地球资源数据云——数据资源详情

印度肝脏病患者记录

发布时间：2026-03-17 14:32:14资源ID：2031261649338798082资源类型：免费

该数据集《Indian Liver Patient Records》主要用于监督学习任务，数据形态以文本为主，应用场景偏向医疗健康。 题目说明：Patient records collected from North East of Andhra Pradesh, India 任务类型：文本监督学习。 建议流程：先做文本清洗与分词，再比较 TF - IDF+线性模型 与 预训练语言模型。 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：indian_liver_patient.csv。 Context Patients with Liver disease have been continuously increasing because of excessive consumption of alcohol, inhale of harmful gases, intake of contaminated food, pickles and drugs. This dataset was used to evaluate prediction algorithms in an effort to reduce burden on doctors. Content This data set contains 416 liver patient records and 167 non liver patient records collected from North East of Andhra Pradesh, India. The "Dataset" column is a class label used to divide groups into liver patient (liver disease) or not (no disease). This data set contains 441 male patient records and 142 female patient records. Any patient whose age exceeded 89 is listed as being of age "90".

印度肝脏病患者记录

摘要概览

该数据集《Indian Liver Patient Records》主要用于监督学习任务，数据形态以文本为主，应用场景偏向医疗健康。 题目说明：Patient records collected from North East of Andhra Pradesh, India

任务类型：文本监督学习。

建议流程：先做文本清洗与分词，再比较 TF - IDF+线性模型 与 预训练语言模型。

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：indian_liver_patient.csv。

Context

Patients with Liver disease have been continuously increasing because of excessive consumption of alcohol, inhale of harmful gases, intake of contaminated food, pickles and drugs. This dataset was used to evaluate prediction algorithms in an effort to reduce burden on doctors.

Content

This data set contains 416 liver patient records and 167 non liver patient records collected from North East of Andhra Pradesh, India. The "Dataset" column is a class label used to divide groups into liver patient (liver disease) or not (no disease). This data set contains 441 male patient records and 142 female patient records.

Any patient whose age exceeded 89 is listed as being of age "90".