The results showed that the Feature Usage Diagram is easy to learn and understand. Moreover, by visualising useful information, it has potential to support ...

Currently, software industry urgently requires mechanisms and approaches to reduce unnecessary or low value features. In this paper, we introduce a modelling ...

Feature Usage Diagram for Feature. Reduction. Sarunas Marciuska, Cigdem Gencel, Xiaofeng. Wang, and Pekka Abrahamsson. Page 2. Outline. • Research Problem.

The results showed that the Feature Usage Diagram is easy to learn and understand. Moreover, by visualising useful information, it has potential to support ...

Feature Usage Diagram for Feature Reduction. Sarunas Marciuska, Cigdem Gencel, Xiaofeng Wang, and Pekka Abrahamsson. Free University of Bolzano-Bozen.

Feature Name shows the name of a Feature. Feature Usage shows how many times a Feature was used. This attribute provides one of the key information for feature ...

In this data analysis report, I usually focus on feature visualization and selection as a different from other kernels.

Jul 9, 2023 · Use it to remove noise feature or create new useful ones. That way you are reducing the noise/bias/skewness in the most accurate/correct way.

Jun 4, 2013 · The results showed that the Feature Usage Diagram is easy to learn and understand. Moreover, by visualising useful information, it has potential ...