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Table 5
Relative residual error of the RVs in % after 50 training runs for the NNs using 900 000 starsim models for different time samplings and for different kinds and numbers of activity indices as input for AU Mic.
| uniform | random1 | gap1 | random2 | gap2 | average | with error | |
|---|---|---|---|---|---|---|---|
| V | 55.8 | 53.5 | 52.2 | 54.1 | 51.9 | 53.5±0.6 | 57.4 |
| R | 56.2 | 54.4 | 53.0 | 54.9 | 52.7 | 54.2±0.6 | 57.8 |
| I | 57.7 | 57.2 | 55.9 | 57.5 | 55.6 | 56.8±0.4 | 59.0 |
| V-I | 48.9 | 47.7 | 46.6 | 48.1 | 46.6 | 47.6±0.4 | 55.0 |
| V-R-I | 48.9 | 47.5 | 46.3 | 48.1 | 46.5 | 47.4±0.4 | 54.6 |
| BIS | 48.2 | 47.9 | 47.8 | 48.0 | 47.6 | 47.9±0.1 | 51.7 |
| FWHM | 19.2 | 16.0 | 14.9 | 16.6 | 15.0 | 16.3±0.7 | 44.0 |
| CON | 21.7 | 14.3 | 11.8 | 16.4 | 14.0 | 15.6±1.5 | 44.7 |
| BIS-FWHM | 4.7 | 4.6 | 4.4 | 4.7 | 4.2 | 4.5±0.1 | 10.4 |
| BIS-CON | 7.4 | 7.3 | 6.2 | 7.6 | 6.3 | 7.0±0.3 | 17.8 |
| FWHM-CON | 7.9 | 6.5 | 5.6 | 7.1 | 5.7 | 6.6±0.4 | 26.8 |
| BIS-FWHM-CON | 2.4 | s 2.5 | 2.3 | 2.5 | 2.1 | 2.4±0.1 | 8.0 |
| all 6 | 2.0 | 2.0 | 1.9 | 2.1 | 1.7 | 1.9±0.1 | 5.1 |
Notes. See notes on Table 4 for further details.
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