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Yanbo Liang resolved SPARK-21285.
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Resolution: Fixed
Fix Version/s: 2.3.0
> VectorAssembler should report the column name whe
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Yanbo Liang reassigned SPARK-21285:
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Assignee: Yan Facai (颜发才)
> VectorAssembler should report the column name when data type use
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Yanbo Liang resolved SPARK-21310.
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Resolution: Fixed
Assignee: Wayne Zhang
Fix Version/s: 2.3.0
> Add offset to PySp
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Yanbo Liang commented on SPARK-21305:
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{quote}
For example, for the ALS recommendForA
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Yanbo Liang resolved SPARK-19852.
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Resolution: Fixed
Fix Version/s: 2.3.0
> StringIndexer.setHandleInvalid should have anothe
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Yanbo Liang commented on SPARK-20602:
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I'd like to shepherd this task and target this
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Yanbo Liang updated SPARK-20602:
Shepherd: Yanbo Liang
Target Version/s: 2.3.0
> Adding LBFGS optimizer and Squared_hing
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Yanbo Liang reassigned SPARK-20602:
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Assignee: yuhao yang
> Adding LBFGS optimizer and Squared_hinge loss for LinearSVC
> ---
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Yanbo Liang resolved SPARK-21275.
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Resolution: Fixed
Assignee: Wayne Zhang
Fix Version/s: 2.3.0
> Update GLM test to
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Yanbo Liang resolved SPARK-18710.
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Resolution: Fixed
Fix Version/s: 2.3.0
Target Version/s: 2.3.0
> Add offset to G
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Yanbo Liang resolved SPARK-14657.
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Resolution: Fixed
Fix Version/s: 2.3.0
> RFormula output wrong features when formula w/o i
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Yanbo Liang reassigned SPARK-19852:
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Assignee: Vincent
> StringIndexer.setHandleInvalid should have another option 'new': Python
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Yanbo Liang reassigned SPARK-19866:
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Assignee: Xin Ren
> Add local version of Word2Vec findSynonyms for spark.ml: Python API
> --
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Yanbo Liang commented on SPARK-21152:
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[~sethah] I'm a little pessimistic on this. Fr
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Yanbo Liang commented on SPARK-21152:
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[~sethah] This is an interesting topic, thanks
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Yanbo Liang updated SPARK-20899:
Component/s: ML
> PySpark supports stringIndexerOrderType in RFormula
> ---
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Yanbo Liang resolved SPARK-20899.
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Resolution: Fixed
Assignee: Wayne Zhang
Fix Version/s: 2.3.0
> PySpark supports s
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Yanbo Liang resolved SPARK-14659.
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Resolution: Fixed
Target Version/s: 2.3.0
> OneHotEncoder support drop first category a
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Yanbo Liang resolved SPARK-20768.
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Resolution: Fixed
Fix Version/s: 2.2.0
> PySpark FPGrowth does not expose numPartitions (e
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Yanbo Liang resolved SPARK-20862.
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Resolution: Fixed
Fix Version/s: 2.2.0
2.1.2
2.0.3
>
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Yanbo Liang reassigned SPARK-20862:
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Assignee: Bago Amirbekian
> LogisticRegressionModel throws TypeError
> -
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Yanbo Liang reassigned SPARK-20768:
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Assignee: Yan Facai (颜发才)
> PySpark FPGrowth does not expose numPartitions (expert) param
>
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Yanbo Liang commented on SPARK-20764:
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[~peng.m...@intel.com] Feel free to supplement
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Yanbo Liang resolved SPARK-20764.
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Resolution: Fixed
Assignee: Peng Meng
Fix Version/s: 2.2.0
> Fix visibility discr
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Yanbo Liang commented on SPARK-20764:
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[~peng.m...@intel.com] We have test code for m
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Yanbo Liang reassigned SPARK-20097:
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Assignee: Benjamin Fradet
> Fix visibility discrepancy with numInstances and degreesOfFreedo
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Yanbo Liang updated SPARK-14659:
Shepherd: Yanbo Liang
Affects Version/s: 2.2.0
Fix Version/s: 2.3.0
> OneHotEn
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Yanbo Liang reassigned SPARK-14659:
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Assignee: Wayne Zhang
> OneHotEncoder support drop first category alphabetically in the enco
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Yanbo Liang updated SPARK-14657:
Affects Version/s: 2.2.0
Target Version/s: 2.3.0
> RFormula output wrong features when formula
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Yanbo Liang edited comment on SPARK-20810 at 5/19/17 12:02 PM:
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Yanbo Liang commented on SPARK-20810:
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[~srowen] Thanks for your comments. I'm sure b
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Yanbo Liang updated SPARK-20810:
Description:
Fitting with SVM classification model on the same dataset, ML {{LinearSVC}}
produces
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Yanbo Liang updated SPARK-20810:
Description:
Fitting with SVM classification model on the same dataset, ML {{LinearSVC}}
produces
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Yanbo Liang updated SPARK-20810:
Description:
Fitting with SVM classification model on the same dataset, ML {{LinearSVC}}
produces
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Yanbo Liang updated SPARK-20810:
Description:
Fitting with SVM classification model on the same dataset, ML {{LinearSVC}}
produces
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Yanbo Liang commented on SPARK-20810:
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cc [~josephkb] [~yuhaoyan]
> ML LinearSVC vs
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Yanbo Liang updated SPARK-20810:
Description:
Fitting with SVM classification model on the same dataset, ML {{LinearSVC}}
produces
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Yanbo Liang updated SPARK-20810:
Description:
Fitting with SVM classification model on the same dataset, ML {{LinearSVC}}
produces
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Yanbo Liang updated SPARK-20810:
Description:
Fitting with SVM classification model on the same dataset, ML {{LinearSVC}}
produces
Yanbo Liang created SPARK-20810:
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Summary: ML LinearSVC vs MLlib SVMWithSGD output different solution
Key: SPARK-20810
URL: https://issues.apache.org/jira/browse/SPARK-20810
Project: Spark
Issu
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Yanbo Liang commented on SPARK-20506:
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+1 [~mlnick] Adding section "Highlights in thi
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Yanbo Liang updated SPARK-3181:
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Affects Version/s: 2.2.0
Target Version/s: 2.3.0
> Add Robust Regression Algorithm with Huber Est
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Yanbo Liang commented on SPARK-3181:
[~mlnick] Yeah, the Breeze bug has been fixed. I
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Yanbo Liang edited comment on SPARK-3181 at 5/18/17 4:49 AM:
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Yanbo Liang resolved SPARK-20505.
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Resolution: Fixed
Fix Version/s: 2.2.0
> ML, Graph 2.2 QA: Update user guide for new featu
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Yanbo Liang resolved SPARK-20707.
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Resolution: Fixed
Fix Version/s: 2.2.0
> ML deprecated APIs should be removed in major rel
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Yanbo Liang commented on SPARK-20501:
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All of the classes you mentioned have been rev
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Yanbo Liang resolved SPARK-20669.
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Resolution: Fixed
Fix Version/s: 2.2.0
> LogisticRegression family should be case insensit
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Yanbo Liang reassigned SPARK-20669:
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Assignee: zhengruifeng
> LogisticRegression family should be case insensitive
> ---
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Yanbo Liang updated SPARK-20707:
Description:
Before 2.2, MLlib always keep to remove APIs deprecated in last feature/minor
release
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Yanbo Liang reassigned SPARK-20707:
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Assignee: Yanbo Liang
> ML deprecated APIs should be removed in major release.
> ---
Yanbo Liang created SPARK-20707:
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Summary: ML deprecated APIs should be removed in major release.
Key: SPARK-20707
URL: https://issues.apache.org/jira/browse/SPARK-20707
Project: Spark
Issue Ty
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Yanbo Liang reassigned SPARK-20631:
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Assignee: Maciej Szymkiewicz
> LogisticRegression._checkThresholdConsistency should use valu
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Yanbo Liang resolved SPARK-20631.
