Can there be a requirement to maintain subsets of the initial dataset under a project? For example, certain methods of preprocessing or slicing the dataset in different dimensions could produce multiple subsets of data. Subsequently, we may want to apply various mining algorithms on these resulting subsets of data. As computing such subsets can be costly, it may be beneficial to store precomputed subsets of data under a project. Another example is that once a clustering algorithm is applied, users may want to preserve data in certain clusters for further processing. In that case, users can select one or more clusters and generate subsets of data.
Are we planning to add visualizations to the results produced by mining algorithms. For example, we can mark data points belonging to different clusters by different colors/shapes. Such visualizations can also assist in selecting better algorithms or tuning parameters. Regards, Chathura On Wed, Oct 29, 2014 at 11:54 AM, Supun Sethunga <[email protected]> wrote: > Hi, > > Follow are the features of the "project" concept of WSO2 ML. > > - Users start working on a data-set by creating a project, and > importing a data-set to the project. > - Project can have only one data-set. > - User can built several models using different configurations > (different algorithms, hyperparameter-values, different pre-processing > options and etc.) for a single data-set. This means that a single project > may contain several models. > - Multiple users can work on the same project, and built models on the > same data-set. > - Models built within a project can be compared in-terms of > performance/accuracy. (*Yet to be implemented*) > - Users can be added/removed to/from projects. > > Once users logged-in, they can see the list of projects they are working > on/ assigned to. Projects can be opened or deleted. Upon deletion, the > data-set associated with the project and all the models that have been > created under that project will be removed. > > Appreciate any comments/feedback. Please find the ER-Diagram and > screen-shots in the attachments. > > Regards, > Supun > > -- > *Supun Sethunga* > Software Engineer > WSO2, Inc. > lean | enterprise | middleware > Mobile : +94 716546324 > > _______________________________________________ > Architecture mailing list > [email protected] > https://mail.wso2.org/cgi-bin/mailman/listinfo/architecture > >
_______________________________________________ Architecture mailing list [email protected] https://mail.wso2.org/cgi-bin/mailman/listinfo/architecture
