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Yanbo Liang reassigned SPARK-15957:
---
Assignee: Yanbo Liang (was: Apache Spark)
> RFormula supports forcing to index label
>
Yanbo Liang created SPARK-15957:
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Summary: RFormula supports forcing to index label
Key: SPARK-15957
URL: https://issues.apache.org/jira/browse/SPARK-15957
Project: Spark
Issue Type:
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https://issues.apache.org/jira/browse/SPARK-15738?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Yanbo Liang resolved SPARK-15738.
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Resolution: Fixed
Fix Version/s: 2.0.0
> PySpark ml.feature RFormula missing string
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Yanbo Liang updated SPARK-15738:
Assignee: Bryan Cutler
> PySpark ml.feature RFormula missing string representation displaying
Yanbo Liang created SPARK-15837:
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Summary: PySpark ML Word2Vec should support maxSentenceLength
Key: SPARK-15837
URL: https://issues.apache.org/jira/browse/SPARK-15837
Project: Spark
Issue
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https://issues.apache.org/jira/browse/SPARK-9623?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=15320036#comment-15320036
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Yanbo Liang commented on SPARK-9623:
[~MechCoder] I'm not working on this, please feel free to take
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https://issues.apache.org/jira/browse/SPARK-14816?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Yanbo Liang reassigned SPARK-14816:
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Assignee: Yanbo Liang
> Update MLlib, GraphX, SparkR websites for 2.0
>
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https://issues.apache.org/jira/browse/SPARK-13590?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Yanbo Liang resolved SPARK-13590.
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Resolution: Fixed
Fix Version/s: 2.0.0
> Document the behavior of spark.ml logistic
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Yanbo Liang updated SPARK-14816:
Assignee: (was: Yanbo Liang)
> Update MLlib, GraphX, SparkR websites for 2.0
>
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https://issues.apache.org/jira/browse/SPARK-15771?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Yanbo Liang updated SPARK-15771:
Description:
Since SPARK-15617 deprecated {{precision}} in
{{MulticlassClassificationEvaluator}},
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Yanbo Liang updated SPARK-15771:
Description: Since SPARK-15617 deprecated {{precision}} in
{{MulticlassClassificationEvaluator}},
Yanbo Liang created SPARK-15771:
---
Summary: Many ML examples broken since we deprecated `precision`
in MulticlassClassificationEvaluator
Key: SPARK-15771
URL: https://issues.apache.org/jira/browse/SPARK-15771
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https://issues.apache.org/jira/browse/SPARK-14811?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=15313736#comment-15313736
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Yanbo Liang edited comment on SPARK-14811 at 6/3/16 6:39 AM:
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I think we
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https://issues.apache.org/jira/browse/SPARK-14811?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=15313736#comment-15313736
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Yanbo Liang commented on SPARK-14811:
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I think we should have {@Since} for all prams and
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https://issues.apache.org/jira/browse/SPARK-15605?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=15312129#comment-15312129
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Yanbo Liang commented on SPARK-15605:
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Yes.
> ML JavaDeveloperApiExample is broken
>
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Yanbo Liang updated SPARK-15605:
Description:
This bug is reported by
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https://issues.apache.org/jira/browse/SPARK-15684?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=15309989#comment-15309989
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Yanbo Liang edited comment on SPARK-15684 at 6/1/16 9:23 AM:
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[~wm624] Yes,
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Yanbo Liang commented on SPARK-15684:
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[~wm624] Yes, this one is similar with read.csv and write.csv.
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https://issues.apache.org/jira/browse/SPARK-15586?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Yanbo Liang resolved SPARK-15586.
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Resolution: Done
> ML 2.0 QA: Scala APIs audit for evaluation, tuning
>
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https://issues.apache.org/jira/browse/SPARK-15586?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Yanbo Liang updated SPARK-15586:
Fix Version/s: 2.0.0
> ML 2.0 QA: Scala APIs audit for evaluation, tuning
>
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Yanbo Liang commented on SPARK-15586:
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I made a pass and have not found issues should be fixed. I
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https://issues.apache.org/jira/browse/SPARK-13448?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=15305401#comment-15305401
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Yanbo Liang commented on SPARK-13448:
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Add them to the migration guide at SPARK-15643.
> Document
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Yanbo Liang updated SPARK-15643:
Issue Type: Improvement (was: Bug)
> ML 2.0 QA: migration guide update
>
Yanbo Liang created SPARK-15643:
---
Summary: ML 2.0 QA: migration guide update
Key: SPARK-15643
URL: https://issues.apache.org/jira/browse/SPARK-15643
Project: Spark
Issue Type: Bug
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https://issues.apache.org/jira/browse/SPARK-15640?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=15305297#comment-15305297
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Yanbo Liang commented on SPARK-15640:
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[~WeichenXu123] ml.linalg.Vector locates at mllib-local
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https://issues.apache.org/jira/browse/SPARK-15614?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=15304124#comment-15304124
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Yanbo Liang edited comment on SPARK-15614 at 5/27/16 2:33 PM:
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I vote -1.
