Seems this is a recommendation type of a problem for me. Can you try https://docs.wso2.com/display/ML110/Generating+a+Model+Using+the+Colloborative+Filtering+for+Implicit+Feedback+Data+Algorithm
On Sun, Dec 13, 2015 at 12:58 PM, NIFRAS ISMAIL <[email protected]> wrote: > Hi Nirmal, > > For Multi-Class Multi-Label Classification Could you please refer this[1] > > The problem is to find the behavioural patterns between consumers. ( It's > not market basket analysis) > > Example : > transaction ID 1: SalaryUSD 15K - Have2Childeren - MemberCardGold - > BuyedProductAnchor > transaction ID 2: SalaryUSD 15K - Have2Childeren - MemberCardGold - > BuyedProductTea > transaction ID 3: SalaryUSD 15K - Have2Childeren - MemberCardGold - > BuyedProductChickenMalto > > if new customer comes with SalaryUSD 15K - Have2Childeren - MemberCardGold > - catagories I need to suggest {BuyedProductAnchor , BuyedProductTea, > BuyedProductChickenMalto } > > Hope you get my problem. > > [1] http://scikit-learn.org/stable/modules/multiclass.html > > > Regards. > *M. Nifras Ismail* > [image: LinkedIn] <http://lk.linkedin.com/pub/nifras-ismail/54/343/94b> > > > > On Sun, Dec 13, 2015 at 12:37 PM, Nirmal Fernando <[email protected]> wrote: > >> What does multi-class multi-label means? What's the use case you are >> trying to solve? >> >> On Sun, Dec 13, 2015 at 12:31 PM, NIFRAS ISMAIL <[email protected]> >> wrote: >> >>> Hi Maheshakya, >>> Thank your reply I have did those earlier on multi-class classification >>> techniques but my issue is not only multi-class classification it's >>> multi-class multi-label problem. >>> >>> That is on multi-class, I only predict which class label is suitable for >>> me. . Here I need to predict which labels are suitable. >>> >>> Example >>> >>> consider the following >>> dataset >>> : >>> >>> >>> I have got result from WSO2 ML is 'kill' >>> >>> >>> >>> But I should got the list of predictions like "kill" , "Yes" >>> >>> >>> Do I get this list from WSO2 ML? Is there any other possibilities. I am >>> not aware of WSO2 CEP. >>> >>> Looking forward your great support. >>> >>> Thank you >>> >>> Nifras >>> >>> >>> >>> >>> >>> >>> On Dec 10, 2015 9:45 AM, "Maheshakya Wijewardena" <[email protected]> >>> wrote: >>> >>>> Hi, >>>> >>>> You can use the multi class classification algorithms in WSO2 Machine >>>> Learner for your task. The quick start guide( >>>> https://docs.wso2.com/display/ML100/Quick+Start+Guide) describes the >>>> steps you have to follow from uploading a dataset to predicting from a >>>> trained a model. >>>> If you need to predict from data online (in case a new customer comes), >>>> use WSO2 CEP extension for ML predictions( >>>> https://docs.wso2.com/display/ML100/WSO2+CEP+Extension+for+ML+Predictions >>>> ). >>>> >>>> Best regards. >>>> >>>> On Wed, Dec 9, 2015 at 4:41 PM, NIFRAS ISMAIL <[email protected]> >>>> wrote: >>>> >>>>> Hi Machine Learners, >>>>> >>>>> Again I need your favour for Data Anaysis on My final year projects. >>>>> >>>>> My Meta Data Labels are >>>>> >>>>> >>>>> "city","country","birthdate","education","gender","houseowner","marital_status","member_card","num_cars_owned","num_children_at_home","occupation","postal_code","state_province","total_children","yearly_income","product_name" >>>>> >>>>> You may notice that this is a customer and his transaction mapping >>>>> data of a shopping mall. >>>>> >>>>> Class Label is : product_name >>>>> >>>>> Problem: My issue is I need to find the interest classes from my data >>>>> which contains the above headers. >>>>> >>>>> then If a new customer come to the mall I may predict which item he >>>>> will looking for using Multi Class Multi Label Classification. >>>>> >>>>> >>>>> Could Any one there to help to me ? Looking forward your reply ML Team >>>>> >>>>> Thank you >>>>> >>>>> >>>>> Regards. >>>>> *M. Nifras Ismail* >>>>> [image: LinkedIn] >>>>> <http://lk.linkedin.com/pub/nifras-ismail/54/343/94b> >>>>> >>>>> >>>>> >>>>> >>>>> >>>>> Sent with MailTrack >>>>> <https://mailtrack.io/install?source=signature&lang=en&[email protected]&idSignature=22> >>>>> >>>>> _______________________________________________ >>>>> Dev mailing list >>>>> [email protected] >>>>> http://wso2.org/cgi-bin/mailman/listinfo/dev >>>>> >>>>> >>>> >>>> >>>> -- >>>> Pruthuvi Maheshakya Wijewardena >>>> Software Engineer >>>> WSO2 : http://wso2.com/ >>>> Email: [email protected] >>>> Mobile: +94711228855 >>>> >>>> >>>> >>> >>> >>> Sent with MailTrack >>> <https://mailtrack.io/install?source=signature&lang=en&[email protected]&idSignature=22> >>> >>> >>> >>> Sent with MailTrack >>> <https://mailtrack.io/install?source=signature&lang=en&[email protected]&idSignature=22> >>> >>> _______________________________________________ >>> 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/ >> >> >> > -- Thanks & regards, Nirmal Team Lead - WSO2 Machine Learner Associate Technical Lead - Data Technologies Team, WSO2 Inc. Mobile: +94715779733 Blog: http://nirmalfdo.blogspot.com/
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