Open Access
Table 3
Classification results of the RF model with the Galactic field stars.
| SFE (%) | Time (Myr) | F1 (%) | TP # | TN # | FP # | FN # |
|---|---|---|---|---|---|---|
| 17 | 100 | 96.3 | 2046 | 11 114 147 | 87 | 74 |
| 17 | 1000 | 76.4 | 99 | 11 419 272 | 63 | 1 |
| 20 | 100 | 96.6 | 3311 | 11 024 986 | 23 | 214 |
| 20 | 1000 | 93.8 | 650 | 10 976 115 | 89 | 0 |
| 25 | 100 | 92.5 | 5691 | 10 660 405 | 4 | 920 |
| 25 | 1000 | 98.4 | 3321 | 10 822 245 | 13 | 98 |
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