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TreeNet® Tree Ensembles and CART® Decision Trees: A Winning Combination

TreeNet Tree Ensembles and CART Decision Trees: A Winning Combination

TreeNet Tree Ensembles and CART Decision Trees: A Winning Combination

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Combining CART decision trees with TreeNet stochastic gradient boosting: A winning combination.

Learn about how you can combine the best of both tools in this 1 hour webinar.

 

Course Outline

 

I. Classification and Regression Trees Pros/Cons

II. Stochastic Gradient Boosting: a promising way to overcome the shortcomings of a single tree

III. Introducing Stochastic Gradient Boosting, a powerful modern ensemble of boosted trees

  • Methodology
  • Reporting
  • Interpretability
  • Post-Processing
  • Interaction Detection

IV. Advantages of using both Classification and Regression Trees and Tree Ensembles

 

Watch the Video

TreeNet Tree Ensembles and CART Decision Trees

 

TreeNet Tree Ensembles and CART Decision Trees: A Winning Combination

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Tags: Salford Predictive Modeler, SPM, Salford-Systems

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