Open Access
Table 4.
Classification Report for the 7F model, as the result of applying Permutation importance and clustermap correlation to remove features.
| Class | Precision | Recall | F1-score | Support |
|---|---|---|---|---|
| GCs | 0.9332 | 0.9614 | 0.9471 | 363 |
| Stars | 0.9828 | 0.9721 | 0.9774 | 646 |
| Galaxies | 0.9703 | 0.9622 | 0.9662 | 476 |
| Accuracy | 0.9663 | |||
| Macro avg | 0.9621 | 0.9653 | 0.9636 | 1485 |
| Weighted avg | 0.9667 | 0.9663 | 0.9664 | 1485 |
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