Machine Learning for Archaeological Applications in R (Elements in Current Archaeological Tools and Techniques)
Language: English
Published by Cambridge University Press, 2025
- Softcover
- New

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- Title
- Machine Learning for Archaeological Applications in R (Elements in Current Archaeological Tools and Techniques)
- Author
- Argote, Denisse L.; López-García, Pedro A.; Torres-García, Manuel A.; Thrun, Michael C.
- Publisher
- Cambridge University Press
- Publication year
- 2025
- Condition
- New
- Binding
- Soft cover
- Language
- English
- ISBN 10
- 1009506641
- ISBN 13
- 9781009506649
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.
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