HIGHLIGHTS
- who: SUPA and collaborators from the Institute for Astronomy, University of Edinburgh, Royal, Blackford Hill, Edinburgh, HJ, UK have published the research work: ORIGINAL UNEDITED MANUSCRIPT, in the Journal: (JOURNAL)
- what: The authors propose a Gradient Boosting Classifier (GBC) to identify which radio sources can be reliably cross-matched using the LR technique, or instead require visual inspection. The work has immediate practical benefit for deciding which sources require visual analysis in LoTSS DR2 (Hardcastle et_al in prep). For that reason, the authors explore different ways of creating a balanced dataset by under- and over . . .
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