Re: Spark Implementation of XGBoost

2015-10-27 Thread Meihua Wu
fitting more than > shrinkage). > > Thanks. > > Sincerely, > > DB Tsai > -- > Web: https://www.dbtsai.com > PGP Key ID: 0xAF08DF8D > > > On Mon, Oct 26, 2015 at 8:37 PM, Meihua Wu > wrote: >> Hi DB Tsai, >> >> Thank you very

Re: Spark Implementation of XGBoost

2015-10-26 Thread Meihua Wu
; Interesting. For feature sub-sampling, is it per-node or per-tree? Do >>> you think you can implement generic GBM and have it merged as part of >>> Spark codebase? >>> >>> Sincerely, >>> >>> DB Tsai >>> --------

Re: Spark Implementation of XGBoost

2015-10-26 Thread Meihua Wu
ly, > > DB Tsai > -- > Web: https://www.dbtsai.com > PGP Key ID: 0xAF08DF8D > > > On Mon, Oct 26, 2015 at 11:42 AM, Meihua Wu > wrote: >> Hi Spark User/Dev, >> >> Inspired by the success of XGBoost, I have created

Spark Implementation of XGBoost

2015-10-26 Thread Meihua Wu
Hi Spark User/Dev, Inspired by the success of XGBoost, I have created a Spark package for gradient boosting tree with 2nd order approximation of arbitrary user-defined loss functions. https://github.com/rotationsymmetry/SparkXGBoost Currently linear (normal) regression, binary classification, Po

Re: Flaky Jenkins tests?

2015-10-12 Thread Meihua Wu
on, Oct 12, 2015 at 1:36 PM, Ted Yu wrote: > You can go to: > https://amplab.cs.berkeley.edu/jenkins/job/Spark-Master-Maven-with-YARN > > and see if the test failure(s) you encountered appeared there. > > FYI > > On Mon, Oct 12, 2015 at 1:24 PM, Meihua Wu > wrote:

Flaky Jenkins tests?

2015-10-12 Thread Meihua Wu
Hi Spark Devs, I recently encountered several cases that the Jenkin failed tests that are supposed to be unrelated to my patch. For example, I made a patch to Spark ML Scala API but some Scala RDD tests failed due to timeout, or the java_gateway in PySpark fails. Just wondering if these are isolat

How to help for 1.5 release?

2015-08-03 Thread Meihua Wu
I think the team is preparing for the 1.5 release. Anything to help with the QA, testing etc? Thanks, MW

Re: Rebase and Squash Commits to Revise PR?

2015-07-28 Thread Meihua Wu
ink it > would help clean up your intent, but, often it's clearer to leave the > review and commit history of your branch since the review comments go > along with it. > > On Tue, Jul 28, 2015 at 9:46 PM, Meihua Wu > wrote: >> I am planning to update my PR to incorpora

Rebase and Squash Commits to Revise PR?

2015-07-28 Thread Meihua Wu
I am planning to update my PR to incorporate comments from reviewers. Do I need to rebase/squash the commits into a single one? Thanks! -MW - To unsubscribe, e-mail: dev-unsubscr...@spark.apache.org For additional commands, e-ma