January 2018
Beginner to intermediate
316 pages
7h 14m
English
Content preview from Feature Engineering Made Easy
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Model-based feature selection
Our last section dealt with using statistical methods and testing in order to select features from the original dataset to improve our machine learning pipeline, both in predictive performance, as well as in time-complexity. In doing so, we were able to see first-hand the effects of using feature selection.
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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.