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Posted to issues@spark.apache.org by "Feynman Liang (JIRA)" <ji...@apache.org> on 2015/07/02 22:04:04 UTC
[jira] [Created] (SPARK-8799) OneVsRestModel should extend
ClassificationModel
Feynman Liang created SPARK-8799:
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Summary: OneVsRestModel should extend ClassificationModel
Key: SPARK-8799
URL: https://issues.apache.org/jira/browse/SPARK-8799
Project: Spark
Issue Type: Improvement
Components: ML
Reporter: Feynman Liang
Priority: Minor
Many parts of `OneVsRestModel` can be generalized to `ClassificationModel`. For example:
* `accColName` can be used to populate `ClassificationModel#predictRaw` and share implementations of `transform`
* SPARK-8092 adds `setFeaturesCol` and `setPredictionCol` which could be gotten for free through subclassing
`ClassificationModel` is the correct supertype (e.g. not `PredictionModel`) because the labels for a `OneVsRest` will always be discrete and finite.
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