Hi Anurag,

Please submit your final proposal to GSoC, before the deadline.

Regards,
Supun

On Tue, Mar 22, 2016 at 11:12 PM, Supun Sethunga <sup...@wso2.com> wrote:

> 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 <anurag1...@gmail.com>
> 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 <sup...@wso2.com> 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 <nir...@wso2.com>
>>> wrote:
>>>
>>>> Thanks.
>>>>
>>>> On Mon, Mar 21, 2016 at 1:27 PM, Anurag Kashyap <anurag1...@gmail.com>
>>>> 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 <nir...@wso2.com>
>>>>> 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 <anurag1...@gmail.com
>>>>>> > 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 <sup...@wso2.com>
>>>>>>> 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 <nir...@wso2.com>
>>>>>>>> wrote:
>>>>>>>>
>>>>>>>>>
>>>>>>>>>
>>>>>>>>> On Mon, Mar 21, 2016 at 10:01 AM, Supun Sethunga <sup...@wso2.com>
>>>>>>>>> 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 (nir...@wso2.com) at [2].
>>>>>>>>>>
>>>>>>>>>> BTW, please CC to WSO2 Developers mailing list (dev@wso2.org)
>>>>>>>>>> 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 <
>>>>>>>>>> anurag1...@gmail.com> 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 <sup...@wso2.com
>>>>>>>>>>> > 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 <
>>>>>>>>>>>> anurag1...@gmail.com> 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 <
>>>>>>>>>>>>> sup...@wso2.com> 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 <
>>>>>>>>>>>>>> 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
>>>>>>>>>>>>>>
>>>>>>>>>>>>>
>>>>>>>>>>>>>
>>>>>>>>>>>>>
>>>>>>>>>>>>> --
>>>>>>>>>>>>> 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
>>>>>>>>>> Dev@wso2.org
>>>>>>>>>> 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
>



-- 
*Supun Sethunga*
Software Engineer
WSO2, Inc.
http://wso2.com/
lean | enterprise | middleware
Mobile : +94 716546324
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