Normalization of Dataset for Measuring Compactness

Mukhammadiev Ravshan Abduvali ogli¹ and Mukhamadiev Abdivali Shukurovich²*
¹National University of Uzbekistan, Tashkent, Uzbekistan
²Tashkent University of Information Technologies named by Muhammad Al- Khwarizmi, Tashkent, Uzbekistan
*Corresponding Author: Mukhamadiev Abdivali Shukurovich, Doctor of physical and mathematical science, professor Television and media technologies of Tashkent University of Information Technologies named after Muhammad Al-Khwarizmi, Tashkent, Uzbekistan.

Published: July 23, 2024

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Abstract  

The article dedicated to finding measure of compactness of normalized dataset, and analyze dataset with using compactness. For finding measure of compactness, we search for hidden regularities from “jaw” database. In this way we need consider n-p full task and it will be 2ⁿ combinations. To solve this task, we use heuristic way with using binary matrix. In the article, we use various methods which find normalization of dataset. Our experiments were taken from “jaw” and we obtained a result from this dataset.

Keywords: object; set; class; feature; nominal; quantitative; space; similarity matrix

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