You can use Random Forest Regression too. It should be more accurate than linear regression.
Also, can you please explain the use-case? On Mon, Jul 25, 2016 at 3:40 PM, Nihla Akram <[email protected]> wrote: > Hello Srinath, > > > Yes, we used WSO2 ML. > > We received some csv files containing the weather and other related data > from Magda in order to predict the clearing price using WSO2 ML. > > Initially we used Linear Regression with the default configurations. > > Below is the prediction obtained by changing the Parameter configurations. > These results are quite close to the initial predicted values obtained from > Magda. > > > Thanks, > Nihla > > On Mon, Jul 25, 2016 at 2:52 PM, Srinath Perera <[email protected]> wrote: > >> adding archtecture@ >> >> What tool did you used to train the regression? Is it WSO2 ML. Can you >> share details about the process? >> >> --Srinath >> >> On Mon, Jul 25, 2016 at 2:04 PM, Sanjaya De Silva <[email protected]> >> wrote: >> >>> Hi all, >>> >>> Following are the files that I used to train and test. >>> >>> On Mon, Jul 25, 2016 at 1:59 PM, Nihla Akram <[email protected]> wrote: >>> >>>> Hello All, >>>> >>>> >>>> The following are few attachments which was used to train and test the >>>> ML values obtained for clearing price. Please note that the predicted >>>> values weren't accurate. >>>> *trainerData.csv* is the file used to train the model. >>>> *resultData.csv* is the result file produced for predictions on* >>>> testData.csv* file. >>>> >>>> >>>> The configurations of the Model were as follows. >>>> Algorithm : Linear Regression >>>> Response variable : clearingprice >>>> Train data fraction : 0.7 >>>> >>>> >>>> >>>> Thanks, >>>> Nihla >>>> >>>> >>>> -- >>>> *Nihla Akram* >>>> Software Engineering Intern >>>> >>>> +94 72 667 9482 <%2B94%2072%6679482> >>>> >>>> >>> >>> >>> -- >>> Thank you >>> Best Regards >>> >>> Sanjaya De Silva >>> Trainee Software Engineer >>> WSO2 >>> +94774181056 >>> >> >> >> >> -- >> ============================ >> Srinath Perera, Ph.D. >> http://people.apache.org/~hemapani/ >> http://srinathsview.blogspot.com/ >> > > > > -- > *Nihla Akram* > Software Engineering Intern > > +94 72 667 9482 <%2B94%2072%6679482> > > > _______________________________________________ > Architecture mailing list > [email protected] > https://mail.wso2.org/cgi-bin/mailman/listinfo/architecture > > -- 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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