CMPLXSYS 391 Chapter Notes - Chapter 1-4: Kaitlyn (Wrestler), Overfitting

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19 Sep 2016
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This question can be related back to the concepts of, one to many, and, many to one. This is a concept that we have discussed at great length during past lectures as well as in readings. These two main principles can be easily defined, one to many- means that individual models can be applied to multiple contexts, whereas many to one- means that multiple models can be used in particular problems and situations. As we have continually learned: models are wrong (some are more wrong than others), the solution to this incorrectness is simple. We apply multiple models to ensure that those errors are rectified. Though any one model will be wrong, many can be useful. Thus the same logic can be applied to the question above. Although individual models (in this context: people), may be incorrect the application of many models (people) improves accuracy rate, and will increase our understanding of events.

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