[jira] [Commented] (SPARK-1548) Add Partial Random Forest algorithm to MLlib

2015-03-12 Thread Manish Amde (JIRA)
[ https://issues.apache.org/jira/browse/SPARK-1548?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanelfocusedCommentId=14358871#comment-14358871 ] Manish Amde commented on SPARK-1548: We should also leave this ticket unassigned for

[jira] [Commented] (SPARK-1546) Add AdaBoost algorithm to Spark MLlib

2015-03-12 Thread Manish Amde (JIRA)
[ https://issues.apache.org/jira/browse/SPARK-1546?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanelfocusedCommentId=14358881#comment-14358881 ] Manish Amde commented on SPARK-1546: I haven't worked on it since we haven't heard a

[jira] [Commented] (SPARK-3717) DecisionTree, RandomForest: Partition by feature

2014-11-12 Thread Manish Amde (JIRA)
[ https://issues.apache.org/jira/browse/SPARK-3717?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanelfocusedCommentId=14208472#comment-14208472 ] Manish Amde commented on SPARK-3717: [~bbnsumanth] Look forward to your details of

[jira] [Comment Edited] (SPARK-3717) DecisionTree, RandomForest: Partition by feature

2014-11-12 Thread Manish Amde (JIRA)
[ https://issues.apache.org/jira/browse/SPARK-3717?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanelfocusedCommentId=14208472#comment-14208472 ] Manish Amde edited comment on SPARK-3717 at 11/12/14 7:02 PM: --

[jira] [Commented] (SPARK-4210) Add Extra-Trees algorithm to MLlib

2014-11-05 Thread Manish Amde (JIRA)
[ https://issues.apache.org/jira/browse/SPARK-4210?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanelfocusedCommentId=14199563#comment-14199563 ] Manish Amde commented on SPARK-4210: [~0asa] The public API can be separate from the

[jira] [Commented] (SPARK-4210) Add Extra-Trees algorithm to MLlib

2014-11-03 Thread Manish Amde (JIRA)
[ https://issues.apache.org/jira/browse/SPARK-4210?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanelfocusedCommentId=14195108#comment-14195108 ] Manish Amde commented on SPARK-4210: [~0asa] Thanks for the creating the JIRA. From

[jira] [Commented] (SPARK-1546) Add AdaBoost algorithm to Spark MLlib

2014-09-30 Thread Manish Amde (JIRA)
[ https://issues.apache.org/jira/browse/SPARK-1546?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanelfocusedCommentId=14153754#comment-14153754 ] Manish Amde commented on SPARK-1546: This work was stalled due to decision tree

[jira] [Commented] (SPARK-1547) Add gradient boosting algorithm to MLlib

2014-09-30 Thread Manish Amde (JIRA)
[ https://issues.apache.org/jira/browse/SPARK-1547?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanelfocusedCommentId=14154051#comment-14154051 ] Manish Amde commented on SPARK-1547: Adding Hirakendu's feedback on checkpointing

[jira] [Commented] (SPARK-1547) Add gradient boosting algorithm to MLlib

2014-09-29 Thread Manish Amde (JIRA)
[ https://issues.apache.org/jira/browse/SPARK-1547?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanelfocusedCommentId=14152251#comment-14152251 ] Manish Amde commented on SPARK-1547: Sure. I like your naming suggestion. I will

[jira] [Commented] (SPARK-1547) Add gradient boosting algorithm to MLlib

2014-09-27 Thread Manish Amde (JIRA)
[ https://issues.apache.org/jira/browse/SPARK-1547?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanelfocusedCommentId=14150964#comment-14150964 ] Manish Amde commented on SPARK-1547: Given the interesting in boosting algorithms for

[jira] [Commented] (SPARK-3155) Support DecisionTree pruning

2014-08-27 Thread Manish Amde (JIRA)
[ https://issues.apache.org/jira/browse/SPARK-3155?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanelfocusedCommentId=14112752#comment-14112752 ] Manish Amde commented on SPARK-3155: [~chouqin] Thanks! I would suggest doing the

[jira] [Commented] (SPARK-3155) Support DecisionTree pruning

2014-08-26 Thread Manish Amde (JIRA)
[ https://issues.apache.org/jira/browse/SPARK-3155?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanelfocusedCommentId=14111396#comment-14111396 ] Manish Amde commented on SPARK-3155: Hi Qiping, Thanks for creating the JIRA.

