Table E.1
Features and average-precision score for the best-performing RF classifiers used for extragalactic and giant contamination evaluation.
| Model | Classifier | # features | features | sources |
|---|---|---|---|---|
| GaiaPS1WISE_pure_colour | Extragalactic | 40 | colours(W1c, W2c, G, GBP, GRP, ɡPS1, rPS1, iPS1, zPS1, yPS1)a | 6520467 |
| Gaia | Giant | 5 | G − GBP, GBP − GRP, G − GRP, parallax, parallax_error | 8 385 766 |
Notes. Model: Internal name used to label the classifier; Classifier: Aim of the classifier; # features: number of features used; Features: set of features used; sources: number of sources labelled by this classifier.(a)colours() refer to every valid photometric colour combination for the set within ().
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