A package for the automated classification of periodic variable stars

Free Access

Table 11

Classification quality of the ASAS dataset.

Superclass	Subclass	Precision	Recall	F₁

DSCT		0.70	0.90	0.79
RRL
	ab	0.92	0.94	0.93
	c	0.50	0.80	0.61
CEPH
	F	0.94	0.54	0.69
	1O	0.78	0.53	0.63
EB
	EC	0.91	0.67	0.77
	ED	0.93	0.96	0.94
	ESD	0.57	0.72	0.64
LPV		0.96	0.96	0.96

Average		0.88	0.84	0.85

Superclass	Subclass	Precision	Recall	F₁

DSCT		0.04	0.02	0.02
RRL
	ab	0.11	0.13	0.12
	c	0.02	0.03	0.03
CEPH
	F	0.04	0.02	0.02
	1O	0.01	0.01	0.01
EB
	EC	0.26	0.01	0.02
	ED	0.21	0.14	0.17
	ESD	0.07	0.04	0.05
LPV		0.23	0.50	0.32

Average		0.18	0.17	0.13

Superclass	Subclass	Precision	Recall	F₁

DSCT		0.06	0.07	0.06
RRL
	ab	0.11	0.05	0.07
	c	0.04	0.07	0.05
CEPH
	F	0.06	0.06	0.06
	1O	0.01	0.04	0.02
EB
	EC	0.22	0.06	0.09
	ED	0.18	0.05	0.08
	ESD	0.09	0.05	0.07
LPV		0.23	0.32	0.26

Average		0.17	0.11	0.12

Notes. Left: the UPSILoN classifier. Center: random classifier with a training set prior. Right: random classifier with a uniform prior.

Current usage metrics show cumulative count of Article Views (full-text article views including HTML views, PDF and ePub downloads, according to the available data) and Abstracts Views on Vision4Press platform.

Data correspond to usage on the plateform after 2015. The current usage metrics is available 48-96 hours after online publication and is updated daily on week days.

Initial download of the metrics may take a while.