Hi Anurag, Looks good! May be you can also improve the diagram to reflect the description of the three methods (which is right above the diagram).
Anyway, please create the final proposal and submit before Friday, 25th. Regards, Supun On Tue, Mar 22, 2016 at 1:52 PM, Anurag Kashyap <[email protected]> wrote: > Hi, > I have made a few changes to the proposal and elaborated a few points. > Kindly give your valuable feedback. > > https://docs.google.com/document/d/1L132ApiOm4m0DbyVZ-TYCedsRrt7oE_cgOzAuScvFiQ/edit?usp=sharing > > Regards, > Anurag Kashyap > > On Mon, Mar 21, 2016 at 4:43 PM, Supun Sethunga <[email protected]> wrote: > >> Hi Anurag, >> >> We have added a few comments. Can you please fix those and share the >> updated one? >> >> Thanks, >> Supun >> >> On Mon, Mar 21, 2016 at 1:29 PM, Nirmal Fernando <[email protected]> wrote: >> >>> Thanks. >>> >>> On Mon, Mar 21, 2016 at 1:27 PM, Anurag Kashyap <[email protected]> >>> wrote: >>> >>>> Hi, >>>> I've changed the settings. You should be able to comment or edit the >>>> proposa >>>> <https://docs.google.com/document/d/1L132ApiOm4m0DbyVZ-TYCedsRrt7oE_cgOzAuScvFiQ/edit?usp=sharing>l >>>> now. >>>> Thanks >>>> >>>> On Mon, Mar 21, 2016 at 3:52 PM, Nirmal Fernando <[email protected]> >>>> wrote: >>>> >>>>> Hi Anurag, >>>>> >>>>> Thanks for your proposal. Can you please give us 'commenting' right? >>>>> >>>>> On Mon, Mar 21, 2016 at 1:03 PM, Anurag Kashyap <[email protected]> >>>>> wrote: >>>>> >>>>>> Hi, >>>>>> Thank you so much for the valuable input. This >>>>>> <https://docs.google.com/document/d/1L132ApiOm4m0DbyVZ-TYCedsRrt7oE_cgOzAuScvFiQ/edit?usp=sharing> >>>>>> is a tentative draft of my proposal. >>>>>> >>>>>> Regards, >>>>>> Anurag >>>>>> >>>>>> On Mon, Mar 21, 2016 at 1:03 PM, Supun Sethunga <[email protected]> >>>>>> wrote: >>>>>> >>>>>>> Hi Anurag, >>>>>>> >>>>>>> Have you started on the project proposal? If so, could you please >>>>>>> share it (the draft) with us? >>>>>>> >>>>>>> Thanks, >>>>>>> >>>>>>> On Mon, Mar 21, 2016 at 10:03 AM, Nirmal Fernando <[email protected]> >>>>>>> wrote: >>>>>>> >>>>>>>> >>>>>>>> >>>>>>>> On Mon, Mar 21, 2016 at 10:01 AM, Supun Sethunga <[email protected]> >>>>>>>> wrote: >>>>>>>> >>>>>>>>> Hi Anurag, >>>>>>>>> >>>>>>>>> Can you help me figure out the significance of the >>>>>>>>>> serialVersionUID field? >>>>>>>>> >>>>>>>>> >>>>>>>>> All the algorithm classes including the one you mentioned >>>>>>>>> implement the Serializable interface (Because these generated models >>>>>>>>> can be >>>>>>>>> exported and imported as java objects). "serialVersionUID" is >>>>>>>>> used when serializing and deserializing the objects. If we do not >>>>>>>>> define a "serialVersionUID", >>>>>>>>> then java runtime will generate them during serialization and >>>>>>>>> deserialization. And if these two serialVersionUID's does not >>>>>>>>> matches, then the deserialization fails. As a result, the java object >>>>>>>>> will >>>>>>>>> not be readable. You can check [1] for further details. >>>>>>>>> >>>>>>>>> Also, I wanted to know if I should include personal details too in >>>>>>>>>> the proposal- such as my university and where I'm currently working. >>>>>>>>> >>>>>>>>> You may include. You can check out a sample gsoc proposal by >>>>>>>>> Nirmal ([email protected]) at [2]. >>>>>>>>> >>>>>>>>> BTW, please CC to WSO2 Developers mailing list ([email protected]) for >>>>>>>>> all project-related discussions. >>>>>>>>> >>>>>>>> >>>>>>>> You may have to subscribe to dev@, please refer to >>>>>>>> http://wso2.com/mail/ >>>>>>>> >>>>>>>>> >>>>>>>>> [1] >>>>>>>>> http://javarevisited.blogspot.com/2014/05/why-use-serialversionuid-inside-serializable-class-in-java.html >>>>>>>>> [2] http://nirmalfdo.blogspot.com/search/label/GSoC-2011 >>>>>>>>> >>>>>>>>> Regards >>>>>>>>> Supun >>>>>>>>> >>>>>>>>> >>>>>>>>> On Thu, Mar 17, 2016 at 6:26 PM, Anurag Kashyap < >>>>>>>>> [email protected]> wrote: >>>>>>>>> >>>>>>>>>> Hi Supun, >>>>>>>>>> I was going through this >>>>>>>>>> <https://github.com/wso2/carbon-ml/blob/master/components/ml/org.wso2.carbon.ml.core/src/main/java/org/wso2/carbon/ml/core/spark/algorithms/RidgeRegression.java> >>>>>>>>>> link. Can you help me figure out the significance of the >>>>>>>>>> serialVersionUID >>>>>>>>>> field? If that field is necessary then anonymous classes will have >>>>>>>>>> to be >>>>>>>>>> implemented instead of lambda expressions in several places. Also, I >>>>>>>>>> wanted >>>>>>>>>> to know if I should include personal details too in the proposal- >>>>>>>>>> such as >>>>>>>>>> my university and where I'm currently working. >>>>>>>>>> >>>>>>>>>> >>>>>>>>>> >>>>>>>>>> >>>>>>>>>> >>>>>>>>>> >>>>>>>>>> >>>>>>>>>> On Mon, Mar 14, 2016 at 5:57 PM, Supun Sethunga <[email protected]> >>>>>>>>>> wrote: >>>>>>>>>> >>>>>>>>>>> Hi Anurag, >>>>>>>>>>> >>>>>>>>>>> Yes, the master branch is using java 8, hence you can use lambda >>>>>>>>>>> expressions. >>>>>>>>>>> >>>>>>>>>>> Regards, >>>>>>>>>>> Supun >>>>>>>>>>> >>>>>>>>>>> On Mon, Mar 14, 2016 at 3:24 PM, Anurag Kashyap < >>>>>>>>>>> [email protected]> wrote: >>>>>>>>>>> >>>>>>>>>>>> Hi Supun, >>>>>>>>>>>> One more question. I couldn't find if the version of Java being >>>>>>>>>>>> used is Java 8 or a previous version. If it is Java 8, Lambda >>>>>>>>>>>> calculus can >>>>>>>>>>>> be used to make some things easier, especially while working with >>>>>>>>>>>> spark. >>>>>>>>>>>> Thanks and Regards, >>>>>>>>>>>> Anurag Kashyap >>>>>>>>>>>> >>>>>>>>>>>> >>>>>>>>>>>> On Mon, Mar 7, 2016 at 8:05 PM, Supun Sethunga <[email protected] >>>>>>>>>>>> > wrote: >>>>>>>>>>>> >>>>>>>>>>>>> [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 < >>>>>>>>>>>>> [email protected]> 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 < >>>>>>>>>>>>>> [email protected]> 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 < >>>>>>>>>>>>>>> [email protected]> 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 >>>>>>>>>>>>> >>>>>>>>>>>> >>>>>>>>>>>> >>>>>>>>>>>> >>>>>>>>>>>> -- >>>>>>>>>>>> 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 >>>>>>>>>>> >>>>>>>>>> >>>>>>>>>> >>>>>>>>>> >>>>>>>>>> -- >>>>>>>>>> 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 >>>>>>>>> >>>>>>>>> _______________________________________________ >>>>>>>>> Dev mailing list >>>>>>>>> [email protected] >>>>>>>>> http://wso2.org/cgi-bin/mailman/listinfo/dev >>>>>>>>> >>>>>>>>> >>>>>>>> >>>>>>>> >>>>>>>> -- >>>>>>>> >>>>>>>> Thanks & regards, >>>>>>>> Nirmal >>>>>>>> >>>>>>>> Team Lead - WSO2 Machine Learner >>>>>>>> Associate Technical Lead - Data Technologies Team, WSO2 Inc. >>>>>>>> Mobile: +94715779733 >>>>>>>> Blog: http://nirmalfdo.blogspot.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> >>>>>> >>>>> >>>>> >>>>> >>>>> -- >>>>> >>>>> Thanks & regards, >>>>> Nirmal >>>>> >>>>> Team Lead - WSO2 Machine Learner >>>>> Associate Technical Lead - Data Technologies Team, WSO2 Inc. >>>>> Mobile: +94715779733 >>>>> Blog: http://nirmalfdo.blogspot.com/ >>>>> >>>>> >>>>> >>>> >>>> >>>> -- >>>> Yours sincerely, >>>> >>>> *Anurag Kashyap* >>>> *MSc.(Tech.)* Information Systems, >>>> *BITS Pilani K K Birla Goa Campus* >>>> >>>> [image: Blog] <https://thelinuxkernel.wordpress.com> >>>> >>> >>> >>> >>> -- >>> >>> Thanks & regards, >>> Nirmal >>> >>> Team Lead - WSO2 Machine Learner >>> Associate Technical Lead - Data Technologies Team, WSO2 Inc. >>> Mobile: +94715779733 >>> Blog: http://nirmalfdo.blogspot.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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