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Machine Learning for Archaeological Applications in R

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

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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 in this Element.

About the Publisher

Cambridge University Press

Cambridge University Press dates from 1534 and is part of the University of Cambridge. We further the University's mission by disseminating knowledge in the pursuit of education, learning and research at the highest international levels of excellence.

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: 296g
Height: 159mm
Width: 236mm
Spine width: 14mm