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埃森哲虚拟工作模拟 - Forage

发布时间：2026-03-17 14:31:54资源ID：2031263472409808898资源类型：免费

该数据集《Accenture Virtual Job Simulation - Forage》主要用于监督学习任务，数据形态以文本为主，应用场景偏向文本内容分析。 题目说明：Accenture Data Analysis & Visualization 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：Content.csv, Reactions.csv, ReactionTypes.csv。 User ID: Unique ID of the user (automatically generated) Name: Full name of user Email: Email address of user Profile User ID: Unique ID of a user that exists in the User table Interests: Interests of the associated user Age: Age of the associated user Location User ID: Unique ID of a user that exists in the User table Address: Full address of the user Session User ID: Unique ID of a user that exists in the User table Device: Mobile device that they used for this session on the application Duration: Amount of time in minutes that this user stayed active on the application during this session

埃森哲虚拟工作模拟 - Forage

摘要概览

该数据集《Accenture Virtual Job Simulation - Forage》主要用于监督学习任务，数据形态以文本为主，应用场景偏向文本内容分析。 题目说明：Accenture Data Analysis & Visualization

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：Content.csv, Reactions.csv, ReactionTypes.csv。

User ID: Unique ID of the user (automatically generated) Name: Full name of user Email: Email address of user Profile User ID: Unique ID of a user that exists in the User table Interests: Interests of the associated user Age: Age of the associated user Location User ID: Unique ID of a user that exists in the User table Address: Full address of the user

Session User ID: Unique ID of a user that exists in the User table Device: Mobile device that they used for this session on the application Duration: Amount of time in minutes that this user stayed active on the application during this session