Machine Learning for Email pdf epub mobi txt 电子书下载 2025

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出版者:O'Reilly Media

作者:Drew Conway

出品人:

页数:146

译者:

出版时间:2011-11-3

价格:USD 24.99

装帧:Paperback

isbn号码:9781449314309

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图书标签:

机器学习
O'Reilly
数据挖掘
email
Programming
计算机科学
编程
ebook

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This compact book explores standard tools for text classification, and teaches the reader how to use machine learning to decide whether a e-mail is spam or ham (binary classification), based on raw data from The SpamAssassin Public Corpus. Of course, sometimes the items in one class are not created equally, or we want to distinguish among them in some meaningful way. The second part of the book will look at how to not only filter spam from our email, but also placing "more important" messages at the top of the queue. This is a curated excerpt from the upcoming book "Machine Learning for Hackers."