Bayesian Methods and Models in Machine Learning and Data Mining

机器学习与数据挖掘的贝叶斯方法与建模

人工智能

售   价:
846.00
发货周期:预计5-7周发货
作      者
出  版 社
出版时间
2019年07月31日
装      帧
精装
ISBN
9781138050334
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页      码
400
语      种
英文
版      次
1
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图书简介
This book will provide an overview of modern Bayesian methods for prediction and data mining. This includes Bayesian methods for linear and nonlinear regressions, Bayesian methods for classification, Bayesian methods for clustering, and Bayesian variable selection techniques in large data sets. Throughout the book, the author emphasizes the properties and performance of these recently emerged techniques and demonstrates how they can be readily adopted for any analytic challenges. This will be done first by giving a conceptual understanding of the methods, and then by illustrating them with case studies.
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