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Do You Know the Logical Analysis of Data Methodology (LAD)?

Dernière mise à jour : 21 avr.

V. Margot. Towards Data Science. April, 21st 2022.

Abstract: I recently discovered an area of data analysis that began in 1986 with the work of Peter L. Hammer called Logical Analysis of Data (LAD). When I asked around my circle, no one had heard of it. So I decided to write a short introduction about this original methodology of data analysis. LAD is a binary interpretable classification method, based on a mixture of optimization, Boolean functions and combinatorial theory. But rest assured that no prerequisites are needed to understand the basics of this theory. It is a competitive classification method for analysing datasets consisting of binary observations that offers a clear explanation through its concept of patterns.

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