[jira] [Commented] (SPARK-3155) Support DecisionTree pruning

2014-08-26 Thread Manish Amde (JIRA)
[ https://issues.apache.org/jira/browse/SPARK-3155?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanelfocusedCommentId=14111697#comment-14111697 ] Manish Amde commented on SPARK-3155: Agree. I was hoping that the code

[jira] [Closed] (SPARK-1544) Add support for deep decision trees.

2014-06-19 Thread Manish Amde (JIRA)
[ https://issues.apache.org/jira/browse/SPARK-1544?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Manish Amde closed SPARK-1544. -- The PR has been accepted. Add support for deep decision trees.

[jira] [Created] (SPARK-2206) Automatically infer the number of classification classes in multiclass classification

2014-06-19 Thread Manish Amde (JIRA)
Manish Amde created SPARK-2206: -- Summary: Automatically infer the number of classification classes in multiclass classification Key: SPARK-2206 URL: https://issues.apache.org/jira/browse/SPARK-2206

[jira] [Created] (SPARK-2207) Add minimum info gain and min instances per node as training parameters for decision tree

2014-06-19 Thread Manish Amde (JIRA)
Manish Amde created SPARK-2207: -- Summary: Add minimum info gain and min instances per node as training parameters for decision tree Key: SPARK-2207 URL: https://issues.apache.org/jira/browse/SPARK-2207

[jira] [Updated] (SPARK-2206) Automatically infer the number of classification classes in multiclass classification

2014-06-19 Thread Manish Amde (JIRA)
[ https://issues.apache.org/jira/browse/SPARK-2206?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Manish Amde updated SPARK-2206: --- Target Version/s: 1.1.0 Affects Version/s: 1.0.0 Automatically infer the number of

[jira] [Updated] (SPARK-2207) Add minimum info gain and min instances per node as training parameters for decision tree

2014-06-19 Thread Manish Amde (JIRA)
[ https://issues.apache.org/jira/browse/SPARK-2207?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Manish Amde updated SPARK-2207: --- Target Version/s: 1.1.0 Add minimum info gain and min instances per node as training parameters for

[jira] [Updated] (SPARK-2207) Add minimum information gain and minimum instances per node as training parameters for decision tree.

2014-06-19 Thread Manish Amde (JIRA)
[ https://issues.apache.org/jira/browse/SPARK-2207?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Manish Amde updated SPARK-2207: --- Summary: Add minimum information gain and minimum instances per node as training parameters for

[jira] [Updated] (SPARK-1547) Add gradient boosting algorithm to MLlib

2014-06-19 Thread Manish Amde (JIRA)
[ https://issues.apache.org/jira/browse/SPARK-1547?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Manish Amde updated SPARK-1547: --- Target Version/s: 1.1.0 Add gradient boosting algorithm to MLlib

[jira] [Updated] (SPARK-1546) Add AdaBoost algorithm to Spark MLlib

2014-06-19 Thread Manish Amde (JIRA)
[ https://issues.apache.org/jira/browse/SPARK-1546?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Manish Amde updated SPARK-1546: --- Affects Version/s: (was: 1.0.0) 1.1.0 Add AdaBoost algorithm to Spark

[jira] [Updated] (SPARK-1545) Add Random Forest algorithm to MLlib

2014-06-19 Thread Manish Amde (JIRA)
[ https://issues.apache.org/jira/browse/SPARK-1545?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Manish Amde updated SPARK-1545: --- Target Version/s: 1.1.0 Add Random Forest algorithm to MLlib

