Linear Classification

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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Interpretation of Linear Classifiers by Means of Feature Relevance Bounds
Research on feature relevance and feature selection problems goes back several decades, but the importance of these areas continues to …
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