Type 2 Diabetes Dataset

This diabetes dataset was collected from 2000 people at the Frankfurt Hospital, Germany. There are eight features in the dataset. Among the 2000 samples, 684 people are Diabetes patients and the rest of them are normal. This dataset is available in the Kaggle repository. The eight features are given below.i. Pregnancies: To express the Number of pregnanciesii. Glucose: To express the Glucose level in bloodiii. BloodPressure: To express the Blood pressure measurementiv. SkinThickness: To express the thickness of the skinv. Insulin: To express the Insulin level in bloodvi. BMI: To express the Body mass indexvii. DiabetesPedigreeFunction: To express the Diabetes percentageviii. Age: To express the age 

搜集汇总

背景与挑战

背景概述

该数据集收集自德国法兰克福医院的2000名个体，包含8个关键生理特征（如血糖、血压、BMI等），用于区分糖尿病（684例）与正常人群。数据集旨在支持糖尿病相关研究，通过'Outcome'字段（1表示糖尿病，0表示正常）提供明确的分类标签。