Hi Hasitha, Overall looks good to me! Added a few comments, please fix them too.
Also, can you share a rough timeline too? If you feel like the current project goals does not fit into the deadlines, we can revise the goals before starting the project, so that it would fit within the timeline. BTW, please CC to WSO2 Developers mailing list ([email protected]) for all project-related discussions. You might have to subscribe via http://wso2.com/mail/ Thanks, Supun On Sun, Mar 20, 2016 at 6:02 PM, Hasitha Jayasundara < [email protected]> wrote: > > https://docs.google.com/document/d/1bAJ2DYuaIIzhIWpxyKJl03v2aNRVl9miUg6PvNHyesA/edit?usp=sharing > Coluld you please check this and give me some comments how can i improve > > On Wed, Mar 16, 2016 at 9:02 AM, Supun Sethunga <[email protected]> wrote: > >> Hi Hasitha, >> >> Out of ensembling method available, following are the three main types >> that we are interested in: >> >> - Stacking - Training multiple algorithms (called base-learners) on >> the same dataset, and combining them using another algorithm >> (meta-learner). >> - Bagging - Training a single algorithm over subsets of data. >> - Boosting - Training multiple algorithms on the same data, and >> combining them over a weighted average (giving higher priority to >> misclassified data points). >> >> You can do some background reading on those three topics to get a good >> understanding on ensembling methods. There are good online resources >> available. >> >> or if you can could you please provide me a time to a google hangout? >> >> Yes sure. Can you please set up a meeting? You can check my google >> calendar for free time slots. (I might not be available on 18-20 March) >> >> P.S: Don't call us sir, just call us by name :) >> Also, please CC "[email protected]" mailing list for all project related >> emails. >> >> Regards, >> Supun >> >> On Tue, Mar 15, 2016 at 1:36 AM, Hasitha Jayasundara < >> [email protected]> wrote: >> >>> Dear Sir, >>> >>> I have gone through the WSo2 ML algorithms(Linear Regression,Lasso >>> regression...)and now i have the idea about how the platform is >>> working.Since I am new to Ensembling and there's less resources for >>> learning Ensembling,can you provide me some resources or links to learn the >>> concept Ensembling,or if you can could you please provide me a time to a >>> google hangout?Thank you. >>> >>> On Tue, Mar 8, 2016 at 10:41 AM, Hasitha Jayasundara < >>> [email protected]> wrote: >>> >>>> Thank you very much sir.I 'll let you know if there's any issue. >>>> >>>> On Tue, Mar 8, 2016 at 10:03 AM, Supun Sethunga <[email protected]> >>>> wrote: >>>> >>>>> [looping dev] >>>>> >>>>> On Tue, Mar 8, 2016 at 10:01 AM, Supun Sethunga <[email protected]> >>>>> wrote: >>>>> >>>>>> Hi Hasitha, >>>>>> >>>>>> Thank you for your interest in the above project. 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. >>>>>> >>>>>> To start with, you can get to know the Machine Learner product by >>>>>> downloading it and running it (Please use link [1] to download). Official >>>>>> documentation [2] and blog [3] will help you on how to use the product. >>>>>> As >>>>>> the next step, you can go through the source code of WSO2 ML ([4] and >>>>>> [5]), >>>>>> and get familiarized with the current implementations. >>>>>> >>>>>> 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] >>>>>> http://supunsetunga.blogspot.com/2015/09/building-your-first-predictive-model.html >>>>>> [4] https://github.com/wso2/carbon-ml >>>>>> [5] https://github.com/wso2/product-ml >>>>>> >>>>>> Regards, >>>>>> Supun >>>>>> >>>>>> On Tue, Mar 8, 2016 at 9:53 AM, Hasitha Jayasundara < >>>>>> [email protected]> wrote: >>>>>> >>>>>>> Dear Sir, >>>>>>> >>>>>>> I am an undergraduate of University of Moratuwa department of >>>>>>> Electronic and Telecommunication Engineering. I am very much interested >>>>>>> in >>>>>>> machine learning knowledge and i would like to start the project' >>>>>>> Ensemble >>>>>>> Methods Support for WSO2 Machine Learner'.So please provide me some >>>>>>> guide >>>>>>> lines and materials for study and get a clear understanding about the >>>>>>> mentioned project. >>>>>>> >>>>>>> Thank you >>>>>>> >>>>>>> >>>>>> >>>>>> >>>>>> >>>>>> -- >>>>>> *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 >>>>> >>>> >>>> >>> >> >> >> -- >> *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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