Mixture Model-Based Classification
Paul D. McNicholas
- 出版商: CRC
- 出版日期: 2016-08-19
- 售價: $3,980
- 貴賓價: 9.5 折 $3,781
- 語言: 英文
- 頁數: 236
- 裝訂: Hardcover
- ISBN: 1482225662
- ISBN-13: 9781482225662
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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.