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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Model bias
We talked about statistical bias in an earlier section of this chapter. The level of bias identified within a statistical model needs to be considered. Typically, the lower the amount of bias, the better, since some methods for improving on a weak learner—such as boosting—can overfit, resulting in misleading results.
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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.