Search Results for author: Roman Sraj

Found 2 papers, 2 papers with code

Investigating the Impact of Independent Rule Fitnesses in a Learning Classifier System

1 code implementation12 Jul 2022 Michael Heider, Helena Stegherr, Jonathan Wurth, Roman Sraj, Jörg Hähner

Achieving at least some level of explainability requires complex analyses for many machine learning systems, such as common black-box models.

Model Selection

Separating Rule Discovery and Global Solution Composition in a Learning Classifier System

1 code implementation3 Feb 2022 Michael Heider, Helena Stegherr, Jonathan Wurth, Roman Sraj, Jörg Hähner

However, it is essential to profit from their application, resulting in a need for explanations for both the decision making process and the model.

Decision Making

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