地球资源数据云——数据资源详情
2011-2024年泰晤士高等教育世界大学排名
该数据集《THE World University Rankings 2011 - 2024》主要用于监督学习任务，数据形态以表格为主，应用场景偏向环保分类。 题目说明：The Times Higher Education World University Rankings 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：2011_rankings.csv, 2012_rankings.csv, 2013_rankings.csv 等 14 个文件。 The THE World University Rankings provide the definitive list of the world’s best universities, with an emphasis on the research mission. It is the only global university league table to judge research - intensive universities across all of their core missions: teaching (the learning environment); research (volume, income and reputation); citations (research influence); industry income (knowledge transfer) and international outlook (staff, students and research). It uses 13 carefully calibrated performance indicators to provide the most comprehensive and balanced comparisons. The overall list is accompanied by 11 subject - specific rankings. Original data, as well as ranking methodology described per each year, is available on the official website www.timeshighereducation.com
摘要概览
该数据集《THE World University Rankings 2011 - 2024》主要用于监督学习任务，数据形态以表格为主，应用场景偏向环保分类。 题目说明：The Times Higher Education World University Rankings
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：2011_rankings.csv, 2012_rankings.csv, 2013_rankings.csv 等 14 个文件。
The THE World University Rankings provide the definitive list of the world’s best universities, with an emphasis on the research mission.
It is the only global university league table to judge research - intensive universities across all of their core missions: teaching (the learning environment); research (volume, income and reputation); citations (research influence); industry income (knowledge transfer) and international outlook (staff, students and research).
It uses 13 carefully calibrated performance indicators to provide the most comprehensive and balanced comparisons. The overall list is accompanied by 11 subject - specific rankings.
Original data, as well as ranking methodology described per each year, is available on the official website www.timeshighereducation.com