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Statistical properties of kernel principal component analysis

✍ Scribed by Gilles Blanchard; Olivier Bousquet; Laurent Zwald

Publisher
Springer
Year
2006
Tongue
English
Weight
769 KB
Volume
66
Category
Article
ISSN
0885-6125

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## Abstract In this article, the statistical **__principal components analysis__** (PCA) is proposed as a method for performance comparisons of different retrieval strategies. It is shown that the PCA method can reveal implicit performance relations among retrieval systems across information needs