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Posted to issues@flink.apache.org by "Till Rohrmann (JIRA)" <ji...@apache.org> on 2016/04/22 11:52:12 UTC

[jira] [Updated] (FLINK-1746) Add linear discriminant analysis to machine learning library

     [ https://issues.apache.org/jira/browse/FLINK-1746?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ]

Till Rohrmann updated FLINK-1746:
---------------------------------
    Assignee: Ronak Nathani  (was: Raghav Chalapathy)

> Add linear discriminant analysis to machine learning library
> ------------------------------------------------------------
>
>                 Key: FLINK-1746
>                 URL: https://issues.apache.org/jira/browse/FLINK-1746
>             Project: Flink
>          Issue Type: New Feature
>          Components: Machine Learning Library
>            Reporter: Till Rohrmann
>            Assignee: Ronak Nathani
>              Labels: ML
>
> Linear discriminant analysis (LDA) [1] is used for dimensionality reduction prior to classification. But it can also be used to calculate a linear classifier on its own. Since dimensionality reduction is an important preprocessing step, a distributed LDA implementation is a valuable addition to flink-ml.
> Resources:
> [1] [http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=5946724]



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