[jira] [Comment Edited] (SPARK-15572) MLlib in R format: compatibility with other languages

[ https://issues.apache.org/jira/browse/SPARK-15572?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=15740967#comment-15740967 ] Yanbo Liang edited comment on SPARK-15572 at 12/12/16 4:50 AM: --- Sure,

[jira] [Commented] (SPARK-15572) MLlib in R format: compatibility with other languages

[ https://issues.apache.org/jira/browse/SPARK-15572?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=15740967#comment-15740967 ] Yanbo Liang commented on SPARK-15572: - Sure, that great. I updated me as the shepherd. > MLlib in R

[jira] [Resolved] (SPARK-18325) SparkR 2.1 QA: Check for new R APIs requiring example code

[ https://issues.apache.org/jira/browse/SPARK-18325?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yanbo Liang resolved SPARK-18325. - Resolution: Fixed Fix Version/s: 2.1.1 > SparkR 2.1 QA: Check for new R APIs requiring

[jira] [Commented] (SPARK-18325) SparkR 2.1 QA: Check for new R APIs requiring example code

[ https://issues.apache.org/jira/browse/SPARK-18325?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=15740943#comment-15740943 ] Yanbo Liang commented on SPARK-18325: - Since PR 16148 has been merged, I think we can resolve this

[jira] [Resolved] (SPARK-18326) SparkR 2.1 QA: New R APIs and API docs

[ https://issues.apache.org/jira/browse/SPARK-18326?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yanbo Liang resolved SPARK-18326. - Resolution: Fixed Fix Version/s: 2.1.0 > SparkR 2.1 QA: New R APIs and API docs >

[jira] [Assigned] (SPARK-18326) SparkR 2.1 QA: New R APIs and API docs

[ https://issues.apache.org/jira/browse/SPARK-18326?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yanbo Liang reassigned SPARK-18326: --- Assignee: Yanbo Liang > SparkR 2.1 QA: New R APIs and API docs >

[jira] [Resolved] (SPARK-18705) Docs for one-pass solver for linear regression with L1 and elastic-net penalties

[ https://issues.apache.org/jira/browse/SPARK-18705?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yanbo Liang resolved SPARK-18705. - Resolution: Fixed Fix Version/s: 2.1.0 > Docs for one-pass solver for linear regression

[jira] [Resolved] (SPARK-18686) Several cleanup and improvements for spark.logit

[ https://issues.apache.org/jira/browse/SPARK-18686?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yanbo Liang resolved SPARK-18686. - Resolution: Fixed Fix Version/s: 2.1.0 > Several cleanup and improvements for spark.logit

[jira] [Assigned] (SPARK-18686) Several cleanup and improvements for spark.logit

[ https://issues.apache.org/jira/browse/SPARK-18686?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yanbo Liang reassigned SPARK-18686: --- Assignee: Yanbo Liang > Several cleanup and improvements for spark.logit >

[jira] [Updated] (SPARK-18705) Docs for one-pass solver for linear regression with L1 and elastic-net penalties

[ https://issues.apache.org/jira/browse/SPARK-18705?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yanbo Liang updated SPARK-18705: Shepherd: Yanbo Liang Assignee: Seth Hendrickson > Docs for one-pass solver for linear

[jira] [Commented] (SPARK-18326) SparkR 2.1 QA: New R APIs and API docs

[ https://issues.apache.org/jira/browse/SPARK-18326?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=15725135#comment-15725135 ] Yanbo Liang commented on SPARK-18326: - [~josephkb] I made a quick pass for new ML wrapper APIs which

[jira] [Assigned] (SPARK-18326) SparkR 2.1 QA: New R APIs and API docs

[ https://issues.apache.org/jira/browse/SPARK-18326?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yanbo Liang reassigned SPARK-18326: --- Assignee: Yanbo Liang > SparkR 2.1 QA: New R APIs and API docs >

