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Posted to issues@spark.apache.org by "Joseph K. Bradley (JIRA)" <ji...@apache.org> on 2014/12/10 20:55:12 UTC
[jira] [Updated] (SPARK-3702) Standardize MLlib classes for
learners, models
[ https://issues.apache.org/jira/browse/SPARK-3702?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ]
Joseph K. Bradley updated SPARK-3702:
-------------------------------------
Description:
Summary: Create a class hierarchy for learning algorithms and the models those algorithms produce.
This is a super-task of several sub-tasks (but JIRA does not allow subtasks of subtasks). See the "depends on" links below for subtasks.
Goals:
* give intuitive structure to API, both for developers and for generated documentation
* support meta-algorithms (e.g., boosting)
* support generic functionality (e.g., evaluation)
* reduce code duplication across classes
[Design doc for class hierarchy | https://docs.google.com/document/d/1I-8PD0DSLEZzzXURYZwmqAFn_OMBc08hgDL1FZnVBmw/]
was:
Summary: Create a class hierarchy for learning algorithms and the models those algorithms produce.
Goals:
* give intuitive structure to API, both for developers and for generated documentation
* support meta-algorithms (e.g., boosting)
* support generic functionality (e.g., evaluation)
* reduce code duplication across classes
[Design doc for class hierarchy | https://docs.google.com/document/d/1I-8PD0DSLEZzzXURYZwmqAFn_OMBc08hgDL1FZnVBmw/]
> Standardize MLlib classes for learners, models
> ----------------------------------------------
>
> Key: SPARK-3702
> URL: https://issues.apache.org/jira/browse/SPARK-3702
> Project: Spark
> Issue Type: Sub-task
> Components: MLlib
> Reporter: Joseph K. Bradley
> Assignee: Joseph K. Bradley
> Priority: Blocker
>
> Summary: Create a class hierarchy for learning algorithms and the models those algorithms produce.
> This is a super-task of several sub-tasks (but JIRA does not allow subtasks of subtasks). See the "depends on" links below for subtasks.
> Goals:
> * give intuitive structure to API, both for developers and for generated documentation
> * support meta-algorithms (e.g., boosting)
> * support generic functionality (e.g., evaluation)
> * reduce code duplication across classes
> [Design doc for class hierarchy | https://docs.google.com/document/d/1I-8PD0DSLEZzzXURYZwmqAFn_OMBc08hgDL1FZnVBmw/]
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