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https://issues.apache.org/jira/browse/SPARK-7540?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=14548326#comment-14548326
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Shuo Xiang commented on SPARK-7540:
-----------------------------------
Schema and required field verification done using both [~vfed]`s script and
manual check. The output of [spark-pmml-exporter-validator](
https://github.com/selvinsource/spark-pmml-exporter-validator) is checked
against the required fields for each of the following model.
- Linear Regression and Lasso
- LR
- Clustering
- linear SVM. This is implemented as a RegressionModel
(functionName="classification" ), instead of the SupportVectorMachineModel. The
evaluation results on built-in numerical examples look fine.
> PMML correctness check
> ----------------------
>
> Key: SPARK-7540
> URL: https://issues.apache.org/jira/browse/SPARK-7540
> Project: Spark
> Issue Type: Sub-task
> Components: MLlib
> Reporter: Joseph K. Bradley
> Assignee: Shuo Xiang
>
> Check correctness of PMML export for MLlib models by using PMML evaluator to
> load and run the models. This unfortunately needs to be done externally (not
> in spark-perf) because of licensing. A record of tests run and the results
> can be posted in this JIRA, as well as a link to the repo hosting the testing
> code.
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