[
https://issues.apache.org/jira/browse/SPARK-19939?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=15922676#comment-15922676
]
Apache Spark commented on SPARK-19939:
--------------------------------------
User 'hhbyyh' has created a pull request for this issue:
https://github.com/apache/spark/pull/17280
> Add support for association rules in ML
> ---------------------------------------
>
> Key: SPARK-19939
> URL: https://issues.apache.org/jira/browse/SPARK-19939
> Project: Spark
> Issue Type: Improvement
> Components: ML
> Affects Versions: 2.2.0
> Reporter: yuhao yang
>
> Adding another essential characteristic for the Association Rule in Spark
> ml.fpm.
> Support is an indication of how frequently the itemset of an association rule
> appears in the database and suggests if the rules are generally applicable to
> the dateset. refer to
> [https://en.wikipedia.org/wiki/Association_rule_learning] for more details.
> Before adding support:
> | rules | confidence |
> | beer -> soda | 0.5 |
> | pecan -> milk | 0.6 |
> After adding support:
> | rules | confidence | support |
> | beer -> soda | 0.5 | 0.3 |
> | pecan -> milk | 0.6 | 0.01 |
> Thus to allow a better understanding for the generated association rules.
--
This message was sent by Atlassian JIRA
(v6.3.15#6346)
---------------------------------------------------------------------
To unsubscribe, e-mail: [email protected]
For additional commands, e-mail: [email protected]
