Decision Trees - aragorn/home GitHub Wiki

Links

• https://en.wikipedia.org/wiki/Decision_tree_learning
• http://www.cs.cmu.edu/~guestrin/Class/10701-S06/Slides/decisiontrees-boosting.pdf
• Boosting

Decision Trees Boosting

Decision Trees Boosting, Machine Learning, Carlos Guestrin, Carnegie Mellon University, 2006

Decision Trees for Predictive Modeling

Decision Trees for Predictive Modeling by Padraic G. Neville, SAS Institute Inc. 4 August 1999

Learning Decision Trees

[CS194-10 Fall 2011 Lecture 8] (https://people.eecs.berkeley.edu/~russell/classes/cs194/f11/lectures/CS194%20Fall%202011%20Lecture%2008.pdf) by Stuart Russell, University of California, Berkeley

Feature Importance

• http://machinelearningmastery.com/feature-importance-and-feature-selection-with-xgboost-in-python/
• http://stats.stackexchange.com/questions/92419/relative-importance-of-a-set-of-predictors-in-a-random-forests-classification-in