Classification and Regression Trees (CART)

The CART algorithm is an approximate method for searching high-dimensional data for statistical effects with interactions between variables.

References

  1. Michael Dorner's repository, 2014, Decision Trees - An Introduction
  2. Martin Krzywinski & Naomi Altman, CART, 2017, DOI:10.1038/nmeth.4370
  3. Wei-Yin Loh, CART, 2011, DOI: 10.1002/widm.8
  4. R-project rpart
  5. Scikit learn Decision Trees
  6. Cosmo Shalizi's Lecture Notes, 2015, CART
  7. Wikipedia, Decision tree learning limitations