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Posted to issues@spark.apache.org by "Hyukjin Kwon (JIRA)" <ji...@apache.org> on 2019/05/21 04:25:34 UTC
[jira] [Updated] (SPARK-17116) Allow params to be a {string, value}
dict at fit time
[ https://issues.apache.org/jira/browse/SPARK-17116?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ]
Hyukjin Kwon updated SPARK-17116:
---------------------------------
Labels: bulk-closed (was: )
> Allow params to be a {string, value} dict at fit time
> -----------------------------------------------------
>
> Key: SPARK-17116
> URL: https://issues.apache.org/jira/browse/SPARK-17116
> Project: Spark
> Issue Type: Improvement
> Components: ML, PySpark
> Reporter: Manoj Kumar
> Priority: Minor
> Labels: bulk-closed
>
> Currently, it is possible to override the default params set at constructor time by supplying a ParamMap which is essentially a (Param: value) dict.
> Looking at the codebase, it should be trivial to extend this to a (string, value) representation.
> {code}
> # This hints that the maxiter param of the lr instance is modified in-place
> lr = LogisticRegression(maxIter=10, regParam=0.01)
> lr.fit(dataset, {lr.maxIter: 20})
> # This seems more natural.
> lr.fit(dataset, {"maxIter": 20})
> {code}
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