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Machine Learning for Archaeological Applications in R

2025, Pocket, Engelsk

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This Element highlights the employment within archaeology of classification methods developed in the field of chemometrics, artificial intelligence, and Bayesian statistics. These run in both high- and low-dimensional environments and often have better results than traditional methods. Instead of a theoretical approach, it provides examples of how to apply these methods to real data using lithic and ceramic archaeological materials as case studies. A detailed explanation of how to process data in R (The R Project for Statistical Computing), as well as the respective code, are also provided in this Element.

Produktegenskaper

  • Forfatter

  • Forlag/utgiver

    Cambridge University Press
  • Format

    Pocket
  • Språk

    Engelsk
  • Utgivelsesår

    2025
  • Antall sider

    96
  • Serienavn

    Elements in Current Archaeological Tools and Techniques
  • Utgivelsesdato

    16.01.2025
  • Varenummer

    9781009506649

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