Nearest neighbour classifiers

Results: 5



#Item
1

Optimal weighted nearest neighbour classifiers Richard Samworth University of Cambridge

Add to Reading List

Source URL: www.statslab.cam.ac.uk

Language: English - Date: 2012-09-21 14:04:38
    2Statistical classification / Naive Bayes classifier / Bayes classifier / Support vector machine / Classifier / Multiclass classification / Concept drift / Massive Online Analysis / Binary classification / Classifier chains / Nearest neighbour classifiers

    Pitfalls in Benchmarking Data Stream Classification and How to Avoid Them ˇ Albert Bifet1 , Jesse Read2 , Indr˙e Zliobait˙ e3 , Bernhard Pfahringer4 , and Geoff Holmes4 1

    Add to Reading List

    Source URL: perso.telecom-paristech.fr

    Language: English
    3

    J. R. Statist. Soc. B, Part 3, pp. 363–379 Properties of bagged nearest neighbour classifiers Peter Hall Australian National University, Canberra, Australia

    Add to Reading List

    Source URL: www.statslab.cam.ac.uk

    Language: English - Date: 2005-06-01 05:53:57
      4

      Submitted to the Annals of Statistics arXiv: arXiv:SUPPLEMENT TO “OPTIMAL WEIGHTED NEAREST NEIGHBOUR CLASSIFIERS” By Richard J. Samworth,

      Add to Reading List

      Source URL: www.statslab.cam.ac.uk

      Language: English - Date: 2012-09-11 14:53:50
        5Classifier / Ensemble learning / Support vector machine / Binary classification / Feature selection / Gene expression profiling / Statistics / Statistical classification / Machine learning

        Ensembles of nearest neighbour classifiers and serial analysis of gene expression Helen Priisalu† Oleg Okun⋆ ⋆

        Add to Reading List

        Source URL: www.stes.fi

        Language: English - Date: 2006-10-19 04:44:00
        UPDATE