地球资源数据云——数据资源详情
学生表现和出勤数据集
该数据集《Student Performance and Attendance Dataset》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：Practice Data Cleaning, Analysis, and Visualization with Education - Focused Data 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：attendance.csv, homework.csv, performance.csv 等 5 个文件。 Description: This synthetic dataset is designed to help beginners and intermediate learners practice data cleaning and analysis in a realistic setting. It simulates a student tracking system, covering key areas like: Attendance tracking Homework completion Exam performance Parent - teacher communication
摘要概览
该数据集《Student Performance and Attendance Dataset》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：Practice Data Cleaning, Analysis, and Visualization with Education - Focused Data
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：attendance.csv, homework.csv, performance.csv 等 5 个文件。
Description: This synthetic dataset is designed to help beginners and intermediate learners practice data cleaning and analysis in a realistic setting. It simulates a student tracking system, covering key areas like:
Attendance tracking
Homework completion
Exam performance
Parent - teacher communication