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ASCL Code Record

[ascl:1807.033] LSC: Supervised classification of time-series variable stars

LSC (LINEAR Supervised Classification) trains a number of classifiers, including random forest and K-nearest neighbor, to classify variable stars and compares the results to determine which classifier is most successful. Written in R, the package includes anomaly detection code for testing the application of the selected classifier to new data, thus enabling the creation of highly reliable data sets of classified variable stars.

Code site:
https://github.com/kjohnston82/LINEARSupervisedClassification
Appears in:
https://ui.adsabs.harvard.edu/#abs/2017NewA...52...35J
Bibcode:
2018ascl.soft07033J

ascl:1807.033
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