*
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Yanbo Liang commented on SPARK-15614:
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I vote -1.
* The ML pipeline will firstly use feature
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Yanbo Liang commented on SPARK-14813:
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[~holdenk] Sorry for late response. I'm focused on SPARK-14811
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Yanbo Liang edited comment on SPARK-14809 at 5/27/16 9:27 AM:
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We have
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Yanbo Liang resolved SPARK-14809.
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Resolution: Fixed
> R Examples: Check for new R APIs requiring example code in 2.0
>
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Yanbo Liang commented on SPARK-14809:
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We have merged the updated MLlib's R API examples at
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https://issues.apache.org/jira/browse/SPARK-15608?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Yanbo Liang updated SPARK-15608:
Description:
Feel free to copy the document from mllib to ml for IsotonicRegression, and
update
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https://issues.apache.org/jira/browse/SPARK-15099?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=15303805#comment-15303805
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Yanbo Liang commented on SPARK-15099:
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Yes, only found two issues and linked them here.
> Audit:
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https://issues.apache.org/jira/browse/SPARK-15186?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=15303799#comment-15303799
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Yanbo Liang commented on SPARK-15186:
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I linked this to the umbrella task.
> Add user guide for
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Yanbo Liang updated SPARK-15186:
Issue Type: Sub-task (was: New Feature)
Parent: SPARK-15099
> Add user guide for
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https://issues.apache.org/jira/browse/SPARK-15608?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Yanbo Liang updated SPARK-15608:
Issue Type: Sub-task (was: Improvement)
Parent: SPARK-15099
> Add document for ML
Yanbo Liang created SPARK-15608:
---
Summary: Add document for ML IsotonicRegression
Key: SPARK-15608
URL: https://issues.apache.org/jira/browse/SPARK-15608
Project: Spark
Issue Type: Improvement
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https://issues.apache.org/jira/browse/SPARK-15572?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=15303781#comment-15303781
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Yanbo Liang commented on SPARK-15572:
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I'm glad to work on this.
> MLlib in R format: compatibility
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Yanbo Liang updated SPARK-15605:
Description:
This bug is reported by
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https://issues.apache.org/jira/browse/SPARK-15605?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Yanbo Liang updated SPARK-15605:
Description:
This bug is reported by
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https://issues.apache.org/jira/browse/SPARK-15605?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Yanbo Liang updated SPARK-15605:
Description:
This bug is reported by
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https://issues.apache.org/jira/browse/SPARK-15605?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Yanbo Liang updated SPARK-15605:
Description:
This bug is reported by
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https://issues.apache.org/jira/browse/SPARK-15605?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Yanbo Liang updated SPARK-15605:
Description:
This bug is reported by
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https://issues.apache.org/jira/browse/SPARK-15605?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Yanbo Liang updated SPARK-15605:
Description:
This bug is reported by
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https://issues.apache.org/jira/browse/SPARK-15605?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Yanbo Liang updated SPARK-15605:
Description:
This bug is reported by
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https://issues.apache.org/jira/browse/SPARK-15605?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Yanbo Liang updated SPARK-15605:
Description:
This bug is reported by
Yanbo Liang created SPARK-15605:
---
Summary: ML JavaDeveloperApiExample is broken
Key: SPARK-15605
URL: https://issues.apache.org/jira/browse/SPARK-15605
Project: Spark
Issue Type: Bug
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https://issues.apache.org/jira/browse/SPARK-15575?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=15303465#comment-15303465
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Yanbo Liang commented on SPARK-15575:
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I'm interested in this and would like to take a look.
>
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https://issues.apache.org/jira/browse/SPARK-15341?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Yanbo Liang resolved SPARK-15341.
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Resolution: Fixed
> Add documentation for `model.write` to clarify `summary` was not saved
>
Yanbo Liang created SPARK-15484:
---
Summary: Document Iteratively reweighted least squares (IRLS) in
user guide
Key: SPARK-15484
URL: https://issues.apache.org/jira/browse/SPARK-15484
Project: Spark
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https://issues.apache.org/jira/browse/SPARK-15440?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Yanbo Liang updated SPARK-15440:
Description:
CSRF prevention for REST APIs can be provided through a common servlet filter.
