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Classification of intermediate redshift emission line galaxies

Kai Zhang, David J. Schlegel, Johan Comparat, Christoph Schäfer, Brett H. Andrews, Jose Antonio Vazquez Mata , Jean-Paul Kneib , Renbin Yan

This value added catalog contains the outcomes of a Random Forest Classifier for classifying z<0.8 emission line galaxies into subtypes of star-forming galaxies, composites, AGNs and LINERs with accuracies of 93.7%, 68.3%, 70.5% and 64.4%, respectively. The classification code is available here, and more details of this catalog are described in Zhang et al. (2019).