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Offers researchers and teachers an introduction to clustering, which is a prominent class of unsupervised machine learning for exploring and understanding latent, non-random structure in data. A suite of widely used clustering techniques is covered, in addition to R code and real data to facilitate interaction with the concepts.
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Unsupervised Machine Learning for Clustering in Political and Social Research, Philip D Waggoner
- Language
- Released
- 2021
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- (Paperback)
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- Title
- Unsupervised Machine Learning for Clustering in Political and Social Research
- Language
- English
- Authors
- Philip D Waggoner
- Publisher
- Cambridge University Press
- Released
- 2021
- Format
- Paperback
- ISBN10
- 110879338X
- ISBN13
- 9781108793384
- Series
- Description
- Offers researchers and teachers an introduction to clustering, which is a prominent class of unsupervised machine learning for exploring and understanding latent, non-random structure in data. A suite of widely used clustering techniques is covered, in addition to R code and real data to facilitate interaction with the concepts.