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On the Bounding Boxes Obtained by Principal Component Analysis Abstract (2008)

Abstract
Principle component analysis (PCA) is a commonly used to compute a bounding box of a point set in R d. In this paper we give bounds on the approximation factor of PCA bounding boxes of convex polygons in R 2 (lower and upper bounds) and convex polyhedra in R 3 (lower bound). 1

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Download http://citeseerx.ist.psu.edu/viewdoc/summary?doi=?doi=10.1.1.127.5985
Source http://www.inf.fu-berlin.de/~rote/Papers/pdf/On+the+bounding+boxes+obtained+by+principal+component+analysis.pdf
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Type text
Language English
Relation 10.1.1.129.3731, 10.1.1.52.2552, 10.1.1.104.4340, 10.1.1.83.8486, 10.1.1.40.2140, 10.1.1.35.9610