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Posted to commits@mahout.apache.org by is...@apache.org on 2013/11/21 12:36:06 UTC
svn commit: r1544132 -
/mahout/site/mahout_cms/trunk/content/users/recommender/pearsoncorrelation.mdtext
Author: isabel
Date: Thu Nov 21 11:36:06 2013
New Revision: 1544132
URL: http://svn.apache.org/r1544132
Log:
MAHOUT-1245 - formatting
Modified:
mahout/site/mahout_cms/trunk/content/users/recommender/pearsoncorrelation.mdtext
Modified: mahout/site/mahout_cms/trunk/content/users/recommender/pearsoncorrelation.mdtext
URL: http://svn.apache.org/viewvc/mahout/site/mahout_cms/trunk/content/users/recommender/pearsoncorrelation.mdtext?rev=1544132&r1=1544131&r2=1544132&view=diff
==============================================================================
--- mahout/site/mahout_cms/trunk/content/users/recommender/pearsoncorrelation.mdtext (original)
+++ mahout/site/mahout_cms/trunk/content/users/recommender/pearsoncorrelation.mdtext Thu Nov 21 11:36:06 2013
@@ -1,12 +1,15 @@
Title: PearsonCorrelation
-{excerpt}The Pearson correlation measures the degree to which two series of
+
+# Pearson Correlation
+
+_The Pearson correlation measures the degree to which two series of
numbers tend to move together -- values in corresponding positions tend to
be high together, or low together. In particular it measures the strength
of the linear relationship between the two series, the degree to which one
can be estimated as a linear function of the other. It is often used in
collaborative filtering as a similarity metric on users or items; users
that tend to rate the same items high, or low, have a high Pearson
-correlation and therefore are "similar".{excerpt}
+correlation and therefore are "similar"._
The Pearson correlation can behave very badly when small counts are
involved. For example, if you compare any two sequences with two distinct
@@ -21,4 +24,5 @@ overlap. It, unfortunately, is not able
overlapping ratings relative to the sets of all ratings.
See Also
-* [http://en.wikipedia.org/wiki/Pearson_product-moment_correlation_coefficient](http://en.wikipedia.org/wiki/Pearson_product-moment_correlation_coefficient)
+
+* [Pearson_product-moment_correlation_coefficient](http://en.wikipedia.org/wiki/Pearson_product-moment_correlation_coefficient)