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Resolution: Fixed
Fix Version/s: 2.2.0
2.1.2
2.0.3
>
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Yanbo Liang reassigned SPARK-20502:
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Assignee: yuhao yang
> ML, Graph 2.2 QA: API: Experimental, DeveloperApi, final, sealed audi
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Yanbo Liang commented on SPARK-20505:
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I'm starting to work on this task.
> ML, Grap
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Yanbo Liang reassigned SPARK-20505:
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Assignee: Yanbo Liang
> ML, Graph 2.2 QA: Update user guide for new features & APIs
> --
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Yanbo Liang resolved SPARK-20606.
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Resolution: Fixed
Fix Version/s: 2.2.0
> ML 2.2 QA: Remove deprecated methods for ML
> ---
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Yanbo Liang reassigned SPARK-20606:
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Assignee: Yanbo Liang
> ML 2.2 QA: Remove deprecated methods for ML
> --
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Yanbo Liang updated SPARK-20606:
Component/s: (was: MLlib)
> ML 2.2 QA: Remove deprecated methods for ML
> -
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Yanbo Liang updated SPARK-20606:
Description: Remove ML methods we deprecated in 2.1. (was: Remove
deprecated methods for ML.)
> M
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Yanbo Liang updated SPARK-20606:
Description: Remove deprecated methods for ML.
> ML 2.2 QA: Remove deprecated methods for ML
>
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Yanbo Liang updated SPARK-20606:
Summary: ML 2.2 QA: Remove deprecated methods for ML (was: ML 2.2 QA:
Remove deprecated methods fo
Yanbo Liang created SPARK-20606:
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Summary: ML 2.2 QA: Remove deprecated methods for ML/MLlib
Key: SPARK-20606
URL: https://issues.apache.org/jira/browse/SPARK-20606
Project: Spark
Issue Type: I
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Yanbo Liang closed SPARK-20574.
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Resolution: Fixed
Fix Version/s: 2.2.0
> Allow Bucketizer to handle non-Double column
> --
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Yanbo Liang reassigned SPARK-20574:
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Shepherd: Yanbo Liang
Assignee: Wayne Zhang
> Allow Bucketizer to handle non-Double colu
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Yanbo Liang commented on SPARK-20501:
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I'm starting this work. Thanks.
> ML, Graph 2
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Yanbo Liang reassigned SPARK-20501:
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Assignee: Yanbo Liang
> ML, Graph 2.2 QA: API: New Scala APIs, docs
> --
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Yanbo Liang resolved SPARK-18901.
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Resolution: Fixed
Assignee: Miao Wang
Fix Version/s: 2.2.0
> Require in LR Logist
Yanbo Liang created SPARK-20449:
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Summary: Upgrade breeze version to 0.13.1
Key: SPARK-20449
URL: https://issues.apache.org/jira/browse/SPARK-20449
Project: Spark
Issue Type: Improvement
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Yanbo Liang commented on SPARK-3181:
[~josephkb] This is still active, I'm struggling
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Yanbo Liang updated SPARK-3181:
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Target Version/s: (was: 2.2.0)
> Add Robust Regression Algorithm with Huber Estimator
>
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Yanbo Liang updated SPARK-19925:
Fix Version/s: 2.1.1
> SparkR spark.getSparkFiles fails on executor
> -
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Yanbo Liang resolved SPARK-19925.
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Resolution: Fixed
> SparkR spark.getSparkFiles fails on executor
> --
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Yanbo Liang updated SPARK-19925:
Target Version/s: 2.2.0
Fix Version/s: 2.2.0
> SparkR spark.getSparkFiles fails on executor
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Yanbo Liang reassigned SPARK-19925:
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Assignee: Yanbo Liang
> SparkR spark.getSparkFiles fails on executor
> -
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Yanbo Liang edited comment on SPARK-17136 at 3/21/17 3:22 PM:
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Yanbo Liang edited comment on SPARK-17136 at 3/21/17 3:18 PM:
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Yanbo Liang edited comment on SPARK-17136 at 3/21/17 3:17 PM:
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Yanbo Liang edited comment on SPARK-17136 at 3/21/17 3:17 PM:
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Yanbo Liang commented on SPARK-17136:
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[~sethah] Thanks for the design doc.
