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Outlier Ensembles

- An Introduction

Bag om Outlier Ensembles

This book discusses a variety of methods for outlier ensembles and organizes them by the specific principles with which accuracy improvements are achieved. The authors cover how outlier ensembles relate (both theoretically and practically) to the ensemble techniques used commonly for other data mining problems like classification.

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  • Sprog:
  • Engelsk
  • ISBN:
  • 9783319854748
  • Indbinding:
  • Paperback
  • Sideantal:
  • 276
  • Udgivet:
  • 25. juli 2018
  • Udgave:
  • 12017
  • Størrelse:
  • 155x235x0 mm.
  • Vægt:
  • 4453 g.
  • 8-11 hverdage.
  • 9. december 2024

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This book discusses a variety of methods for outlier ensembles and organizes them by the specific principles with which accuracy improvements are achieved. The authors cover how outlier ensembles relate (both theoretically and practically) to the ensemble techniques used commonly for other data mining problems like classification.

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