April 2017
Beginner to intermediate
358 pages
9h 30m
English
Content preview from Learning Data Mining with Python - Second Edition
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Naive Bayes
Naive Bayes is a probabilistic model that is, unsurprisingly, built upon a naive interpretation of Bayesian statistics. Despite the naive aspect, the method performs very well in a large number of contexts. Because of the naive aspect, it works quite quickly. It can be used for classification of many different feature types and formats, but we will focus on one in this chapter: binary features in the bag-of-words model.
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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.