July 2018
Beginner to intermediate
406 pages
9h 55m
English
book
Building Machine Learning Systems with Python - Third Edition
by Luis Pedro Coelho, Willi Richert, Matthieu Brucher
Content preview from Building Machine Learning Systems with Python - Third Edition
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Fixing high variance
If, on the contrary, we suffer from high variance, it means that our model is too complex for the data. In this case, we can only try to get more data or decrease the complexity. This would mean increasing k so that more neighbors would be taken into account, or removing some of the features.
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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.