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Nick Pentreath resolved SPARK-25412.
Resolution: Not A Bug
> FeatureHasher would change the value of output feature
>
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Nick Pentreath commented on SPARK-25412:
(1) is by design. Feature hashing does not store the
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https://issues.apache.org/jira/browse/SPARK-24467?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16516861#comment-16516861
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Nick Pentreath commented on SPARK-24467:
One option is to do that same as we did for one hot
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Nick Pentreath edited comment on SPARK-24467 at 6/8/18 5:59 PM:
Yeah the
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Nick Pentreath commented on SPARK-24467:
Yeah the estimator would return a {{Model}} from
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https://issues.apache.org/jira/browse/SPARK-23265?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16366809#comment-16366809
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Nick Pentreath commented on SPARK-23265:
Thanks for the ping - yes it adds more detailed checking
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Nick Pentreath updated SPARK-23265:
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Description:
SPARK-22397 added support for multiple columns to {{QuantileDiscretizer}}. If
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https://issues.apache.org/jira/browse/SPARK-23437?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16366744#comment-16366744
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Nick Pentreath commented on SPARK-23437:
It sounds interesting - however the standard practice is
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https://issues.apache.org/jira/browse/SPARK-23377?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16362182#comment-16362182
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Nick Pentreath commented on SPARK-23377:
Should this be a blocker for 2.3? I think so since it
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https://issues.apache.org/jira/browse/SPARK-14047?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16355216#comment-16355216
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Nick Pentreath commented on SPARK-14047:
SPARK-12375 should fix that? Can you check it against
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Nick Pentreath resolved SPARK-23105.
Resolution: Resolved
Fix Version/s: 2.3.0
> Spark MLlib, GraphX 2.3 QA umbrella
>
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Nick Pentreath resolved SPARK-23110.
Resolution: Resolved
Fix Version/s: 2.3.0
> ML 2.3 QA: API: Java compatibility,
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Nick Pentreath resolved SPARK-23107.
Resolution: Fixed
Fix Version/s: 2.3.0
Issue resolved by pull request 20459
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Nick Pentreath commented on SPARK-23290:
cc [~bryanc]
> inadvertent change in handling of
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Nick Pentreath edited comment on SPARK-23110 at 1/31/18 11:34 AM:
--
Took
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Nick Pentreath edited comment on SPARK-23110 at 1/31/18 11:32 AM:
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Took
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Nick Pentreath commented on SPARK-23110:
Took a quick look through the diff.
I did pick up that
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Nick Pentreath commented on SPARK-23110:
I checked added classes from {{added_ml_class}}, all
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Nick Pentreath resolved SPARK-23111.
Resolution: Resolved
Fix Version/s: 2.3.0
> ML, Graph 2.3 QA: Update user guide for
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Nick Pentreath commented on SPARK-23111:
Went through all the new features and listed the Jira
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Nick Pentreath reassigned SPARK-23111:
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Assignee: Nick Pentreath
> ML, Graph 2.3 QA: Update user guide for new features &
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Nick Pentreath resolved SPARK-23112.
Resolution: Fixed
Fix Version/s: 2.3.0
Issue resolved by pull request 20421
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Nick Pentreath commented on SPARK-23154:
Where do we intend to put this note? In
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Nick Pentreath updated SPARK-23265:
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Description:
SPARK-22397 added support for multiple columns to {{QuantileDiscretizer}}. If
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https://issues.apache.org/jira/browse/SPARK-23265?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16344604#comment-16344604
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Nick Pentreath commented on SPARK-23265:
cc [~huaxing]
> Update multi-column error handling
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Nick Pentreath updated SPARK-23265:
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Issue Type: Improvement (was: Documentation)
> Update multi-column error handling logic in
Nick Pentreath created SPARK-23265:
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Summary: Update multi-column error handling logic in
QuantileDiscretizer
Key: SPARK-23265
URL: https://issues.apache.org/jira/browse/SPARK-23265
Project: Spark
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Nick Pentreath updated SPARK-23265:
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Description:
SPARK-22397 added support for multiple columns to {{QuantileDiscretizer}}. If
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https://issues.apache.org/jira/browse/SPARK-23138?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Nick Pentreath resolved SPARK-23138.
