Outlier detection. Isolated forest acts on the two-dimensional data space composed of age-BMI, VSP-Cre, etc. The red points are scattered outside the green cluster and are the abnormal points identified by isolated forest.

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The decision tree. Orange nodules indicate hyperlipidemia and blue...

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Article

Full-text available

Jul 2023

Tingting Zhang
Dantong Ouyang
Chenglin Sun
[...]
Hongtao Bai

Objectives: This study is designed to analyze the potential influencing factors of hyperlipidemia, and to explore the relationship between liver function indicators such as gamma-glutamyltransferase (GGT) and hyperlipidemia. Methods: Data were derived from 7599 outpatients who visited the Department of Endocrinology of the First Hospital of Jili...