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Table 3.
Evaluation metrics for KiDS DR3 calculated from the SDSS-based test set separate from the training and validation data.
Classification type | Metric | Score |
---|---|---|
Three-class | Accuracy | 96.6% |
QSO vs. rest | Accuracy | 97.0% |
ROC AUC | 98.5% | |
Purity | 90.8% | |
Completeness | 86.6% | |
F1 | 88.7% |
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