[jira] [Updated] (SPARK-18326) SparkR 2.1 QA: New R APIs and API docs

[ https://issues.apache.org/jira/browse/SPARK-18326?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yanbo Liang updated SPARK-18326: Assignee: (was: Yanbo Liang) > SparkR 2.1 QA: New R APIs and API docs >

[jira] [Assigned] (SPARK-18325) SparkR 2.1 QA: Check for new R APIs requiring example code

[ https://issues.apache.org/jira/browse/SPARK-18325?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yanbo Liang reassigned SPARK-18325: --- Assignee: Yanbo Liang > SparkR 2.1 QA: Check for new R APIs requiring example code >

[jira] [Resolved] (SPARK-18279) ML programming guide should have R examples

[ https://issues.apache.org/jira/browse/SPARK-18279?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yanbo Liang resolved SPARK-18279. - Resolution: Fixed Assignee: Yanbo Liang Fix Version/s: 2.1.0 > ML programming

[jira] [Resolved] (SPARK-18625) OneVsRestModel should support setFeaturesCol and setPredictionCol

[ https://issues.apache.org/jira/browse/SPARK-18625?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yanbo Liang resolved SPARK-18625. - Resolution: Fixed Assignee: zhengruifeng Fix Version/s: 2.1.0 > OneVsRestModel

[jira] [Commented] (SPARK-18322) ML, Graph 2.1 QA: Update user guide for new features & APIs

[ https://issues.apache.org/jira/browse/SPARK-18322?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=15719982#comment-15719982 ] Yanbo Liang commented on SPARK-18322: - I have checked major changes during this release cycle, and

[jira] [Commented] (SPARK-18705) Docs for one-pass solver for linear regression with L1 and elastic-net penalties

[ https://issues.apache.org/jira/browse/SPARK-18705?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=15719964#comment-15719964 ] Yanbo Liang commented on SPARK-18705: - [~sethah] Do you have time to work on this? Thanks. > Docs

[jira] [Created] (SPARK-18705) Docs for one-pass solver for linear regression with L1 and elastic-net penalties

Yanbo Liang created SPARK-18705: --- Summary: Docs for one-pass solver for linear regression with L1 and elastic-net penalties Key: SPARK-18705 URL: https://issues.apache.org/jira/browse/SPARK-18705

[jira] [Updated] (SPARK-18705) Docs for one-pass solver for linear regression with L1 and elastic-net penalties

[ https://issues.apache.org/jira/browse/SPARK-18705?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yanbo Liang updated SPARK-18705: Description: Add document for SPARK-17748 at [{{Normal equation solver for weighted least

[jira] [Assigned] (SPARK-18322) ML, Graph 2.1 QA: Update user guide for new features & APIs

[ https://issues.apache.org/jira/browse/SPARK-18322?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yanbo Liang reassigned SPARK-18322: --- Assignee: Yanbo Liang > ML, Graph 2.1 QA: Update user guide for new features & APIs >

[jira] [Updated] (SPARK-18618) SparkR model predict should support type as a argument

[ https://issues.apache.org/jira/browse/SPARK-18618?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yanbo Liang updated SPARK-18618: Target Version/s: 2.2.0 > SparkR model predict should support type as a argument >

[jira] [Updated] (SPARK-18618) SparkR model predict should support type as a argument

[ https://issues.apache.org/jira/browse/SPARK-18618?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yanbo Liang updated SPARK-18618: Labels: 2.2.0 (was: ) > SparkR model predict should support type as a argument >

[jira] [Commented] (SPARK-18618) SparkR model predict should support type as a argument

[ https://issues.apache.org/jira/browse/SPARK-18618?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=15714580#comment-15714580 ] Yanbo Liang commented on SPARK-18618: - [~josephkb] This can not catch 2.1, so I reverted SPARK-18291

[jira] [Comment Edited] (SPARK-18291) SparkR glm predict should output original label when family = "binomial"

