Decison Trees, Random Forrests, Ensemble Methods
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CS-109: Fall 2015 -- Lab 7

Decision Trees, Random Forests, Ensemble Methods

This is a very quick run-through of some basic nonparametric (the old kind) prediction methods

  • Decision Trees
  • Random Forests
  • Ensemble Methods

For more reading, check out An Introduction to Statistical Learning by Gareth James, Daniela Witten, Trevor Hastie and Robert Tibshirani (available through Springer, as well as the scikit-learn documentation.