[
https://issues.apache.org/jira/browse/SPARK-7474?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
]
Xiangrui Meng resolved SPARK-7474.
----------------------------------
Resolution: Fixed
Fix Version/s: 1.4.0
Issue resolved by pull request 6001
[https://github.com/apache/spark/pull/6001]
> ParamGridBuilder's doctest doesn't show up correctly in the generated doc
> -------------------------------------------------------------------------
>
> Key: SPARK-7474
> URL: https://issues.apache.org/jira/browse/SPARK-7474
> Project: Spark
> Issue Type: Documentation
> Components: Documentation, ML
> Affects Versions: 1.4.0
> Reporter: Xiangrui Meng
> Assignee: Xiangrui Meng
> Fix For: 1.4.0
>
>
> {code}
> >>> from classification import LogisticRegression
> >>> lr = LogisticRegression()
> >>> output = ParamGridBuilder().baseOn({lr.labelCol: 'l'})
> >>> .baseOn([lr.predictionCol, 'p']) .addGrid(lr.regParam, [1.0,
> >>> 2.0, 3.0]) .addGrid(lr.maxIter, [1, 5])
> >>> .addGrid(lr.featuresCol, ['f']) .build()
> >>> expected = [ {lr.regParam: 1.0, lr.featuresCol: 'f', lr.maxIter: 1,
> >>> lr.labelCol: 'l', lr.predictionCol: 'p'}, {lr.regParam: 2.0,
> >>> lr.featuresCol: 'f', lr.maxIter: 1, lr.labelCol: 'l', lr.predictionCol:
> >>> 'p'}, {lr.regParam: 3.0, lr.featuresCol: 'f', lr.maxIter: 1, lr.labelCol:
> >>> 'l', lr.predictionCol: 'p'}, {lr.regParam: 1.0, lr.featuresCol: 'f',
> >>> lr.maxIter: 5, lr.labelCol: 'l', lr.predictionCol: 'p'}, {lr.regParam:
> >>> 2.0, lr.featuresCol: 'f', lr.maxIter: 5, lr.labelCol: 'l',
> >>> lr.predictionCol: 'p'}, {lr.regParam: 3.0, lr.featuresCol: 'f',
> >>> lr.maxIter: 5, lr.labelCol: 'l', lr.predictionCol: 'p'}]
> >>> len(output) == len(expected)
> True
> >>> all([m in expected for m in output])
> True
> {code}
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