Machine Learning for Email

Spam Filtering and Priority Inbox

By: Drew Conway, John Myles White

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eText | 25 October 2011 | Edition Number 1

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148 Pages

Age
1 - 17

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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 machine learning programs with R.