Model-based Clustering and Classification for Data Science (English, Charles Bouveyron | Gilles Celeux | T. Brendan Murphy)
by Charles Bouveyron | Gilles Celeux | T. Brendan Murphy
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Book Details
Publisher
Cambridge University Press
Language
English
ISBN-13
9781108494205
ISBN-10
110849420X
Author
Charles Bouveyron | Gilles Celeux | T. Brendan Murphy
About the Book
Cluster analysis finds groups in data automatically. Most methods have been heuristic and leave open such central questions as: how many clusters are there? Which method should I use? How should I handle outliers? Classification assigns new observations to groups given previously classified observations, and also has open questions about parameter tuning, robustness and uncertainty assessment. This book frames cluster analysis and classification…
ISBN: 9781108494205
ISBN-13: 9781108494205
ISBN-10: 110849420X
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Product ID: isbn-9781108494205
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