地球资源数据云——数据资源详情
顶尖大学计算机科学
该数据集《Top Universities Computer Science》主要用于监督学习任务，数据形态以表格为主。 题目说明：Dataset containing top universities by computer science subject 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：universities.csv。 The dataset contains best universities by computer science subject ranked from 2020 to 2023, the universities can change their rank and scores over the years If you found this dataset usefull you can leave a like. Columns rank:The placement of the university wrt. the others year:The year when the university was ranked cs_overall_score:The score of the university on computer science subject cs_academic_reputation:Score of how famous is the university cs_emloyer_reputation:Score of the reputation of the teachers and researchers cs_citations_per_paper:Score of how good are the scientific papers cs_index_citations:Score
摘要概览
该数据集《Top Universities Computer Science》主要用于监督学习任务，数据形态以表格为主。 题目说明：Dataset containing top universities by computer science subject
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：universities.csv。
The dataset contains best universities by computer science subject ranked from 2020 to 2023, the universities can change their rank and scores over the years
If you found this dataset usefull you can leave a like.
Columns
rank:The placement of the university wrt.
the others year:The year when the university was ranked cs_overall_score:The score of the university on computer science subject cs_academic_reputation:Score of how famous is the university cs_emloyer_reputation:Score of the reputation of the teachers and researchers cs_citations_per_paper:Score of how good are the scientific papers cs_index_citations:Score