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From "ASF GitHub Bot (JIRA)" <j...@apache.org>
Subject [jira] [Commented] (FLINK-2379) Add methods to evaluate field wise statistics over DataSet of vectors.
Date Tue, 18 Aug 2015 12:31:45 GMT

    [ https://issues.apache.org/jira/browse/FLINK-2379?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=14701183#comment-14701183

ASF GitHub Bot commented on FLINK-2379:

Github user sachingoel0101 commented on the pull request:

    They're not coupled at all. But both are related to statistics over data sets. This is
why I combined them both in one. If you're wondering, there is a JIRA for the column wise
statistics as well. [FLINK-2379].
    Unless it is absolutely necessary, I'd like to keep them both in one. 

> Add methods to evaluate field wise statistics over DataSet of vectors.
> ----------------------------------------------------------------------
>                 Key: FLINK-2379
>                 URL: https://issues.apache.org/jira/browse/FLINK-2379
>             Project: Flink
>          Issue Type: New Feature
>          Components: Machine Learning Library
>            Reporter: Sachin Goel
>            Assignee: Sachin Goel
> Design methods to evaluate statistics over dataset of vectors.
> For continuous fields, Minimum, maximum, mean, variance.
> For discrete fields, Class counts, Entropy, Gini Impurity.
> Further statistical measures can also be supported. For example, correlation between
two series, computing the covariance matrix, etc. 
> [These are currently the things Spark supports.]

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