Normalised distributions of r magnitude and g−r, J−H and W1−W2 colours for our training samples and the corresponding application samples. SDSS training sample: green, open histogram; Pan-STARRS training sample: yellow, dashed, open histogram; ARCHES sample: green, solid histogram; XPS sample: yellow, hatched histogram.
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