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Data Mining In Market Research

  1. CRISP-DM Process Model
  2. ARFF file for the weather data.
  3. Decision tree with a replicated subtree If x=1 and y=1 then class = a If z=1 and w=1 then class = a Otherwise class = b
  4. Problems with Univariate Splits
  5. Tree stumps for the weather data (a) (b) (c) (d)
  6. Expanded tree stumps for weather data (a) (b) (c)
  7. Decision tree for the weather data
  8.  
  9. Complexity Parameter Plot
  10.  
  11. Pruned Regression Tree
  12.  
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