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FRI-Feature Relevance Intervals for Interpretable and Interactive Data Exploration
Most existing feature selection methods are insufficient for analytic purposes as soon as high dimensional data or redundant sensor …
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Feature Relevance Bounds for Ordinal Regression
The increasing occurrence of ordinal data, mainly sociodemographic, led to a renewed research interest in ordinal regression, i.e. the …
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Feature Relevance Bounds for Linear Classification
Biomedical applications often aim for an identification of relevant features for a given classification task, since these carry the …
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