Resolution: Fixed
Fix Version/s: 2.3.0
Issue resolved by pull request 20332
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Nick Pentreath reassigned SPARK-23138:
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Assignee: Seth Hendrickson
> Add user guide example for multiclass logistic
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Nick Pentreath reassigned SPARK-23108:
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Assignee: Nick Pentreath
> ML, Graph 2.3 QA: API: Experimental, DeveloperApi, final,
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Nick Pentreath edited comment on SPARK-23108 at 1/29/18 12:14 PM:
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Went
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Nick Pentreath resolved SPARK-23108.
Resolution: Resolved
Fix Version/s: 2.3.0
> ML, Graph 2.3 QA: API: Experimental,
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Nick Pentreath commented on SPARK-23108:
Also checked ml {{DeveloperAPI}}, nothing to graduate
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Nick Pentreath commented on SPARK-23108:
I think at this late stage we should not open up
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Nick Pentreath commented on SPARK-23109:
Created SPARK-23256 to track {{columnSchema}} in Python
Nick Pentreath created SPARK-23256:
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Summary: Add columnSchema method to PySpark image reader
Key: SPARK-23256
URL: https://issues.apache.org/jira/browse/SPARK-23256
Project: Spark
Issue
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Nick Pentreath commented on SPARK-23109:
So [~bryanc] I think this is done then? Can you confirm?
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Nick Pentreath commented on SPARK-21866:
Ok, added SPARK-23255 to track user guide additions
>
Nick Pentreath created SPARK-23255:
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Summary: Add user guide and examples for DataFrame image reading
functions
Key: SPARK-23255
URL: https://issues.apache.org/jira/browse/SPARK-23255
Project: Spark
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Nick Pentreath updated SPARK-23107:
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Description:
Audit new public Scala APIs added to MLlib & GraphX. Take note of:
*
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Nick Pentreath updated SPARK-23227:
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Priority: Minor (was: Major)
> Add user guide entry for collecting sub models for
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Nick Pentreath updated SPARK-23254:
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Priority: Minor (was: Major)
> Add user guide entry for DataFrame multivariate summary
>
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https://issues.apache.org/jira/browse/SPARK-23127?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Nick Pentreath updated SPARK-23127:
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Priority: Minor (was: Major)
> Update FeatureHasher user guide for catCols parameter
>
Nick Pentreath created SPARK-23254:
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Summary: Add user guide entry for DataFrame multivariate summary
Key: SPARK-23254
URL: https://issues.apache.org/jira/browse/SPARK-23254
Project: Spark
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https://issues.apache.org/jira/browse/SPARK-17139?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16343155#comment-16343155
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Nick Pentreath commented on SPARK-17139:
Ok added a PR to update migration guide for {{2.3}}
>
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Nick Pentreath commented on SPARK-21866:
[~hyukjin.kwon] [~imatiach] Was any doc or examples done
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Nick Pentreath resolved SPARK-23113.
Resolution: Resolved
> Update MLlib, GraphX websites for 2.3
>
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Nick Pentreath reassigned SPARK-23113:
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Assignee: Nick Pentreath
> Update MLlib, GraphX websites for 2.3
>
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Nick Pentreath commented on SPARK-23113:
No updates to MLlib project website required for {{2.3}}
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Nick Pentreath commented on SPARK-23107:
[~felixcheung] I added SPARK-23231 (and listed it in
Nick Pentreath created SPARK-23231:
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Summary: Add doc for string indexer ordering to user guide (also
to RFormula guide)
Key: SPARK-23231
URL: https://issues.apache.org/jira/browse/SPARK-23231
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https://issues.apache.org/jira/browse/SPARK-23110?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16341009#comment-16341009
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Nick Pentreath commented on SPARK-23110:
[~WeichenXu123] any update?
