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Pattern Recognition and Classification Using MATLAB

by K. Taylor
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Book cover type: Paperback
  • ISBN13: 9781545167960
  • Binding: Paperback
  • Subject: Computer Science and Information Technology
  • Publisher: Createspace Independent Publishing Platform
  • Publisher Imprint: Createspace Independent Publishing Platform
  • Publication Date:
  • Pages: 360
  • Original Price: USD 29.95
  • Language: English
  • Edition: N/A
  • Item Weight: 713 grams
  • BISAC Subject(s): Statistics

Pattern recognition is a branch of machine learning that focuses on the recognition of patterns and regularities in data, although it is in some cases considered to be nearly synonymous with machine learning. Pattern recognition systems are in many cases trained from labeled "training" data (supervised learning), but when no labeled data are available other algorithms can be used to discover previously unknown patterns (unsupervised learning). This book delves into the following topics: -Linear discriminant analysis -Quadratic discriminant analysis -Decision trees, decision lists -Kernel estimation and K-nearest-neighbor algorithms -Naive Bayes classifier -Neural networks -Support vector machines .Boosting, Random Forest and Bagging

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