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On some transformations of high dimension, low sample size data for nearest neighbor classification - MaRDI portal

On some transformations of high dimension, low sample size data for nearest neighbor classification (Q255361)

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scientific article; zbMATH DE number 6552418
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On some transformations of high dimension, low sample size data for nearest neighbor classification
scientific article; zbMATH DE number 6552418

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    On some transformations of high dimension, low sample size data for nearest neighbor classification (English)
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    9 March 2016
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    Bayes risk
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    HDLSS data
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    high-dimensional geometry
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    inter-point distances
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    law of large numbers
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    misclassification probability
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    reproducing kernel Hilbert space
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    \(\rho \)-mixing sequences
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