Machine Learning for Archaeological Applications in R

Machine Learning for Archaeological Applications in R - Elements in Current Archaeological Tools and Techniques

Hardback (31 Jul 2024)

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Publisher's Synopsis

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.

Book information

ISBN: 9781009506595
Publisher: Cambridge University Press
Imprint: Cambridge University Press
Pub date:
DEWEY: 930.1028
DEWEY edition: 23
Language: English
Number of pages: 75 .
Weight: -1g