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Posted to issues@systemml.apache.org by "Glenn Weidner (JIRA)" <ji...@apache.org> on 2017/09/09 05:26:00 UTC
[jira] [Updated] (SYSTEMML-1679) Add a new threshold utility
function
[ https://issues.apache.org/jira/browse/SYSTEMML-1679?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ]
Glenn Weidner updated SYSTEMML-1679:
------------------------------------
Fix Version/s: (was: SystemML 1.0)
SystemML 0.15
> Add a new threshold utility function
> ------------------------------------
>
> Key: SYSTEMML-1679
> URL: https://issues.apache.org/jira/browse/SYSTEMML-1679
> Project: SystemML
> Issue Type: New Feature
> Reporter: Mike Dusenberry
> Assignee: Fei Hu
> Fix For: SystemML 0.15
>
>
> We should add a new {{threshold}} utility function (in {{nn/util.dml}}) that accepts a matrix {{X}} and a threshold parameter {{thresh}} and returns an indicator matrix {{out}} with values in \{0, 1\} depending on whether or not the values in {{X}} are above {{thresh}}. We could use this, for example, for determining the predicted class in a binary classification problem given the output of a sigmoid layer.
> We should also add a test case in {{nn/test/test.dml}}.
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