Open Access
Table A.2
Supervised classification performance metrics per class using all latent variables as input.
| Class | Precision [%] | Recall [%] | F1−score [%] |
|---|---|---|---|
| δ Cep | 77.1(0.9) | 70.8(0.5) | 73.8(0.5) |
| t2 Cep | 54.7(1.7) | 78.1(2.0) | 64.3(1.7) |
| RR Lyr ab | 87.4(0.4) | 84.5(0.8) | 85.9(0.4) |
| RR Lyr c | 78.0(1.3) | 83.1(0.4) | 80.4(0.6) |
| RR Lyr d | 48.7(1.7) | 54.6(1.3) | 51.4(0.9) |
| ECLa | 70.5(0.3) | 79.2(0.6) | 74.6(0.4) |
| ECLb | 71.3(1.1) | 51.4(0.6) | 59.7(0.7) |
| ECLw | 67.4(0.3) | 70.6(1.4) | 69.0(0.8) |
| LPV | 98.5(0.0) | 93.1(0.7) | 95.7(0.4) |
| β Cep | 56.4(2.6) | 70.6(0.0) | 62.6(1.6) |
| δ Sct | 96.9(0.4) | 83.7(0.6) | 89.8(0.2) |
| γ Dor | 41.6(1.4) | 94.4(0.7) | 57.8(1.5) |
| SPB | 19.7(1.6) | 81.0(3.3) | 31.6(2.0) |
| WD | 90.4(4.5) | 97.0(4.2) | 93.5(3.1) |
| RS | 28.8(0.7) | 46.5(1.5) | 35.5(0.8) |
| ELL | 14.6(0.5) | 60.4(1.2) | 23.6(0.6) |
| SOLAR | 88.6(0.3) | 72.1(0.7) | 79.5(0.3) |
| ACV|CP | 75.6(1.8) | 67.1(3.6) | 71.1(2.9) |
| YSO | 59.9(2.3) | 64.1(0.6) | 61.9(1.4) |
| BE|GCAS | 72.3(1.8) | 74.0(0.8) | 73.1(1.0) |
| CV | 64.7(4.9) | 93.0(1.2) | 76.2(3.1) |
| AGN | 90.9(2.8) | 86.3(3.1) | 88.5(1.9) |
| macro | 66.1(0.5) | 75.2(0.3) | 68.2(0.4) |
| weighted | 82.6(0.2) | 78.6(0.4) | 79.9(0.4) |
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