November 2017
Beginner
286 pages
8h 13m
English
book
Statistics for Data Science
by James C. Mott, Rajprasath Subramanian, Shaikh Salamatullah, James D. Miller, Vijayakumar Ramdoss
Content preview from Statistics for Data Science
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Database Classification using Support Vector Machines
In this chapter, we will explore Support Vector Machines (SVMs), identify various applications for their use, and walk through an example of using a simple SVM to classify data in a database.
In this chapter, we will again organize the topics into the following chief areas:
- Database classification
- Definition and purpose of SVMs
- Common SVM applications
- Using R and an SVM to classify data in a database
Let's start this chapter with some dialogue around the idea of general or generic data classification.
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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.