How to squeeze out insights while maintaining predictive power in data mining

TreeNet Tree Ensembles and CART Decision Trees: 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