cs109/2015lab7

Name: 2015lab7

Owner: Harvard CS 109: Data Science

Description: Decison Trees, Random Forrests, Ensemble Methods

Created: 2015-10-15 04:12:13.0

Updated: 2017-04-23 05:30:05.0

Pushed: 2015-10-18 22:06:17.0

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README

CS-109: Fall 2015 – Lab 7

Decision Trees, Random Forests, Ensemble Methods

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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.