Article

Feature Selection by Mutual Information

2025-07-23

Abstract excerpt

Mutual information (MI), a crucial component in statistical inference and an essential tool for data analysis, has been largely overlooked for seven decades in the statistical literature. Emerging from the analysis of data information within the realms of biological, engineering and physical sciences, essential working MI formulas have been involved with asymmetric expressions of terms found in both MI and Shannon...

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Literature Corpus work: 1e9af1a7-7387-564d-a13e-9587616c01e7
DOI: 10.20944/preprints202507.1954.v1

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