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Table 5
Recall and precision of the random forest model considering subclasses.
| Class | Subclass | Recall | Precision |
| (%) | (%) | ||
|
|
|||
| DSCT | 97.6 | 98.0 | |
| CEPH | |||
| F | 97.3 | 97.7 | |
| 1O | 91.1 | 91.6 | |
| Other | 71.3 | 73.1 | |
| RRL | |||
| ab | 99.6 | 99.0 | |
| c | 95.9 | 87.4 | |
| d | 65.1 | 93.3 | |
| e | 83.1 | 85.5 | |
| EB | |||
| EC | 52.6 | 70.1 | |
| ED | 88.9 | 79.9 | |
| ESD | 73.0 | 65.0 | |
| ED+ESD | 5.6 | 50.0 | |
| Other | 11.0 | 44.4 | |
| LPV | |||
| Mira AGB C | 88.3 | 86.5 | |
| Mira AGB O | 82.1 | 86.9 | |
| OSARG AGB C | 57.0 | 71.9 | |
| OSARG AGB O | 80.8 | 76.1 | |
| OSARG RGB C | 13.0 | 30.0 | |
| OSARG RGB O | 84.4 | 83.4 | |
| SRV AGB C | 88.2 | 85.3 | |
| SRV AGB O | 84.4 | 84.9 | |
| T2CEPH | 71.4 | 88.9 | |
| BV | 96.1 | 97.2 | |
| QSO | 92.5 | 91.4 | |
| NonVar | 98.2 | 97.6 | |
|
|
|||
| Average recall and precisiona | 86.7 | 86.3 | |
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