Lopez C Machine Learning Supervised Learning Techniques and Tools 2024
General:
Name: Lopez C Machine Learning Supervised Learning Techniques and Tools 2024
Format: pdf
Size: 12.41 MB
Book:
Title: MACHINE LEARNING. SUPERVISED LEARNING TECHNIQUES AND TOOLS: NONLINEAR MODELS. Exercises with R, SAS, STATA, EVIEWS AND SPSS
Author: César Pérez López
Language: angielski
Year: 2025
Subjects: Social Sciences, Anthropology & Archaeology, Archaeology, Archaeology – General & Miscellaneous
Publisher: Cambridge University Press
ISBN: 9781009506601
Total pages: 328
Description:
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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