Introduction to Statistical Learning

Robert Tibshirani , Gareth James , Trevor Hastie , Daniela Witten

This book presents key modeling and prediction techniques, along with relevant applications. Topics include linear regression, classification, resampling methods, shrinkage approaches, tree-based methods, support vector machines, and clustering.
  • Limba : Engleza
  • Data Publicarii : 25 Jun 2013
  • Editie : 1st ed. 2013, Corr. 7th printing 2017
  • Format : Hardback
  • Numar pagini : 426
  • ISBN : 9781461471370
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