Smaller feature subset selection for real-world datasets using a new mutual information with Gaussian gain

DOI10.1007/S11045-018-0612-2zbMath1411.94034OpenAlexW2888371520WikidataQ129378148 ScholiaQ129378148MaRDI QIDQ2002418

Seba Susan, Madasu Hanmandlu

Publication date: 12 July 2019

Published in: Multidimensional Systems and Signal Processing (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s11045-018-0612-2

zbMATH Keywords

mutual informationfeature selectionfeature rankinginformation theoretic measuresnon-extensive entropy with Gaussian gain

Mathematics Subject Classification ID

Measures of information, entropy (94A17)

Uses Software

• UCI-ml

Cites Work

• A Mathematical Theory of Communication
• Comments on supervised feature selection by clustering using conditional mutual information-based distances
• High-Dimensional Feature Selection by Feature-Wise Kernelized Lasso
• Approximating discrete probability distributions with dependence trees
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