Skip to content

Instantly share code, notes, and snippets.

@sgsfak
Forked from chrishwiggins/single tree classifiers
Last active August 29, 2015 14:13
Show Gist options
  • Save sgsfak/8db0821010ed7ee6d672 to your computer and use it in GitHub Desktop.
Save sgsfak/8db0821010ed7ee6d672 to your computer and use it in GitHub Desktop.
Q: what are "single tree-based" (as opposed to forest-based) supervised learning methods?
A: some of my favorites:
- ADT
+ wiki: http://en.wikipedia.org/wiki/Alternating_decision_tree
+ ref: http://perun.pmf.uns.ac.rs/radovanovic/dmsem/cd/install/Weka/doc/classifiers-papers/trees/ADTree/atrees.pdf
- rpart in R
+ http://cran.r-project.org/web/packages/rpart/vignettes/longintro.pdf
+ http://www.statmethods.net/advstats/cart.html
- older
+ http://en.wikipedia.org/wiki/C4.5_algorithm
+ http://en.wikipedia.org/wiki/ID3_algorithm
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment