地球资源数据云——数据资源详情
最简单的糖尿病分类数据集
该数据集《Easiest Diabetes Classification Dataset》主要用于多分类任务，数据形态以表格为主，应用场景偏向医疗健康。 题目说明：Easiest Diabetes Dataset for Classification Problems. 任务类型：表格多分类。 建议流程：先做缺失值/异常值处理与特征编码，再比较逻辑回归、随机森林、XGBoost。 评估建议：使用分层切分或交叉验证，优先关注 F1、Recall、AUC 等分类指标。 可用文件：Diabetes Classification.csv。 The dataset consists of 100+ patient records. Each record contains the following information: Age: The patient's age, in years. Gender: The patient's gender, male or female. BMI: The patient's body mass index (BMI), a measure of weight relative to height. Blood pressure: The patient's blood pressure, in mmHg.
摘要概览
该数据集《Easiest Diabetes Classification Dataset》主要用于多分类任务，数据形态以表格为主，应用场景偏向医疗健康。 题目说明：Easiest Diabetes Dataset for Classification Problems.
任务类型：表格多分类。
建议流程：先做缺失值/异常值处理与特征编码，再比较逻辑回归、随机森林、XGBoost。
评估建议：使用分层切分或交叉验证，优先关注 F1、Recall、AUC 等分类指标。
可用文件：Diabetes Classification.csv。
The dataset consists of 100+ patient records. Each record contains the following information:
Age: The patient's age, in years.
Gender: The patient's gender, male or female.
BMI: The patient's body mass index (BMI), a measure of weight relative to height.
Blood pressure: The patient's blood pressure, in mmHg.