Machine Learning for Email: Spam Filtering and Priority Inbox
Exploring standard tools for text classification, this book teaches the reader how to use machine learning to decide whether an email is spam or ham (binary classification), based on raw data from the SpamAssassin public corpus.
Gespeichert in:
Hauptverfasser: | , |
---|---|
Format: | Buch |
Sprache: | eng |
Schlagworte: | |
Online-Zugang: | Volltext |
Tags: |
Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
|
container_end_page | |
---|---|
container_issue | |
container_start_page | |
container_title | |
container_volume | |
creator | Conway, Drew White, John Myles |
description | Exploring standard tools for text classification, this book teaches the reader how to use machine learning to decide whether an email is spam or ham (binary classification), based on raw data from the SpamAssassin public corpus. |
format | Book |
fullrecord | <record><control><sourceid>proquest_askew</sourceid><recordid>TN_cdi_askewsholts_vlebooks_9781449320706</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>EBC801460</sourcerecordid><originalsourceid>FETCH-LOGICAL-a1393-529923988577b2286839fc3ef29719f323c1dbcf201f01b22aa3613fadbde80e3</originalsourceid><addsrcrecordid>eNo9z0FLxDAQBeCIKO6u-wc89SR4KEwybZI5aqmr0MWLnkvaJm7d2GhT9e9b3MW5PB58PJgTtuRZRihAgT49Fp4h0DlbKKlyEBnQBVvH-AbzSdRAYsGutqbd9YNNKmvGoR9eExfGpHw3vb9kZ874aNfHXLGX-_K5eEirp81jcVulhiNhmgsigaR1rlQjhJYaybVonSDFyaHAlndN6wRwB3wWxqDk6EzXdFaDxRW7OeyauLc_cRf8FOtvb5sQ9rEmpf8fk7O9PtiPMXx-2TjVf6y1wzQaX5d3hQaeScBfUnRIzA</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>book</recordtype><pqid>EBC801460</pqid></control><display><type>book</type><title>Machine Learning for Email: Spam Filtering and Priority Inbox</title><source>O'Reilly Online Learning: Academic/Public Library Edition</source><creator>Conway, Drew ; White, John Myles</creator><creatorcontrib>Conway, Drew ; White, John Myles</creatorcontrib><description>Exploring standard tools for text classification, this book teaches the reader how to use machine learning to decide whether an email is spam or ham (binary classification), based on raw data from the SpamAssassin public corpus.</description><edition>1</edition><identifier>ISBN: 1449314309</identifier><identifier>ISBN: 9781449314309</identifier><identifier>EISBN: 1449320708</identifier><identifier>EISBN: 9781449320706</identifier><identifier>OCLC: 767502409</identifier><language>eng</language><publisher>Sebastopol: O'Reilly Media, Incorporated</publisher><subject>Computer programming ; Electronic mail systems ; Machine learning ; Spam filtering (Electronic mail)</subject><creationdate>2011</creationdate><tpages>149</tpages><format>149</format><woscitedreferencessubscribed>false</woscitedreferencessubscribed></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>306,780,784,786</link.rule.ids></links><search><creatorcontrib>Conway, Drew</creatorcontrib><creatorcontrib>White, John Myles</creatorcontrib><title>Machine Learning for Email: Spam Filtering and Priority Inbox</title><description>Exploring standard tools for text classification, this book teaches the reader how to use machine learning to decide whether an email is spam or ham (binary classification), based on raw data from the SpamAssassin public corpus.</description><subject>Computer programming</subject><subject>Electronic mail systems</subject><subject>Machine learning</subject><subject>Spam filtering (Electronic mail)</subject><isbn>1449314309</isbn><isbn>9781449314309</isbn><isbn>1449320708</isbn><isbn>9781449320706</isbn><fulltext>true</fulltext><rsrctype>book</rsrctype><creationdate>2011</creationdate><recordtype>book</recordtype><sourceid/><recordid>eNo9z0FLxDAQBeCIKO6u-wc89SR4KEwybZI5aqmr0MWLnkvaJm7d2GhT9e9b3MW5PB58PJgTtuRZRihAgT49Fp4h0DlbKKlyEBnQBVvH-AbzSdRAYsGutqbd9YNNKmvGoR9eExfGpHw3vb9kZ874aNfHXLGX-_K5eEirp81jcVulhiNhmgsigaR1rlQjhJYaybVonSDFyaHAlndN6wRwB3wWxqDk6EzXdFaDxRW7OeyauLc_cRf8FOtvb5sQ9rEmpf8fk7O9PtiPMXx-2TjVf6y1wzQaX5d3hQaeScBfUnRIzA</recordid><startdate>2011</startdate><enddate>2011</enddate><creator>Conway, Drew</creator><creator>White, John Myles</creator><general>O'Reilly Media, Incorporated</general><general>O'Reilly</general><scope/></search><sort><creationdate>2011</creationdate><title>Machine Learning for Email</title><author>Conway, Drew ; White, John Myles</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-a1393-529923988577b2286839fc3ef29719f323c1dbcf201f01b22aa3613fadbde80e3</frbrgroupid><rsrctype>books</rsrctype><prefilter>books</prefilter><language>eng</language><creationdate>2011</creationdate><topic>Computer programming</topic><topic>Electronic mail systems</topic><topic>Machine learning</topic><topic>Spam filtering (Electronic mail)</topic><toplevel>online_resources</toplevel><creatorcontrib>Conway, Drew</creatorcontrib><creatorcontrib>White, John Myles</creatorcontrib></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Conway, Drew</au><au>White, John Myles</au><format>book</format><genre>book</genre><ristype>BOOK</ristype><btitle>Machine Learning for Email: Spam Filtering and Priority Inbox</btitle><date>2011</date><risdate>2011</risdate><isbn>1449314309</isbn><isbn>9781449314309</isbn><eisbn>1449320708</eisbn><eisbn>9781449320706</eisbn><abstract>Exploring standard tools for text classification, this book teaches the reader how to use machine learning to decide whether an email is spam or ham (binary classification), based on raw data from the SpamAssassin public corpus.</abstract><cop>Sebastopol</cop><pub>O'Reilly Media, Incorporated</pub><oclcid>767502409</oclcid><tpages>149</tpages><edition>1</edition></addata></record> |
fulltext | fulltext |
identifier | ISBN: 1449314309 |
ispartof | |
issn | |
language | eng |
recordid | cdi_askewsholts_vlebooks_9781449320706 |
source | O'Reilly Online Learning: Academic/Public Library Edition |
subjects | Computer programming Electronic mail systems Machine learning Spam filtering (Electronic mail) |
title | Machine Learning for Email: Spam Filtering and Priority Inbox |
url | https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-01-14T20%3A27%3A41IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_askew&rft_val_fmt=info:ofi/fmt:kev:mtx:book&rft.genre=book&rft.btitle=Machine%20Learning%20for%20Email:%20Spam%20Filtering%20and%20Priority%20Inbox&rft.au=Conway,%20Drew&rft.date=2011&rft.isbn=1449314309&rft.isbn_list=9781449314309&rft_id=info:doi/&rft_dat=%3Cproquest_askew%3EEBC801460%3C/proquest_askew%3E%3Curl%3E%3C/url%3E&rft.eisbn=1449320708&rft.eisbn_list=9781449320706&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_pqid=EBC801460&rft_id=info:pmid/&rfr_iscdi=true |