[ https://issues.apache.org/jira/browse/SPARK-18291?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=15714572#comment-15714572 ] Yanbo Liang edited comment on SPARK-18291 at 12/2/16 9:22 AM: -- Yeah, I

[jira] [Updated] (SPARK-18291) SparkR glm predict should output original label when family = "binomial"

[ https://issues.apache.org/jira/browse/SPARK-18291?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yanbo Liang updated SPARK-18291: Target Version/s: 2.2.0 (was: 2.1.0) > SparkR glm predict should output original label when

[jira] [Updated] (SPARK-18291) SparkR glm predict should output original label when family = "binomial"

[ https://issues.apache.org/jira/browse/SPARK-18291?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yanbo Liang updated SPARK-18291: Fix Version/s: (was: 2.1.0) > SparkR glm predict should output original label when family =

[jira] [Commented] (SPARK-18291) SparkR glm predict should output original label when family = "binomial"

[ https://issues.apache.org/jira/browse/SPARK-18291?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=15714572#comment-15714572 ] Yanbo Liang commented on SPARK-18291: - Yeah, I totally agree Option 3. I send

[jira] [Reopened] (SPARK-18291) SparkR glm predict should output original label when family = "binomial"

[ https://issues.apache.org/jira/browse/SPARK-18291?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yanbo Liang reopened SPARK-18291: - > SparkR glm predict should output original label when family = "binomial" >

[jira] [Updated] (SPARK-18686) Several cleanup and improvements for spark.logit

[ https://issues.apache.org/jira/browse/SPARK-18686?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yanbo Liang updated SPARK-18686: Description: Several cleanup and improvements for {{spark.logit}}: * {{summary}} should return

[jira] [Updated] (SPARK-18686) Several cleanup and improvements for spark.logit

[ https://issues.apache.org/jira/browse/SPARK-18686?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yanbo Liang updated SPARK-18686: Description: Several cleanup and improvements for {{spark.logit}}: * {{summary}} should return

[jira] [Updated] (SPARK-18686) Several cleanup and improvements for spark.logit

[ https://issues.apache.org/jira/browse/SPARK-18686?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yanbo Liang updated SPARK-18686: Description: Several cleanup and improvements for {{spark.logit}}: * {{summary}} should return

[jira] [Updated] (SPARK-18686) Several cleanup and improvements for spark.logit

[ https://issues.apache.org/jira/browse/SPARK-18686?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yanbo Liang updated SPARK-18686: Description: Several cleanup and improvements for {{spark.logit}}: * {{summary}} should return

[jira] [Updated] (SPARK-18686) Several cleanup and improvements for spark.logit

[ https://issues.apache.org/jira/browse/SPARK-18686?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yanbo Liang updated SPARK-18686: Description: Several cleanup and improvements for {{spark.logit}}: * {{summary}} should return

[jira] [Updated] (SPARK-18686) Several cleanup and improvements for spark.logit

[ https://issues.apache.org/jira/browse/SPARK-18686?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yanbo Liang updated SPARK-18686: Description: Several cleanup and improvements for {{spark.logit}}: * {{summary}} should return

[jira] [Updated] (SPARK-18686) Several cleanup and improvements for spark.logit

[ https://issues.apache.org/jira/browse/SPARK-18686?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yanbo Liang updated SPARK-18686: Description: Several cleanup and improvements for {{spark.logit}}: * {{summary}} should return

[jira] [Created] (SPARK-18686) Several cleanup and improvements for spark.logit

Yanbo Liang created SPARK-18686: --- Summary: Several cleanup and improvements for spark.logit Key: SPARK-18686 URL: https://issues.apache.org/jira/browse/SPARK-18686 Project: Spark Issue Type:

[jira] [Resolved] (SPARK-18476) SparkR Logistic Regression should should support output original label.

