Browsing Department of Pure Mathematics and Mathematical Statistics (DPMMS) by Subject "stat.ME"

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  • Random-projection ensemble classification 

    Cannings, Timothy Ivor; Samworth, Richard John
    We introduce a very general method for high-dimensional classification, based on careful combination of the results of applying an arbitrary base classifier to random projections of the feature vectors into a lower-dimensional ...