Logical Approach to Finding Outliers in Data

被引：0
|
作者：
Lyutikova L.A. [1 ]
机构：
[1] Institute of Applied Mathematics and Automation of the Kabardino-Balkar Scientific Center of the Russian Academy of Sciences, Nalchik
来源：
Journal of Mathematical Sciences | 2022年 / 260卷 / 2期
关键词：
68T27; classifier; informative value; logical algorithm; outlier; weight characteristic;
D O I：
10.1007/s10958-022-05684-4
中图分类号：
学科分类号：
摘要：
In this paper, we discuss a logical approach to classification of data and identification of outlier in them. We propose an algorithm for finding all possible classes for a given subject area based on the classifier logical function. We analyze these classes and identify the most pronounced patterns corresponding to the classification principles. © 2022, Springer Science+Business Media, LLC, part of Springer Nature.
引用
收藏
页码：202 / 209
页数：7
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