From 2ecbe02d5b28ee562d10c1735244b90a08532c9e Mon Sep 17 00:00:00 2001 From: Timothy Hunter Date: Thu, 10 Dec 2015 12:50:46 -0800 Subject: [SPARK-12212][ML][DOC] Clarifies the difference between spark.ml, spark.mllib and mllib in the documentation. Replaces a number of occurences of `MLlib` in the documentation that were meant to refer to the `spark.mllib` package instead. It should clarify for new users the difference between `spark.mllib` (the package) and MLlib (the umbrella project for ML in spark). It also removes some files that I forgot to delete with #10207 Author: Timothy Hunter Closes #10234 from thunterdb/12212. --- docs/mllib-isotonic-regression.md | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) (limited to 'docs/mllib-isotonic-regression.md') diff --git a/docs/mllib-isotonic-regression.md b/docs/mllib-isotonic-regression.md index 85f9226b43..8ede4407d5 100644 --- a/docs/mllib-isotonic-regression.md +++ b/docs/mllib-isotonic-regression.md @@ -1,7 +1,7 @@ --- layout: global -title: Isotonic regression - MLlib -displayTitle: MLlib - Regression +title: Isotonic regression - spark.mllib +displayTitle: Regression - spark.mllib --- ## Isotonic regression @@ -23,7 +23,7 @@ Essentially isotonic regression is a [monotonic function](http://en.wikipedia.org/wiki/Monotonic_function) best fitting the original data points. -MLlib supports a +`spark.mllib` supports a [pool adjacent violators algorithm](http://doi.org/10.1198/TECH.2010.10111) which uses an approach to [parallelizing isotonic regression](http://doi.org/10.1007/978-3-642-99789-1_10). -- cgit v1.2.3