Nirmal, one key thing to worry about is experience for someone getting started and guide him though even if he does not understand the value set, feature set etc, and Analysis. --Srinath
On Sat, Mar 14, 2015 at 7:30 PM, Nirmal Fernando <[email protected]> wrote: > Hi All, > > Please find the model generation process of WSO2 ML as a diagram below > [1]. Model Generation is one of the key use-cases of WSO2 ML. > Model Generation > > When you login to the WSO2 ML, you will be redirected to a page where you > can see two main entities of WSO2 ML, namely, Datasets and Projects. When > you navigate to the Projects, you could see all the Analyses created for > that project. Analysis is a workflow created to cover the full machine > learning pipeline from data extraction to model generation. When you create > a new Analysis, you could see all the available Value-sets for the > logged-in user. You pick a Value set and start the process of analysing > that Value-set. Then you will be navigated to the data extraction > interface, where you are getting a chance, either to pick an existing > customized feature-set or to create a new customized feature-set. Once you > have picked a feature-set, you could provide the model configuration. Based > on the model configuration, now you could calibrate the corresponding hyper > parameters. Once you have a value-set, customized feature-set, a model > configuration and a calibrated set of hyper-parameters, you could generate > a ML model. > > > [1] > > > > > > -- > > Thanks & regards, > Nirmal > > Senior Software Engineer- Platform Technologies Team, WSO2 Inc. > Mobile: +94715779733 > Blog: http://nirmalfdo.blogspot.com/ > > > -- ============================ Blog: http://srinathsview.blogspot.com twitter:@srinath_perera Site: http://people.apache.org/~hemapani/ Photos: http://www.flickr.com/photos/hemapani/ Phone: 0772360902
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