November 2018
Intermediate to advanced
300 pages
7h 42m
English
Content preview from Machine Learning in Java - Second Edition
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Email spam dataset
In 2000, Androutsopoulos et al. collected one of the first email spam datasets to benchmark spam-filtering algorithms. They studied how the Naive Bayes classifier can be used to detect spam, if additional pipes such as stop list, stemmer, and lemmatization contribute to better performance. The dataset was reorganized by Andrew Ng in OpenClassroom's machine-learning class, available for download at http://openclassroom.stanford.edu/MainFolder/DocumentPage.php?course=MachineLearning&doc=exercises/ex6/ex6.html.
Select and download the second option, ex6DataEmails.zip, as shown in the following screenshot:
The ZIP contains the ...
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I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.