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A relevance filter is proposed which removes features based on the mutual information between class labels and features. It is proven that both feature independence and class condi...
As a causality criterion we propose the conditional relative entropy. The relationship with information theoretic functionals mutual information and entropy is established. The con...
Gert Van Dijck, Jo Van Vaerenbergh, Marc M. Van Hu...