Automated supervised classification of variable stars - II. Application to the OGLE database

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Table 6:

Number of Cepheids according to the OGLE catalogues and correctly identified by the Gaussian Mixtures (GM) and multistage Bayesian networks (MSBN) classifiers presented here. The table lists the number of stars in the OGLE catalogues with a clear counterpart in the OGLE variability database and, subsequently, the fraction of these with available visible and visible+2MASS colours.
Catalogue	Source	Potential detections			GM		MSBN
		NC	+(B)VI	+JHK	NC	+(B)VI	NC	+(B)VI	+JHK
OGLE Cepheids	LMC	1443	1313	1022	1065	891	1363	1298	1001
OGLE Cepheids	SMC	1914	1838	598	1034	829	1617	1559	567
OGLE Cepheids	bulge	54	49	49	44	36	50	44	48

Source LaTeX | All tables | In the text

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