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Machine Learning for Archaeological Applications in R

Author(s): Denisse L. Argote , Pedro A. López-­García , Manuel A. Torres-­García , Michael C. Thrun

ISBN: 9781009506649
Publication Date: 16/01/2025
Pages: 96
Format: Paperback
Regular price £18.00 GBP
Regular price Sale price £18.00 GBP

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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.