地球资源数据云——数据资源详情
教育与职业成功
该数据集《Education & Career Success》主要用于二分类任务，数据形态以表格为主，应用场景偏向交通/汽车。 题目说明：Gather school/university performance data and correlate it with career outcomes. 任务类型：表格二分类。 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：education_career_success.csv。 The Education and Career Success dataset explores how students’ academic achievements, skills, and extracurricular activities translate into real - world career outcomes. By combining educational metrics (GPA, test scores, field of study) with measures of practical experience (internships, projects, certifications) and soft - skill indicators (networking, communication), this dataset provides a holistic view of the factors that drive early - career success. Key Features Student Demographics Student_ID: Unique identifier
摘要概览
该数据集《Education & Career Success》主要用于二分类任务，数据形态以表格为主，应用场景偏向交通/汽车。 题目说明：Gather school/university performance data and correlate it with career outcomes.
任务类型：表格二分类。
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：education_career_success.csv。
The Education and Career Success dataset explores how students’ academic achievements, skills, and extracurricular activities translate into real - world career outcomes.
By combining educational metrics (GPA, test scores, field of study) with measures of practical experience (internships, projects, certifications) and soft - skill indicators (networking, communication), this dataset provides a holistic view of the factors that drive early - career success.
Key Features
Student Demographics
Student_ID: Unique identifier