[jira] [Updated] (SPARK-1536) Add multiclass classification support to MLlib

2014-06-19 Thread Manish Amde (JIRA)
[ https://issues.apache.org/jira/browse/SPARK-1536?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Manish Amde updated SPARK-1536: --- Target Version/s: 1.1.0 Add multiclass classification support to MLlib

[jira] [Created] (SPARK-1545) Add Random Forest algorithm to MLlib

2014-04-20 Thread Manish Amde (JIRA)
Manish Amde created SPARK-1545: -- Summary: Add Random Forest algorithm to MLlib Key: SPARK-1545 URL: https://issues.apache.org/jira/browse/SPARK-1545 Project: Spark Issue Type: New Feature

[jira] [Updated] (SPARK-1545) Add Random Forest algorithm to MLlib

2014-04-20 Thread Manish Amde (JIRA)
[ https://issues.apache.org/jira/browse/SPARK-1545?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Manish Amde updated SPARK-1545: --- Description: This task requires adding Random Forest support to Spark MLlib. The implementation

[jira] [Created] (SPARK-1547) Add gradient boosting algorithm to MLlib

2014-04-20 Thread Manish Amde (JIRA)
Manish Amde created SPARK-1547: -- Summary: Add gradient boosting algorithm to MLlib Key: SPARK-1547 URL: https://issues.apache.org/jira/browse/SPARK-1547 Project: Spark Issue Type: New Feature

[jira] [Created] (SPARK-1548) Add Partial Random Forest algorithm to MLlib

2014-04-20 Thread Manish Amde (JIRA)
Manish Amde created SPARK-1548: -- Summary: Add Partial Random Forest algorithm to MLlib Key: SPARK-1548 URL: https://issues.apache.org/jira/browse/SPARK-1548 Project: Spark Issue Type: New

[jira] [Updated] (SPARK-1548) Add Partial Random Forest algorithm to MLlib

2014-04-20 Thread Manish Amde (JIRA)
[ https://issues.apache.org/jira/browse/SPARK-1548?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Manish Amde updated SPARK-1548: --- Description: This task involves creating an alternate approximate random forest implementation

[jira] [Created] (SPARK-1536) Add multiclass classification support to MLlib

2014-04-18 Thread Manish Amde (JIRA)
Manish Amde created SPARK-1536: -- Summary: Add multiclass classification support to MLlib Key: SPARK-1536 URL: https://issues.apache.org/jira/browse/SPARK-1536 Project: Spark Issue Type: New

[jira] [Updated] (SPARK-1536) Add multiclass classification support to MLlib

2014-04-18 Thread Manish Amde (JIRA)
[ https://issues.apache.org/jira/browse/SPARK-1536?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Manish Amde updated SPARK-1536: --- Description: The current decision tree implementation in MLlib only supports binary classification.

[jira] [Updated] (SPARK-1536) Add multiclass classification support to MLlib

2014-04-18 Thread Manish Amde (JIRA)
[ https://issues.apache.org/jira/browse/SPARK-1536?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Manish Amde updated SPARK-1536: --- Description: The current decision tree implementation in MLlib only supports binary classification.

[jira] [Updated] (SPARK-1536) Add multiclass classification support to MLlib

2014-04-18 Thread Manish Amde (JIRA)
[ https://issues.apache.org/jira/browse/SPARK-1536?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Manish Amde updated SPARK-1536: --- Description: The current decision tree implementation in MLlib only supports binary classification.

[jira] [Updated] (SPARK-1536) Add multiclass classification support to MLlib

2014-04-18 Thread Manish Amde (JIRA)
[ https://issues.apache.org/jira/browse/SPARK-1536?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Manish Amde updated SPARK-1536: --- Description: The current decision tree implementation in MLlib only supports binary classification.