Created
December 26, 2014 21:52
-
-
Save chrishwiggins/6c597f6dcea8a8005d24 to your computer and use it in GitHub Desktop.
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
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