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← Bias Variance Dilemma Solution - Intro to Machine Learning

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Showing Revision 3 created 05/25/2016 by Udacity Robot.

  1. Using very few features,
  2. puts you into a classic kind of a classic high bias type regime.
  3. So pretty typical thing is that you might have several features you need to
  4. fully describe all the patterns that are going on in your data, but
  5. maybe you only use one or two of those.
  6. That's going to put you into a situation where you're not really paying as
  7. much attention to the data as you should be.
  8. It's an oversimplified situation.
  9. In other words, high bias.