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Feature Selection

This directory contains 4 workflows.

Automated Feature Selection 

This component applies an embedded feature selection algorithm. By default, a Random forest is used as model which could be changed inside the component.

Automated Feature Selection (Model Input) 

This component applies an embedded feature selection algorithm. By default, a Random forest is used as model which could be changed inside the component.

Automated Statistical Feature Selection 

This component automatically runs a number of statistical tests in order to calculate a relevance for each of the selected columns. Based on a threshold, […]

Guided Statistical Feature Selection 

The Component does not produce any view or page withing the WebPortal application, but it processes the data by running a number of statistical tests to be […]