Astronomical Applications of Oblique Decision Trees

Details Astronomical Applications of Oblique Decision Trees Astronomical Applications of Oblique Decision Trees

Dec 2008

adsabs.harvard.edu/cgi-bin/nph-data_query?bibcode=2008aipc.1082...37w&link_type=abstract

CLASSIFICATION AND DISCOVERY IN LARGE ASTRONOMICAL SURVEYS: Proceedings of the International Conference: ``Classification and Di

Computer Science

Databases

2

Astronomical Catalogs, Atlases, Sky Surveys, Databases, Retrieval Systems, Archives, Etc., Cosmic Rays, Quasars, X-Ray Binaries

Scientific paper

We have used the oblique decision tree classifier OC1 in a variety of astronomical applications, including cosmic ray identification [1], star-galaxy separation in images [2], quasar candidate selection in radio and optical catalogs [3], X-ray source classification [4], and sidelobe flagging in radio surveys [5, 6]. This paper reviews the algorithm and its advantages for typical astronomical problems.

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