[Adding WSO2 Developers mailing list] Hi Anurag,
Please find my comments inline. First, which boosting model are we going to target-Ada boosting or some > other model, or various models? You can pick any method as you wish. Second, what method would you suggest I use to combine the results of the > models in stacking- is it going to be a single layer LR model? This has to be a user input (i.e. user should be able to pick any algorithm for the base-learners as well as for the meta-learner). Regards, Supun On Mon, Mar 7, 2016 at 5:15 PM, Anurag Kashyap <anurag1...@gmail.com> wrote: > Hi Supun, > I've begun reading the source rom link 3. I had a couple of questions. > First, which boosting model are we going to target-Ada boosting or some > other model, or various models? Second, what method would you suggest I use > to combine the results of the models in stacking- is it going to be a > single layer LR model? > > > > On Sun, Mar 6, 2016 at 6:25 PM, Supun Sethunga <sup...@wso2.com> wrote: > >> Hi Anurag, >> >> Thank you for your interest in the above project. You can start by >> getting to know the Machine Learner product by downloading it and running >> it (Please use link [1] to download). Official documentation [2] will help >> you on using the product. You can find the source code base at [3] and [4]. >> As we have mentioned in the project proposal as well, the main objective >> is to integrate ensemble support for the existing flow of the WSO2 Machine >> Learner. We are focusing on the three methods: Bagging, Boosting and >> Stacking. >> >> Please feel free to raise, if you have any questions or any unclear >> points. >> >> [1] http://wso2.com/products/machine-learner/ >> [2] https://docs.wso2.com/display/ML100/Introducing+Machine+Learner >> [3] https://github.com/wso2/carbon-ml >> [4] https://github.com/wso2/product-ml >> >> Regards, >> Supun >> >> On Sun, Mar 6, 2016 at 12:08 PM, Anurag Kashyap <anurag1...@gmail.com> >> wrote: >> >>> Hi Supun, >>> I'm currently working as a research assistant at NTU, Singapore for my >>> bachelor thesis in my final year, I looked at the list of GSoC projects >>> for WSO2 and I'm particularly interested in the project *Ensemble >>> Methods Support for WSO2 Machine Learner.* I am currently working on >>> Ensemble methods for multi-label classification, so I have some experience >>> in this field and I've read several scholarly articles about their >>> implementation and benefit. I believe I can contribute to this project as a >>> GSoC intern. Eagerly awaiting a response! >>> >>> Yours Sincerely, >>> *Anurag Kashyap* >>> *Research Assistant* >>> *Robotics-|| * >>> *Nanyang Technological University, Singapore* >>> >>> [image: Blog] <https://thelinuxkernel.wordpress.com> >>> >> >> >> >> -- >> *Supun Sethunga* >> Software Engineer >> WSO2, Inc. >> http://wso2.com/ >> lean | enterprise | middleware >> Mobile : +94 716546324 >> > > > > -- > Yours sincerely, > > *Anurag Kashyap* > *MSc.(Tech.)* Information Systems, > *BITS Pilani K K Birla Goa Campus* > > [image: Blog] <https://thelinuxkernel.wordpress.com> > -- *Supun Sethunga* Software Engineer WSO2, Inc. http://wso2.com/ lean | enterprise | middleware Mobile : +94 716546324
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