[ https://issues.apache.org/jira/browse/SPARK-18476?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yanbo Liang resolved SPARK-18476. - Resolution: Fixed Assignee: Miao Wang Fix Version/s: 2.1.0 > SparkR Logistic

[jira] [Resolved] (SPARK-17692) Document ML/MLlib behavior changes in Spark 2.1

[ https://issues.apache.org/jira/browse/SPARK-17692?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yanbo Liang resolved SPARK-17692. - Resolution: Fixed Fix Version/s: 2.1.0 > Document ML/MLlib behavior changes in Spark 2.1

[jira] [Commented] (SPARK-17692) Document ML/MLlib behavior changes in Spark 2.1

[ https://issues.apache.org/jira/browse/SPARK-17692?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=15707665#comment-15707665 ] Yanbo Liang commented on SPARK-17692: - All behavior changes has been documented in the PR of

[jira] [Resolved] (SPARK-15819) Add KMeanSummary in KMeans of PySpark

[ https://issues.apache.org/jira/browse/SPARK-15819?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yanbo Liang resolved SPARK-15819. - Resolution: Fixed Fix Version/s: 2.2.0 2.1.1 > Add KMeanSummary in

[jira] [Comment Edited] (SPARK-18618) SparkR model predict should support type as a argument

[ https://issues.apache.org/jira/browse/SPARK-18618?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=15704741#comment-15704741 ] Yanbo Liang edited comment on SPARK-18618 at 11/29/16 9:14 AM: --- Currently

[jira] [Commented] (SPARK-18618) SparkR model predict should support type as a argument

[ https://issues.apache.org/jira/browse/SPARK-18618?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=15704741#comment-15704741 ] Yanbo Liang commented on SPARK-18618: - Currently ML glm supports {{type = c("link", "response")}}.

[jira] [Updated] (SPARK-18619) Make QuantileDiscretizer/Bucketizer/StringIndexer inherit from HasHandleInvalid

[ https://issues.apache.org/jira/browse/SPARK-18619?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yanbo Liang updated SPARK-18619: Summary: Make QuantileDiscretizer/Bucketizer/StringIndexer inherit from HasHandleInvalid (was:

[jira] [Created] (SPARK-18619) Make QuantileDiscretizer/Bucketizer/StringIndexer shared HasHandleInvalid

Yanbo Liang created SPARK-18619: --- Summary: Make QuantileDiscretizer/Bucketizer/StringIndexer shared HasHandleInvalid Key: SPARK-18619 URL: https://issues.apache.org/jira/browse/SPARK-18619 Project:

[jira] [Commented] (SPARK-18618) SparkR model predict should support type as a argument

[ https://issues.apache.org/jira/browse/SPARK-18618?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=15704522#comment-15704522 ] Yanbo Liang commented on SPARK-18618: - cc [~josephkb] [~felixcheung] > SparkR model predict should

[jira] [Created] (SPARK-18618) SparkR model predict should support type as a argument

Yanbo Liang created SPARK-18618: --- Summary: SparkR model predict should support type as a argument Key: SPARK-18618 URL: https://issues.apache.org/jira/browse/SPARK-18618 Project: Spark Issue

[jira] [Closed] (SPARK-18587) Remove handleInvalid from QuantileDiscretizer

[ https://issues.apache.org/jira/browse/SPARK-18587?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yanbo Liang closed SPARK-18587. --- Resolution: Won't Fix > Remove handleInvalid from QuantileDiscretizer >

[jira] [Assigned] (SPARK-18592) Move DT/RF/GBT Param setter methods to subclasses

[ https://issues.apache.org/jira/browse/SPARK-18592?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yanbo Liang reassigned SPARK-18592: --- Assignee: Yanbo Liang > Move DT/RF/GBT Param setter methods to subclasses >

[jira] [Updated] (SPARK-18592) Move DT/RF/GBT Param setter methods to subclasses

[ https://issues.apache.org/jira/browse/SPARK-18592?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yanbo Liang updated SPARK-18592: Description: Move DT/RF/GBT Param setter methods to subclasses and deprecate these methods in the

