地球资源数据云——数据资源详情
学生表现因素
该数据集《Student Performance Factors》主要用于监督学习任务，数据形态以表格为主。 题目说明：Insights into Student Performance and Contributing Factors 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：StudentPerformanceFactors.csv。 Description This dataset provides a comprehensive overview of various factors affecting student performance in exams. It includes information on study habits, attendance, parental involvement, and other aspects influencing academic success. Column Descriptions | Attribute | Description | | Hours_Studied | Number of hours spent studying per week. | | Attendance | Percentage of classes attended. |
摘要概览
该数据集《Student Performance Factors》主要用于监督学习任务，数据形态以表格为主。 题目说明：Insights into Student Performance and Contributing Factors
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：StudentPerformanceFactors.csv。
Description This dataset provides a comprehensive overview of various factors affecting student performance in exams. It includes information on study habits, attendance, parental involvement, and other aspects influencing academic success.
Column Descriptions
| Attribute | Description |
| Hours_Studied | Number of hours spent studying per week. |
| Attendance | Percentage of classes attended. |
常见问题
学生表现因素是什么？
该数据集《Student Performance Factors》主要用于监督学习任务，数据形态以表格为主。
学生表现因素是什么数据格式？坐标系是什么？
数据格式为 CSV。
如何获取并引用学生表现因素？
在本页登录后即可下载。建议引用格式：地球资源数据云. 学生表现因素. https://www.gis5g.com/dataset/2031997304092135425