> ML 2.3 QA: API: Java
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Nick Pentreath updated SPARK-22797:
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Target Version/s: 2.3.0 (was: 2.4.0)
> Add multiple column support to PySpark Bucketizer
>
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Nick Pentreath reassigned SPARK-22797:
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Assignee: zhengruifeng
> Add multiple column support to PySpark Bucketizer
>
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Nick Pentreath resolved SPARK-22797.
Resolution: Fixed
Fix Version/s: 2.3.0
Issue resolved by pull request 19892
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Nick Pentreath resolved SPARK-22799.
Resolution: Fixed
Fix Version/s: 2.3.0
Issue resolved by pull request 19993
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Nick Pentreath reassigned SPARK-22799:
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Assignee: Marco Gaido
> Bucketizer should throw exception if single- and multi-column
Nick Pentreath created SPARK-23227:
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Summary: Add user guide entry for collecting sub models for
cross-validation classes
Key: SPARK-23227
URL: https://issues.apache.org/jira/browse/SPARK-23227
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Nick Pentreath commented on SPARK-23107:
[~felixcheung] have issues been created to track the
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Nick Pentreath updated SPARK-23107:
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Affects Version/s: 2.3.0
Target Version/s: 2.3.0
> ML, Graph 2.3 QA: API: New Scala
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Nick Pentreath reassigned SPARK-23109:
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Assignee: Bryan Cutler
> ML 2.3 QA: API: Python API coverage
>
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Nick Pentreath commented on SPARK-23107:
[~yanboliang] any update on this one?
> ML, Graph 2.3
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Nick Pentreath reopened SPARK-23112:
Re-opening as breaking change in SPARK-17139 needs to be addressed
> ML, Graph 2.3 QA:
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Nick Pentreath updated SPARK-23112:
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Affects Version/s: 2.3.0
Target Version/s: 2.3.0
Fix Version/s: (was: 2.3.0)
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https://issues.apache.org/jira/browse/SPARK-23106?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16340779#comment-16340779
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Nick Pentreath commented on SPARK-23106:
Will keep this as resolved as it should be done now -
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Nick Pentreath reassigned SPARK-23106:
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Assignee: Bago Amirbekian
> ML, Graph 2.3 QA: API: Binary incompatible changes
>
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Nick Pentreath commented on SPARK-23106:
I've audited all the other ML-related MiMa exclusions
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Nick Pentreath commented on SPARK-23106:
SPARK-17139 breaks binary compat, I've commented there
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Nick Pentreath commented on SPARK-17139:
So, in terms of binary compat, the change itself here
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Nick Pentreath commented on SPARK-23109:
[~bryanc] can you add a Jira for adding {{columnSchema}}
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Nick Pentreath updated SPARK-22799:
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Target Version/s: 2.3.0 (was: 2.4.0)
> Bucketizer should throw exception if single- and
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Nick Pentreath updated SPARK-23106:
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Affects Version/s: 2.3.0
Target Version/s: 2.3.0
> ML, Graph 2.3 QA: API: Binary
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Nick Pentreath commented on SPARK-23106:
Thanks [~bago.amirbekian]. However, running MiMa is not
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Nick Pentreath updated SPARK-23109:
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Affects Version/s: 2.3.0
Target Version/s: 2.3.0
> ML 2.3 QA: API: Python API coverage
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https://issues.apache.org/jira/browse/SPARK-23163?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Nick Pentreath reassigned SPARK-23163:
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Assignee: Bryan Cutler
> Sync Python ML API docs with Scala
>
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Nick Pentreath resolved SPARK-23163.
Resolution: Fixed
Fix Version/s: 2.3.0
> Sync Python ML API docs with Scala
>
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Nick Pentreath updated SPARK-22799:
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Priority: Blocker (was: Major)
> Bucketizer should throw exception if single- and
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https://issues.apache.org/jira/browse/SPARK-23112?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Nick Pentreath reassigned SPARK-23112:
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Assignee: Nick Pentreath
> ML, Graph 2.3 QA: Programming guide update and migration
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Nick Pentreath resolved SPARK-23112.
