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Classification

  • Joseph Awange
  • Béla Paláncz
  • Lajos Völgyesi
Chapter

Abstract

KNearest Neighbors Classification is the simplest, purely data-driven algorithm that can be used either for classification or regression tasks. In geosciences literature, it is known as the Voronoi polygons, while in numerical simulations, it is known as Dirichlet cells (Müller and Guido 2017).

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Copyright information

© Springer Nature Switzerland AG 2020

Authors and Affiliations

  • Joseph Awange
    • 1
  • Béla Paláncz
    • 2
  • Lajos Völgyesi
    • 3
  1. 1.Spatial SciencesCurtin UniversityPerthAustralia
  2. 2.Department of Photogrammetry & GeoinformaticsBudapest University of Technology & EconomicsBudapestHungary
  3. 3.Department of Geodesy & SurveyingBudapest University of Technology & EconomicsBudapestHungary

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