[jira] [Updated] (SPARK-18592) Move DT/RF/GBT Param setter methods to subclasses

[ https://issues.apache.org/jira/browse/SPARK-18592?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yanbo Liang updated SPARK-18592: Description: Move DT/RF/GBT Param setter methods to subclasses and deprecate these methods in the

[jira] [Updated] (SPARK-18592) Move DT/RF/GBT Param setter methods to subclasses

[ https://issues.apache.org/jira/browse/SPARK-18592?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yanbo Liang updated SPARK-18592: Issue Type: Improvement (was: Bug) > Move DT/RF/GBT Param setter methods to subclasses >

[jira] [Created] (SPARK-18592) Move DT/RF/GBT Param setter methods to subclasses

Yanbo Liang created SPARK-18592: --- Summary: Move DT/RF/GBT Param setter methods to subclasses Key: SPARK-18592 URL: https://issues.apache.org/jira/browse/SPARK-18592 Project: Spark Issue Type:

[jira] [Resolved] (SPARK-18481) ML 2.1 QA: Remove deprecated methods for ML

[ https://issues.apache.org/jira/browse/SPARK-18481?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yanbo Liang resolved SPARK-18481. - Resolution: Fixed Fix Version/s: 2.1.0 > ML 2.1 QA: Remove deprecated methods for ML >

[jira] [Commented] (SPARK-18318) ML, Graph 2.1 QA: API: New Scala APIs, docs

[ https://issues.apache.org/jira/browse/SPARK-18318?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=15695473#comment-15695473 ] Yanbo Liang commented on SPARK-18318: - Finished reviewing for all classes which were added/changed

[jira] [Assigned] (SPARK-18587) Remove handleInvalid from QuantileDiscretizer

[ https://issues.apache.org/jira/browse/SPARK-18587?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yanbo Liang reassigned SPARK-18587: --- Assignee: Yanbo Liang > Remove handleInvalid from QuantileDiscretizer >

[jira] [Updated] (SPARK-18481) ML 2.1 QA: Remove deprecated methods for ML

[ https://issues.apache.org/jira/browse/SPARK-18481?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yanbo Liang updated SPARK-18481: Description: Remove deprecated methods for ML. We removed the following public APIs in this JIRA:

[jira] [Updated] (SPARK-18481) ML 2.1 QA: Remove deprecated methods for ML

[ https://issues.apache.org/jira/browse/SPARK-18481?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yanbo Liang updated SPARK-18481: Description: Remove deprecated methods for ML. We removed the following public APIs:

[jira] [Updated] (SPARK-18481) ML 2.1 QA: Remove deprecated methods for ML

[ https://issues.apache.org/jira/browse/SPARK-18481?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yanbo Liang updated SPARK-18481: Priority: Major (was: Minor) > ML 2.1 QA: Remove deprecated methods for ML >

[jira] [Updated] (SPARK-18481) ML 2.1 QA: Remove deprecated methods for ML

[ https://issues.apache.org/jira/browse/SPARK-18481?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yanbo Liang updated SPARK-18481: Priority: Minor (was: Major) > ML 2.1 QA: Remove deprecated methods for ML >

[jira] [Updated] (SPARK-18481) ML 2.1 QA: Remove deprecated methods for ML

[ https://issues.apache.org/jira/browse/SPARK-18481?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yanbo Liang updated SPARK-18481: Description: Remove deprecated methods for ML. We removed was:Remove deprecated methods for

[jira] [Assigned] (SPARK-18324) ML, Graph 2.1 QA: Programming guide update and migration guide

[ https://issues.apache.org/jira/browse/SPARK-18324?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yanbo Liang reassigned SPARK-18324: --- Assignee: Yanbo Liang > ML, Graph 2.1 QA: Programming guide update and migration guide >

