地球资源数据云——数据资源详情

客户购买行为数据集

发布时间：2026-03-17 14:30:08资源ID：2033785760921325570资源类型：免费

该数据集《Customer Purchases Behaviour Dataset》主要用于监督学习任务，数据形态以表格为主。 题目说明：Simulated Dataset of Customer Purchase Behavior 任务类型：表格监督学习。 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：customer_data.csv。 Subtitle: Simulated Dataset of Customer Purchase Behavior Description: This dataset contains simulated data representing customer purchase behavior. It includes various features such as age, gender, income, education, region, loyalty status, purchase frequency, purchase amount, product category, promotion usage, and satisfaction score. File Information: File Format: CSV Number of Rows: 100000

客户购买行为数据集

摘要概览

该数据集《Customer Purchases Behaviour Dataset》主要用于监督学习任务，数据形态以表格为主。 题目说明：Simulated Dataset of Customer Purchase Behavior

任务类型：表格监督学习。

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：customer_data.csv。

Subtitle: Simulated Dataset of Customer Purchase Behavior

Description: This dataset contains simulated data representing customer purchase behavior. It includes various features such as age, gender, income, education, region, loyalty status, purchase frequency, purchase amount, product category, promotion usage, and satisfaction score.

File Information:

File Format: CSV

Number of Rows: 100000