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By Max Kuhn and Kjell Johnson. We noticed that most machine learning books are focused either on the theoretical descriptions of models or are software manuals. Give an intuitive description of models,. Illustrate the practical aspects of training them and. Provide software and data sets so that readers can reproduce our work. Is a book on the practice of modeling when accuracy is the primary goal. By Max Kuhn, Kjell Johnson.

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