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User Interface (ui) application which implements the automated feature selection provided by the 'fscaret' package of R-environment.

This application allow user to predict dissolution profile of solid dispersion systems based on algorithms like symbolic regression, deep neural networks, random forests or generalized boosted models. Those techniques can be combined to create expert system. Application was created as a part of project K/DSC/004290 subsidy for young researchers from Polish Ministry of Higher Education.

This is a variant of k-means algorithm which allows datas to belong to several clusters instead of just one.