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Information Theoretic Multi-Target Feature Selection via Output Space Quantization †

A key challenge in information theoretic feature selection is to estimate mutual information expressions that capture three desirable terms—the relevancy of a feature with the output, the redundancy and the complementarity between groups of features. The challenge becomes more pronounced in multi-ta...

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Foilsithe in:Entropy (Basel)
Main Authors: Sechidis, Konstantinos, Spyromitros-Xioufis, Eleftherios, Vlahavas, Ioannis
Formáid: Artigo
Teanga:Inglês
Foilsithe: MDPI 2019
Ábhair:
Rochtain Ar Líne:https://ncbi.nlm.nih.gov/pmc/articles/PMC7515384/
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/e21090855
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