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Chapter 14: Conclusion (What data can't do (data mining helps…

- - - - problem to be solved
      - data is an asset
      - expected value framework
      - generalization and overfitting
    - - identifying informative attributes
      - fitting numeric function model to data
      - controlling complexity
      - calculating similarity between objects
  - - - how much more likely a pattern is than would be expected by chance
      - evaluate algorithms
- - - - humans are good at identifying small sets of relevant aspects of the world
      - Computers are good at shifting through massive amounts of data
  - - - because it involves subjective human judgement
    - - because all data techniques are a product of some human decision