Automatic Catalog of RRLyrae from $\sim$ 14 million VVV Light Curves: How far can we go with traditional machine-learning?

3 code implementations • 1 May 2020 • Juan B. Cabral, Felipe Ramos, Sebastián Gurovich, Pablo Granitto

Finally, we show that the use of ensemble classifiers helps resolve the crucial model selection step, and that most errors in the identification of RRLs are related to low quality observations of some sources or to the difficulty to resolve the RRL-C type given the date.

Model Selection