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Table 4.
Pre-consolidation colour-only classification setup and performance.
| Model | Attributes | PCA | min_cluster_size | F1 | ACC | P | R | F | |
|---|---|---|---|---|---|---|---|---|---|
| STAR | best_star_colours | 3 | 33 | 98.64 | 99.57 | 99.51 | 97.79 | 0.09 | |
| HDBSCAN | GAL | best_gal_colours | 3 | 59 | 98.65 | 97.96 | 98.25 | 99.06 | 5.43 |
| 48 686 data points | QSO | best_qso_colours | 3 | 49 | 91.07 | 98.51 | 94.44 | 87.93 | 0.49 |
Notes. The full list of colours from the Attributes column are shown in Table 3.
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