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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...
Autores principales: | , |
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Lenguaje: | eng |
Publicado: |
O'Reilly Media
2011
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Materias: | |
Acceso en línea: | http://cds.cern.ch/record/1416957 |
_version_ | 1780924068771397632 |
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author | Conway, Drew White, John |
author_facet | Conway, Drew White, John |
author_sort | Conway, Drew |
collection | CERN |
description | 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 |
id | cern-1416957 |
institution | Organización Europea para la Investigación Nuclear |
language | eng |
publishDate | 2011 |
publisher | O'Reilly Media |
record_format | invenio |
spelling | cern-14169572021-04-22T00:38:44Zhttp://cds.cern.ch/record/1416957engConway, DrewWhite, JohnMachine Learning for Email: Spam Filtering and Priority InboxComputing and Computers 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 machiO'Reilly Mediaoai:cds.cern.ch:14169572011 |
spellingShingle | Computing and Computers Conway, Drew White, John Machine Learning for Email: Spam Filtering and Priority Inbox |
title | Machine Learning for Email: Spam Filtering and Priority Inbox |
title_full | Machine Learning for Email: Spam Filtering and Priority Inbox |
title_fullStr | Machine Learning for Email: Spam Filtering and Priority Inbox |
title_full_unstemmed | Machine Learning for Email: Spam Filtering and Priority Inbox |
title_short | Machine Learning for Email: Spam Filtering and Priority Inbox |
title_sort | machine learning for email: spam filtering and priority inbox |
topic | Computing and Computers |
url | http://cds.cern.ch/record/1416957 |
work_keys_str_mv | AT conwaydrew machinelearningforemailspamfilteringandpriorityinbox AT whitejohn machinelearningforemailspamfilteringandpriorityinbox |