This
Yanbo Liang created SPARK-15440:
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Summary: Add CSRF Filter for REST APIs to Spark
Key: SPARK-15440
URL: https://issues.apache.org/jira/browse/SPARK-15440
Project: Spark
Issue Type: New Feature
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https://issues.apache.org/jira/browse/SPARK-15402?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Yanbo Liang updated SPARK-15402:
Description: Since ml.evaluation has supported save/load at Scala side,
supporting it at Python
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Yanbo Liang updated SPARK-15402:
Description: Since ml.evaluation has supported save/load at Scala side,
supporting save/load at
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Yanbo Liang updated SPARK-15402:
Description: Since ml.evaluation has supported save/load at Scala side,
supporting save/load at
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Yanbo Liang updated SPARK-15402:
Description: Since ml.evaluation has supported save/load at Scala side, we
should also make
Yanbo Liang created SPARK-15402:
---
Summary: PySpark ml.evaluation should support save/load
Key: SPARK-15402
URL: https://issues.apache.org/jira/browse/SPARK-15402
Project: Spark
Issue Type:
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https://issues.apache.org/jira/browse/SPARK-15362?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=15286433#comment-15286433
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Yanbo Liang commented on SPARK-15362:
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This is the error log of using Spark 2.0(checkout from master)
Yanbo Liang created SPARK-15362:
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Summary: Make spark.ml KMeansModel load backwards compatible
Key: SPARK-15362
URL: https://issues.apache.org/jira/browse/SPARK-15362
Project: Spark
Issue
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https://issues.apache.org/jira/browse/SPARK-15361?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Yanbo Liang updated SPARK-15361:
Priority: Minor (was: Major)
> ML 2.0 QA: Scala APIs audit for clustering
>
Yanbo Liang created SPARK-15361:
---
Summary: ML 2.0 QA: Scala APIs audit for clustering
Key: SPARK-15361
URL: https://issues.apache.org/jira/browse/SPARK-15361
Project: Spark
Issue Type:
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https://issues.apache.org/jira/browse/SPARK-15341?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Yanbo Liang updated SPARK-15341:
Summary: Add documentation for `model.write` to clarify `summary` was not
saved (was: Add
Yanbo Liang created SPARK-15341:
---
Summary: Add documentation for `write` to clarify `summary` was
not saved
Key: SPARK-15341
URL: https://issues.apache.org/jira/browse/SPARK-15341
Project: Spark
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https://issues.apache.org/jira/browse/SPARK-15339?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Yanbo Liang updated SPARK-15339:
Description: ML 2.0 QA: Scala APIs and code audit for regression (was: ML
2.0 QA: Scala APIs
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https://issues.apache.org/jira/browse/SPARK-15339?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Yanbo Liang updated SPARK-15339:
Summary: ML 2.0 QA: Scala APIs and code audit for regression (was: ML 2.0
QA: Scala APIs audit
Yanbo Liang created SPARK-15339:
---
Summary: ML 2.0 QA: Scala APIs audit for regression
Key: SPARK-15339
URL: https://issues.apache.org/jira/browse/SPARK-15339
Project: Spark
Issue Type:
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https://issues.apache.org/jira/browse/SPARK-15292?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Yanbo Liang updated SPARK-15292:
Description:
Audit Scala API for classification, almost all issues were related
Yanbo Liang created SPARK-15292:
---
Summary: ML 2.0 QA: Scala APIs audit for classification
Key: SPARK-15292
URL: https://issues.apache.org/jira/browse/SPARK-15292
Project: Spark
Issue Type:
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https://issues.apache.org/jira/browse/SPARK-14813?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=15276497#comment-15276497
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Yanbo Liang commented on SPARK-14813:
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[~holdenk] I'm not working on regression, please go ahead. I
Yanbo Liang created SPARK-15222:
---
Summary: SparkR ML examples update in 2.0
Key: SPARK-15222
URL: https://issues.apache.org/jira/browse/SPARK-15222
Project: Spark
Issue Type: Improvement
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https://issues.apache.org/jira/browse/SPARK-14420?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=15275078#comment-15275078
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Yanbo Liang commented on SPARK-14420:
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It looks like this has been resolved by SPARK-11940 . Please
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Yanbo Liang commented on SPARK-15124:
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I can contribute to part of this work and created SPARK-15177
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https://issues.apache.org/jira/browse/SPARK-15177?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=15273880#comment-15273880
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Yanbo Liang commented on SPARK-15177:
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I will work on this.
> SparkR 2.0 QA: New R APIs and API docs
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Yanbo Liang updated SPARK-15177:
Description: Audit new public R APIs in mllib.R. (was: Audit new public R
APIs for mllib.R.)