[jira] [Created] (SPARK-18587) Remove handleInvalid from QuantileDiscretizer

Yanbo Liang created SPARK-18587: --- Summary: Remove handleInvalid from QuantileDiscretizer Key: SPARK-18587 URL: https://issues.apache.org/jira/browse/SPARK-18587 Project: Spark Issue Type:

[jira] [Updated] (SPARK-18518) HasSolver should support allowed values

[ https://issues.apache.org/jira/browse/SPARK-18518?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yanbo Liang updated SPARK-18518: Shepherd: Yanbo Liang > HasSolver should support allowed values >

[jira] [Updated] (SPARK-18518) HasSolver should support allowed values

[ https://issues.apache.org/jira/browse/SPARK-18518?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yanbo Liang updated SPARK-18518: Priority: Major (was: Minor) > HasSolver should support allowed values >

[jira] [Updated] (SPARK-18518) HasSolver should support allowed values

[ https://issues.apache.org/jira/browse/SPARK-18518?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yanbo Liang updated SPARK-18518: Assignee: zhengruifeng > HasSolver should support allowed values >

[jira] [Resolved] (SPARK-18520) Add missing setXXXCol methods for BisectingKMeansModel and GaussianMixtureModel

[ https://issues.apache.org/jira/browse/SPARK-18520?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yanbo Liang resolved SPARK-18520. - Resolution: Fixed Assignee: zhengruifeng Fix Version/s: 2.1.0 > Add missing

[jira] [Resolved] (SPARK-18501) SparkR spark.glm error on collinear data

[ https://issues.apache.org/jira/browse/SPARK-18501?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yanbo Liang resolved SPARK-18501. - Resolution: Fixed Fix Version/s: 2.1.0 > SparkR spark.glm error on collinear data >

[jira] [Resolved] (SPARK-18444) SparkR running in yarn-cluster mode should not download Spark package

[ https://issues.apache.org/jira/browse/SPARK-18444?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yanbo Liang resolved SPARK-18444. - Resolution: Fixed Fix Version/s: 2.1.0 2.0.3 > SparkR running in

[jira] [Resolved] (SPARK-18282) Add model summaries for Python GMM and BisectingKMeans

[ https://issues.apache.org/jira/browse/SPARK-18282?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yanbo Liang resolved SPARK-18282. - Resolution: Fixed Fix Version/s: 2.1.0 > Add model summaries for Python GMM and

[jira] [Assigned] (SPARK-18501) SparkR spark.glm error on collinear data

[ https://issues.apache.org/jira/browse/SPARK-18501?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yanbo Liang reassigned SPARK-18501: --- Assignee: Yanbo Liang > SparkR spark.glm error on collinear data >

[jira] [Updated] (SPARK-18501) SparkR spark.glm error on collinear data

[ https://issues.apache.org/jira/browse/SPARK-18501?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yanbo Liang updated SPARK-18501: Description: Spark {{GeneralizedLinearRegression}} can handle collinear data since the underlying

[jira] [Created] (SPARK-18501) SparkR spark.glm error on collinear data

Yanbo Liang created SPARK-18501: --- Summary: SparkR spark.glm error on collinear data Key: SPARK-18501 URL: https://issues.apache.org/jira/browse/SPARK-18501 Project: Spark Issue Type: Bug

[jira] [Updated] (SPARK-18444) SparkR running in yarn-cluster mode should not download Spark package

[ https://issues.apache.org/jira/browse/SPARK-18444?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yanbo Liang updated SPARK-18444: Target Version/s: 2.1.0 > SparkR running in yarn-cluster mode should not download Spark package >

[jira] [Updated] (SPARK-18444) SparkR running in yarn-cluster mode should not download Spark package

[ https://issues.apache.org/jira/browse/SPARK-18444?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yanbo Liang updated SPARK-18444: Priority: Critical (was: Major) > SparkR running in yarn-cluster mode should not download Spark

