地球资源数据云——数据资源详情

巴基斯坦教育体系

该数据集《Pakistani Education System》主要用于回归/预测任务，数据形态以表格为主。 题目说明：Limited time to cover the entire curriculum 任务类型：表格回归/预测。 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：Limited time to cover the entire curriculum..csv, Pakistani Education System.csv。 School Days Available: Number of actual school days available for study in the academic year. Hours per Day: Number of school hours per day. Total Hours Available: Total hours available in the year (School Days Available × Hours per Day). Total Syllabus Hours: Estimated hours required to cover the full syllabus. Syllabus Coverage Rate: Percentage of the syllabus that can be realistically covered within the available time. Average Time per Topic: Average time (in hours) allocated per topic to complete the syllabus. Required Extra Study Hours: Additional hours needed beyond school time to cover the syllabus. Weekend Study Requirement: Whether students need to study on weekends to complete the syllabus. Holiday Impact: Impact of holidays (Eid, national holidays) on available school days. Teacher Efficiency: Estimated effectiveness of teachers in covering the syllabus within time limits. Extracurricular Impact: Impact of extracurricular activities on study hours. Student Stress Level: Estimated stress level due to limited time and heavy workload. Parental Support Level: Level of parental support in helping students manage the syllabus. Exam Preparation Time: Time allocated specifically for exam preparation, apart from regular studies.