地球资源数据云——数据资源详情
2025 年亚马逊销售额
该数据集《Amazon Sales 2025》主要用于监督学习任务，数据形态以表格为主，应用场景偏向金融风控。 题目说明：Amazon Sales Data in 2025 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：amazon_sales_data 2025.csv。 Amazon Sales Dataset Description This dataset contains 250 records of Amazon sales transactions, including details about the products sold, customers, payment methods, and order statuses. Columns Description: Order ID - Unique identifier for each order (e.g., ORD0001). Date - Date of the order. Product - Name of the product purchased. Category - Product category (Electronics, Clothing, Home Appliances, etc.).
摘要概览
该数据集《Amazon Sales 2025》主要用于监督学习任务，数据形态以表格为主，应用场景偏向金融风控。 题目说明：Amazon Sales Data in 2025
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：amazon_sales_data 2025.csv。
Amazon Sales Dataset Description This dataset contains 250 records of Amazon sales transactions, including details about the products sold, customers, payment methods, and order statuses.
Columns Description: Order ID - Unique identifier for each order (e.g., ORD0001).
Date - Date of the order.
Product - Name of the product purchased.
Category - Product category (Electronics, Clothing, Home Appliances, etc.).