FRI -- Feature Relevance Intervals for Interpretable and Interactive Data Exploration

no code implementations • 2 Mar 2019 • Lukas Pfannschmidt, Christina Göpfert, Ursula Neumann, Dominik Heider, Barbara Hammer

Most existing feature selection methods are insufficient for analytic purposes as soon as high dimensional data or redundant sensor signals are dealt with since features can be selected due to spurious effects or correlations rather than causal effects.

feature selection General Classification +1