[jira] [Assigned] (SPARK-18444) SparkR running in yarn-cluster mode should not download Spark package

[ https://issues.apache.org/jira/browse/SPARK-18444?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yanbo Liang reassigned SPARK-18444: --- Assignee: Yanbo Liang > SparkR running in yarn-cluster mode should not download Spark

[jira] [Updated] (SPARK-18282) Add model summaries for Python GMM and BisectingKMeans

[ https://issues.apache.org/jira/browse/SPARK-18282?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yanbo Liang updated SPARK-18282: Shepherd: Yanbo Liang Assignee: Seth Hendrickson > Add model summaries for Python GMM and

[jira] [Created] (SPARK-18481) ML 2.1 QA: Remove deprecated methods for ML

Yanbo Liang created SPARK-18481: --- Summary: ML 2.1 QA: Remove deprecated methods for ML Key: SPARK-18481 URL: https://issues.apache.org/jira/browse/SPARK-18481 Project: Spark Issue Type:

[jira] [Updated] (SPARK-18319) ML, Graph 2.1 QA: API: Experimental, DeveloperApi, final, sealed audit

[ https://issues.apache.org/jira/browse/SPARK-18319?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yanbo Liang updated SPARK-18319: Assignee: yuhao yang > ML, Graph 2.1 QA: API: Experimental, DeveloperApi, final, sealed audit >

[jira] [Updated] (SPARK-18320) ML 2.1 QA: API: Python API coverage

[ https://issues.apache.org/jira/browse/SPARK-18320?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yanbo Liang updated SPARK-18320: Assignee: Seth Hendrickson > ML 2.1 QA: API: Python API coverage >

[jira] [Resolved] (SPARK-18434) Add missing ParamValidations for ML algos

[ https://issues.apache.org/jira/browse/SPARK-18434?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yanbo Liang resolved SPARK-18434. - Resolution: Fixed Assignee: zhengruifeng Fix Version/s: 2.1.0 > Add missing

[jira] [Resolved] (SPARK-18438) spark.mlp should support RFormula

[ https://issues.apache.org/jira/browse/SPARK-18438?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yanbo Liang resolved SPARK-18438. - Resolution: Fixed Assignee: Yanbo Liang Fix Version/s: 2.1.0 > spark.mlp should

[jira] [Created] (SPARK-18444) SparkR running in yarn-cluster mode should not download Spark package

Yanbo Liang created SPARK-18444: --- Summary: SparkR running in yarn-cluster mode should not download Spark package Key: SPARK-18444 URL: https://issues.apache.org/jira/browse/SPARK-18444 Project: Spark

[jira] [Created] (SPARK-18438) spark.mlp should support RFormula

Yanbo Liang created SPARK-18438: --- Summary: spark.mlp should support RFormula Key: SPARK-18438 URL: https://issues.apache.org/jira/browse/SPARK-18438 Project: Spark Issue Type: Improvement

[jira] [Resolved] (SPARK-18412) SparkR spark.randomForest classification throws exception when training on libsvm data

[ https://issues.apache.org/jira/browse/SPARK-18412?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yanbo Liang resolved SPARK-18412. - Resolution: Fixed Fix Version/s: 2.1.0 > SparkR spark.randomForest classification throws

[jira] [Assigned] (SPARK-18412) SparkR spark.randomForest classification throws exception when training on libsvm data

[ https://issues.apache.org/jira/browse/SPARK-18412?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yanbo Liang reassigned SPARK-18412: --- Assignee: Yanbo Liang > SparkR spark.randomForest classification throws exception when

[jira] [Updated] (SPARK-18412) SparkR spark.randomForest classification throws exception when training on libsvm data

[ https://issues.apache.org/jira/browse/SPARK-18412?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yanbo Liang updated SPARK-18412: Description: {{spark.randomForest}} classification throws exception when training on libsvm data.