One quick
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Yanbo Liang reassigned SPARK-12664:
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Assignee: Weichen Xu (was: Yanbo Liang)
> Expose raw prediction scores in MultilayerPercept
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https://issues.apache.org/jira/browse/SPARK-20029?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Yanbo Liang updated SPARK-20029:
Shepherd: DB Tsai
> LiR supports bound constrained optimization
> -
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https://issues.apache.org/jira/browse/SPARK-20029?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Yanbo Liang updated SPARK-20029:
Description:
MLlib {{LinearRegression}} should support bound constrained optimization. Users
can a
Yanbo Liang created SPARK-20029:
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Summary: LiR supports bound constrained optimization
Key: SPARK-20029
URL: https://issues.apache.org/jira/browse/SPARK-20029
Project: Spark
Issue Type: Improve
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https://issues.apache.org/jira/browse/SPARK-20029?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Yanbo Liang updated SPARK-20029:
Description:
MLlib {{LinearRegression}} should support bound constrained optimization. Users
can a
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https://issues.apache.org/jira/browse/SPARK-12664?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Yanbo Liang updated SPARK-12664:
Target Version/s: (was: 2.2.0)
> Expose raw prediction scores in MultilayerPerceptronClassificati
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https://issues.apache.org/jira/browse/SPARK-19925?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=15906569#comment-15906569
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Yanbo Liang commented on SPARK-19925:
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cc [~felixcheung] [~shivaram] [~sunrui]
> Spa
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https://issues.apache.org/jira/browse/SPARK-19925?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=15906469#comment-15906469
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Yanbo Liang edited comment on SPARK-19925 at 3/12/17 9:32 AM:
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Yanbo Liang commented on SPARK-19925:
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The error was caused by {{spark.getSparkFiles}
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https://issues.apache.org/jira/browse/SPARK-19925?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Yanbo Liang updated SPARK-19925:
Description:
SparkR function {{spark.getSparkFiles}} fails when it was called on executors.
For ex
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https://issues.apache.org/jira/browse/SPARK-19925?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Yanbo Liang updated SPARK-19925:
Attachment: error-log
> SparkR spark.getSparkFiles fails on executor
>
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https://issues.apache.org/jira/browse/SPARK-19925?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Yanbo Liang updated SPARK-19925:
Description:
SparkR function {{spark.getSparkFiles}} fails when it was called on executors.
For ex
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https://issues.apache.org/jira/browse/SPARK-19925?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Yanbo Liang updated SPARK-19925:
Description:
SparkR function {{spark.getSparkFiles}} fails when it was called on executors.
For ex
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https://issues.apache.org/jira/browse/SPARK-19925?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Yanbo Liang updated SPARK-19925:
Description:
SparkR function {{spark.getSparkFiles}} fails when it was called on executors.
For ex
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https://issues.apache.org/jira/browse/SPARK-19925?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Yanbo Liang updated SPARK-19925:
Description:
{code}
spark.addFile("./README.md")
seq <- seq(from = 1, to = 10, length.out = 5)
trai
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https://issues.apache.org/jira/browse/SPARK-19925?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Yanbo Liang updated SPARK-19925:
Description:
{code}
spark.addFile("./README.md")
seq <- seq(from = 1, to = 10, length.out = 5)
trai
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https://issues.apache.org/jira/browse/SPARK-19925?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Yanbo Liang updated SPARK-19925:
Description:
{code}
spark.addFile("./README.md")
seq <- seq(from = 1, to = 10, length.out = 5)
trai
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https://issues.apache.org/jira/browse/SPARK-19925?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Yanbo Liang updated SPARK-19925:
Description:
{code}
spark.addFile("./README.md")
seq <- seq(from = 1, to = 10, length.out = 5)
trai
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https://issues.apache.org/jira/browse/SPARK-19925?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Yanbo Liang updated SPARK-19925:
Summary: SparkR spark.getSparkFiles fails on executor (was: SparkR
spark.getSparkFiles fails in ex
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