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Posted to issues@spark.apache.org by "Apache Spark (JIRA)" <ji...@apache.org> on 2015/05/17 02:44:01 UTC
[jira] [Commented] (SPARK-4823) rowSimilarities
[ https://issues.apache.org/jira/browse/SPARK-4823?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=14546996#comment-14546996 ]
Apache Spark commented on SPARK-4823:
-------------------------------------
User 'debasish83' has created a pull request for this issue:
https://github.com/apache/spark/pull/6213
> rowSimilarities
> ---------------
>
> Key: SPARK-4823
> URL: https://issues.apache.org/jira/browse/SPARK-4823
> Project: Spark
> Issue Type: Improvement
> Components: MLlib
> Reporter: Reza Zadeh
>
> RowMatrix has a columnSimilarities method to find cosine similarities between columns.
> A rowSimilarities method would be useful to find similarities between rows.
> This is JIRA is to investigate which algorithms are suitable for such a method, better than brute-forcing it. Note that when there are many rows (> 10^6), it is unlikely that brute-force will be feasible, since the output will be of order 10^12.
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