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| author | Manish Amde <manish9ue@gmail.com> | 2014-04-15 11:14:28 -0700 |
|---|---|---|
| committer | Patrick Wendell <pwendell@gmail.com> | 2014-04-15 11:14:28 -0700 |
| commit | 07d72fe6965aaf299d61bf6156d48bcfebc41b32 (patch) | |
| tree | 2320b1456ecdfb49bf05311122105791a9acb387 /docs/mllib-guide.md | |
| parent | 6843d637e72e5262d05cfa2b1935152743f2bd5a (diff) | |
| download | spark-07d72fe6965aaf299d61bf6156d48bcfebc41b32.tar.gz spark-07d72fe6965aaf299d61bf6156d48bcfebc41b32.tar.bz2 spark-07d72fe6965aaf299d61bf6156d48bcfebc41b32.zip | |
Decision Tree documentation for MLlib programming guide
Added documentation for user to use the decision tree algorithms for classification and regression in Spark 1.0 release.
Apart from a general review, I need specific input on the following:
* I had to move a lot of the existing documentation under the *linear methods* umbrella to accommodate decision trees. I wonder if there is a better way to organize the programming guide given we are so close to the release.
* I have not looked closely at pyspark but I am wondering new mllib algorithms are automatically plugged in or do we need to some extra work to call mllib functions from pyspark. I will add to the pyspark examples based upon the advice I get.
cc: @mengxr, @hirakendu, @etrain, @atalwalkar
Author: Manish Amde <manish9ue@gmail.com>
Closes #402 from manishamde/tree_doc and squashes the following commits:
022485a [Manish Amde] more documentation
865826e [Manish Amde] minor: grammar
dbb0e5e [Manish Amde] minor improvements to text
b9ef6c4 [Manish Amde] basic decision tree code examples
6e297d7 [Manish Amde] added subsections
f427e84 [Manish Amde] renaming sections
9c0c4be [Manish Amde] split candidate
6925275 [Manish Amde] impurity and information gain
94fd2f9 [Manish Amde] more reorg
b93125c [Manish Amde] more subsection reorg
3ecb2ad [Manish Amde] minor text addition
1537dd3 [Manish Amde] added placeholders and some doc
d06511d [Manish Amde] basic skeleton
Diffstat (limited to 'docs/mllib-guide.md')
| -rw-r--r-- | docs/mllib-guide.md | 1 |
1 files changed, 1 insertions, 0 deletions
diff --git a/docs/mllib-guide.md b/docs/mllib-guide.md index eff856104c..1ac5cc13db 100644 --- a/docs/mllib-guide.md +++ b/docs/mllib-guide.md @@ -21,6 +21,7 @@ The following links provide a detailed explanation of the methods and usage exam * Least Squares * Lasso * Ridge Regression + * Decision Tree (for classification and regression) * <a href="mllib-clustering.html">Clustering</a> * k-Means * <a href="mllib-collaborative-filtering.html">Collaborative Filtering</a> |