>
Yanbo Liang created SPARK-15177:
---
Summary: SparkR 2.0 QA: New R APIs and API docs for mllib.R
Key: SPARK-15177
URL: https://issues.apache.org/jira/browse/SPARK-15177
Project: Spark
Issue Type:
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https://issues.apache.org/jira/browse/SPARK-15136?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=15273717#comment-15273717
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Yanbo Liang edited comment on SPARK-15136 at 5/6/16 6:51 AM:
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For missing
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Yanbo Liang commented on SPARK-15136:
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For missing classes/methods/parameters, we can separate to
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https://issues.apache.org/jira/browse/SPARK-15163?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=15273698#comment-15273698
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Yanbo Liang commented on SPARK-15163:
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[~holdenk] I think this is the kind of thing we want to do in
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Yanbo Liang commented on SPARK-15136:
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[~holdenk] I think this is the kind of thing we want to do in
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https://issues.apache.org/jira/browse/SPARK-14809?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=15273492#comment-15273492
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Yanbo Liang commented on SPARK-14809:
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I'm glad to help this.
> R Examples: Check for new R APIs
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Yanbo Liang updated SPARK-15153:
Description:
When the label of dataset is numeric type, SparkR spark.naiveBayes will throw
error.
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https://issues.apache.org/jira/browse/SPARK-15153?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Yanbo Liang updated SPARK-15153:
Description:
When the label of dataset is numeric type, SparkR spark.naiveBayes will throw
error.
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https://issues.apache.org/jira/browse/SPARK-15153?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Yanbo Liang updated SPARK-15153:
Description:
When the label of dataset is numeric type, SparkR spark.naiveBayes will throw
error.
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https://issues.apache.org/jira/browse/SPARK-15153?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Yanbo Liang updated SPARK-15153:
Summary: SparkR spark.naiveBayes throws error when label is numeric type
(was: SparkR
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Yanbo Liang updated SPARK-15153:
Description:
When the type of label of dataset is numeric, SparkR spark.naiveBayes will
throw
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https://issues.apache.org/jira/browse/SPARK-15153?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Yanbo Liang updated SPARK-15153:
Description:
When the type of label of dataset is numeric, SparkR spark.naiveBayes will
throw
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https://issues.apache.org/jira/browse/SPARK-15153?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=15272175#comment-15272175
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Yanbo Liang commented on SPARK-15153:
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In native R, this scenario works well.
{code}
t <-
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Yanbo Liang updated SPARK-15153:
Description:
When the type of label of dataset is numeric, SparkR spark.naiveBayes will
throw
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https://issues.apache.org/jira/browse/SPARK-15153?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Yanbo Liang updated SPARK-15153:
Description:
When the type of label of dataset is numeric, SparkR spark.naiveBayes will
throw
Yanbo Liang created SPARK-15153:
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Summary: SparkR spark.naiveBayes error when label is numeric type
Key: SPARK-15153
URL: https://issues.apache.org/jira/browse/SPARK-15153
Project: Spark
Issue
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https://issues.apache.org/jira/browse/SPARK-15098?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=15270466#comment-15270466
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Yanbo Liang commented on SPARK-15098:
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I'm glad to help on this.
> Audit: ml.classification
>
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https://issues.apache.org/jira/browse/SPARK-14813?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=15270459#comment-15270459
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Yanbo Liang commented on SPARK-14813:
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I think this is a huge task and it's better we can separate it
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https://issues.apache.org/jira/browse/SPARK-15099?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=15270416#comment-15270416
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Yanbo Liang commented on SPARK-15099:
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I'm glad to help on this.
> Audit: ml.regression
>
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https://issues.apache.org/jira/browse/SPARK-14811?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=15270414#comment-15270414
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Yanbo Liang commented on SPARK-14811:
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I'm glad to help on this.
> ML, Graph 2.0 QA: API: New Scala
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https://issues.apache.org/jira/browse/SPARK-14906?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=15263660#comment-15263660
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Yanbo Liang commented on SPARK-14906:
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I'm working on another issue today, so it's better you take
Yanbo Liang created SPARK-14979:
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Summary: Add examples for GeneralizedLinearRegression
Key: SPARK-14979
URL: https://issues.apache.org/jira/browse/SPARK-14979
Project: Spark
Issue Type:
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https://issues.apache.org/jira/browse/SPARK-14831?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=15261489#comment-15261489
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Yanbo Liang commented on SPARK-14831:
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+1
> Make ML APIs in SparkR consistent
>
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https://issues.apache.org/jira/browse/SPARK-14906?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=15261487#comment-15261487
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Yanbo Liang commented on SPARK-14906:
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OK, thanks for kindly remind.
> Move VectorUDT and MatrixUDT
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https://issues.apache.org/jira/browse/SPARK-14971?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Yanbo Liang updated SPARK-14971:
Description:
PySpark ML Params setter code clean up.
For examples,
{{setInputCol}} can be
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https://issues.apache.org/jira/browse/SPARK-14971?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Yanbo Liang updated SPARK-14971:
Description:
PySpark ML Params setter code clean up.
>From
{code:none}
self._set(inputCol=value)
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