 | 7 | 27.47 | 8 | |||
| intermediate | 3 × 109 | 24.91 | 25% | 12.10 | 97 | 12.63 | 24 | 12.73 | 33 |
| 10% | 14.57 | 76 | 14.41 | 21 | 14.51 | 26 | |||
| 3 × 108 | 86.13 | 25% | 20.03 | 89 | 19.27 | 22 | 23.00 | 22 | |
| 10% | 25.10 | 66 | 22.63 | 13 | 25.89 | 16 | |||
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