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Mixture Model-Based Classification
Paperback
General ComputersProbability & Statistics
ISBN13: 9780367736958
Publisher: CRC Press
Published: Dec 18 2020
Pages: 212
Weight: 0.75
Height: 0.60 Width: 6.10 Depth: 9.20
Language: English
This work addresses classification using mixture models broadly. Unlike traditional treatments of the subject that heavily focus on unsupervised approaches, this book gives attention to unsupervised, semi-supervised, and supervised classification paradigms. Case studies illustrate both non-Gaussian and Gaussian approaches to model selection.
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