[jira] [Updated] (SPARK-18412) SparkR spark.randomForest classification throws exception when training on libsvm data

[ https://issues.apache.org/jira/browse/SPARK-18412?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yanbo Liang updated SPARK-18412: Description: {{spark.randomForest}} classification throws exception when training on libsvm data.

[jira] [Created] (SPARK-18412) SparkR spark.randomForest classification throws exception when training on libsvm data

Yanbo Liang created SPARK-18412: --- Summary: SparkR spark.randomForest classification throws exception when training on libsvm data Key: SPARK-18412 URL: https://issues.apache.org/jira/browse/SPARK-18412

[jira] [Resolved] (SPARK-18401) SparkR random forest should support output original label

[ https://issues.apache.org/jira/browse/SPARK-18401?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yanbo Liang resolved SPARK-18401. - Resolution: Fixed Assignee: Yanbo Liang Fix Version/s: 2.1.0 > SparkR random

[jira] [Updated] (SPARK-18401) SparkR random forest should support output original label

[ https://issues.apache.org/jira/browse/SPARK-18401?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yanbo Liang updated SPARK-18401: Description: SparkR {{spark.randomForest}} classification prediction should output original label

[jira] [Created] (SPARK-18401) SparkR random forest should support output original label

Yanbo Liang created SPARK-18401: --- Summary: SparkR random forest should support output original label Key: SPARK-18401 URL: https://issues.apache.org/jira/browse/SPARK-18401 Project: Spark

[jira] [Assigned] (SPARK-18318) ML, Graph 2.1 QA: API: New Scala APIs, docs

[ https://issues.apache.org/jira/browse/SPARK-18318?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yanbo Liang reassigned SPARK-18318: --- Assignee: Yanbo Liang > ML, Graph 2.1 QA: API: New Scala APIs, docs >

[jira] [Resolved] (SPARK-17904) Add a wrapper function to install R packages on each executors.

[ https://issues.apache.org/jira/browse/SPARK-17904?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yanbo Liang resolved SPARK-17904. - Resolution: Won't Fix > Add a wrapper function to install R packages on each executors. >

[jira] [Commented] (SPARK-18131) Support returning Vector/Dense Vector from backend

[ https://issues.apache.org/jira/browse/SPARK-18131?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=15650431#comment-15650431 ] Yanbo Liang commented on SPARK-18131: - What about imitate Python ML Vector/Matrix to implement R

[jira] [Updated] (SPARK-18349) Update R API documentation on ml model summary

[ https://issues.apache.org/jira/browse/SPARK-18349?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yanbo Liang updated SPARK-18349: Issue Type: Improvement (was: Bug) > Update R API documentation on ml model summary >

[jira] [Commented] (SPARK-18348) Improve tree ensemble model summary

[ https://issues.apache.org/jira/browse/SPARK-18348?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=15647574#comment-15647574 ] Yanbo Liang commented on SPARK-18348: - Should the type of this task as improvement rather than bug? I

[jira] [Updated] (SPARK-18348) Improve tree ensemble model summary

[ https://issues.apache.org/jira/browse/SPARK-18348?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yanbo Liang updated SPARK-18348: Issue Type: Improvement (was: Bug) > Improve tree ensemble model summary >

[jira] [Commented] (SPARK-18318) ML, Graph 2.1 QA: API: New Scala APIs, docs

[ https://issues.apache.org/jira/browse/SPARK-18318?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=15646011#comment-15646011 ] Yanbo Liang commented on SPARK-18318: - I'm interested in contributing this task. Thanks. > ML, Graph

[jira] [Commented] (SPARK-18316) Spark MLlib, GraphX 2.1 QA umbrella

[ https://issues.apache.org/jira/browse/SPARK-18316?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=15646006#comment-15646006 ] Yanbo Liang commented on SPARK-18316: - Typo? Here should be 2.1 rather than 2.0? > Spark MLlib,

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