Resolution: Fixed
Fix Version/s: 2.3.0
Issue resolved by pull request 20363
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Nick Pentreath resolved SPARK-22735.
Resolution: Fixed
Fix Version/s: 2.3.0
> Add VectorSizeHint to ML features
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https://issues.apache.org/jira/browse/SPARK-23112?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16335821#comment-16335821
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Nick Pentreath commented on SPARK-23112:
{{OneHotEncoder}} is the only deprecation I can see -
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https://issues.apache.org/jira/browse/SPARK-23105?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16335526#comment-16335526
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Nick Pentreath commented on SPARK-23105:
Certain of the ML QA sub-tasks are marked {{Blocker}} -
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https://issues.apache.org/jira/browse/SPARK-13964?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16334599#comment-16334599
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Nick Pentreath commented on SPARK-13964:
Yes, that's certainly something I'd like to see added to
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https://issues.apache.org/jira/browse/SPARK-23154?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16332252#comment-16332252
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Nick Pentreath commented on SPARK-23154:
SGTM
> Document backwards compatibility guarantees for
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https://issues.apache.org/jira/browse/SPARK-23048?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Nick Pentreath reassigned SPARK-23048:
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Assignee: Liang-Chi Hsieh
> Update mllib docs to replace OneHotEncoder with
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Nick Pentreath resolved SPARK-23048.
Resolution: Fixed
Fix Version/s: 2.3.0
Issue resolved by pull request 20257
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https://issues.apache.org/jira/browse/SPARK-23127?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Nick Pentreath resolved SPARK-23127.
Resolution: Fixed
Fix Version/s: 2.3.0
Issue resolved by pull request 20293
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https://issues.apache.org/jira/browse/SPARK-23127?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Nick Pentreath reassigned SPARK-23127:
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Assignee: Nick Pentreath
> Update FeatureHasher user guide for catCols parameter
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https://issues.apache.org/jira/browse/SPARK-23127?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Nick Pentreath updated SPARK-23127:
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Description: SPARK-22801 added the {{categoricalCols}} parameter and
updated the Scala and
Nick Pentreath created SPARK-23127:
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Summary: Update FeatureHasher user guide for catCols parameter
Key: SPARK-23127
URL: https://issues.apache.org/jira/browse/SPARK-23127
Project: Spark
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https://issues.apache.org/jira/browse/SPARK-23060?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16326866#comment-16326866
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Nick Pentreath commented on SPARK-23060:
I agree I don't see enough of a compelling case for
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https://issues.apache.org/jira/browse/SPARK-21108?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Nick Pentreath resolved SPARK-21108.
Resolution: Fixed
> convert LinearSVC to aggregator framework
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https://issues.apache.org/jira/browse/SPARK-21856?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Nick Pentreath reassigned SPARK-21856:
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Assignee: Chunsheng Ji
> Update Python API for MultilayerPerceptronClassifierModel
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https://issues.apache.org/jira/browse/SPARK-21856?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Nick Pentreath reassigned SPARK-21856:
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Assignee: (was: Weichen Xu)
> Update Python API for
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https://issues.apache.org/jira/browse/SPARK-21856?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Nick Pentreath reassigned SPARK-21856:
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Assignee: Weichen Xu
> Update Python API for MultilayerPerceptronClassifierModel
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https://issues.apache.org/jira/browse/SPARK-21856?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Nick Pentreath resolved SPARK-21856.
Resolution: Fixed
> Update Python API for MultilayerPerceptronClassifierModel
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https://issues.apache.org/jira/browse/SPARK-22943?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16326151#comment-16326151
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Nick Pentreath commented on SPARK-22943:
Does the new estimator & model version of OHE solve this
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https://issues.apache.org/jira/browse/SPARK-22993?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Nick Pentreath resolved SPARK-22993.
Resolution: Fixed
> checkpointInterval param doc should be clearer
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https://issues.apache.org/jira/browse/SPARK-22993?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Nick Pentreath reassigned SPARK-22993:
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Assignee: Seth Hendrickson
> checkpointInterval param doc should be clearer
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