Astronomical Applications of Oblique Decision Trees

被引：0
|
作者：
White, Richard L. [1 ]
机构：
[1] Space Telescope Sci Inst, Baltimore, MD 21218 USA
来源：
CLASSIFICATION AND DISCOVERY IN LARGE ASTRONOMICAL SURVEYS | 2008年 / 1082卷
关键词：
Classification; Decision trees; Surveys; Quasars; Radio sources; X-ray sources;
D O I：
暂无
中图分类号：
P1 [天文学];
学科分类号：
0704 ;
摘要：
We have used the oblique decision tree classifier OCl 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.
引用
收藏
页码：37 / 43
页数：7
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