Machine Learning for Email

[Soul]

Machine Learning for Email Download From Megaupload, Rapidshare & Hotfile
Machine Learning for Email Download Torrent
Or search here Machine Learning for Email

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.

Mine email content with R functions, using a collection of sample files
Analyze the data and use the results to write a Bayesian spam classifier
Rank email by importance, using factors such as thread activity
Use your email ranking analysis to write a priority inbox program
Test your classifier and priority inbox with a separate email sample set

Table of Contents
Chapter 1 Using R
Chapter 2 Data Exploration
Chapter 3 Classification: Spam Filtering
Chapter 4 Ranking: Priority Inbox
Book Details

Paperback: 146 pages
Publisher: O?Reilly Media (Octorber 2011)
Language: English
ISBN-10: 1449314309
ISBN-13: 978-1449314309

Buy a Premium Account Filesonic to download file with fast speed (Recommend)

Code:
http://www.wupload.com/file/23209724...l.Oct.2011.rar
http://www.filesonic.com/file/366962...l.Oct.2011.rar
http://www.filejungle.com/f/g8GgRm/O...l.Oct.2011.rar
http://filepost.com/files/1bdf9d8f/O...l.Oct.2011.rar