Distance-based classifier by data transformation for high-dimension,strongly spiked eigenvalue models |
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Authors: | Aoshima Makoto Yata Kazuyoshi |
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Affiliation: | 1.Institute of Mathematics, University of Tsukuba, 1-1-1 Tennodai, Tsukuba, Ibaraki, 305-8571, Japan ; |
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Abstract: | Annals of the Institute of Statistical Mathematics - We consider classifiers for high-dimensional data under the strongly spiked eigenvalue (SSE) model. We first show that high-dimensional data... |
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