地球资源数据云——数据资源详情

保险分类

发布时间：2026-03-17 14:32:39资源ID：2031258586867732481资源类型：免费

该数据集《Insurance Classification》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：Predictive Modeling for Risk Assessment in Insurance 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：insurance_classification.csv。 Here's a brief description for each column in the dataset: Age: Represents the age of the insured individual. Sex: Indicates the gender of the insured individual (male or female). BMI: Stands for Body Mass Index, a measure of body fat based on height and weight. Children: Denotes the number of children or dependents covered by the insurance policy.

保险分类

摘要概览

该数据集《Insurance Classification》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：Predictive Modeling for Risk Assessment in Insurance

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：insurance_classification.csv。

Here's a brief description for each column in the dataset:

Age: Represents the age of the insured individual.

Sex: Indicates the gender of the insured individual (male or female).

BMI: Stands for Body Mass Index, a measure of body fat based on height and weight.

Children: Denotes the number of children or dependents covered by the insurance policy.