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Machine Learning for Email: Spam Filtering and Priority Inbox

If you're an experienced programmer willing to crunch data, this concise guide will show you how to use machine learning to work with email. You'll learn how to write algorithms that automatically sort and redirect email based on statistical patterns. Authors Drew Conway and John Myles Wh...

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Detalles Bibliográficos
Autores principales: Conway, Drew, White, John
Lenguaje:eng
Publicado: O'Reilly Media 2011
Materias:
Acceso en línea:http://cds.cern.ch/record/1416957
Descripción
Sumario:If you're an experienced programmer willing to crunch data, this concise guide will show you how to use machine learning to work with email. You'll learn how to write algorithms that automatically sort and redirect email based on statistical patterns. Authors Drew Conway and John Myles White approach the process in a practical fashion, using a case-study driven approach rather than a traditional math-heavy presentation. This book also includes a short tutorial on using the popular R language to manipulate and analyze data. You'll get clear examples for analyzing sample data and writing machi