地球资源数据云——数据资源详情
UIUC CS 统计
该数据集《UIUC CS statistics》主要用于监督学习任务，数据形态以文本为主。 题目说明：Years of UIUC computer science undergraduate/graduate school statistics 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：Number of Graduate Students and Degrees Granted.csv, Undergraduate Degrees Granted.csv, Undergraduate Enrollments.csv。 Context I am studying for a master's degree in CS at Unversity of Illinois - Urbana Champaign and was curious what's the number of students enrolling and graduating the CS undergraduate and graduate school. Fortunately, there is a page from UIUC that has the latest years of data for undergraduate and graduate students. https://cs.illinois.edu/about - us/statistics Content
摘要概览
该数据集《UIUC CS statistics》主要用于监督学习任务，数据形态以文本为主。 题目说明：Years of UIUC computer science undergraduate/graduate school statistics
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：Number of Graduate Students and Degrees Granted.csv, Undergraduate Degrees Granted.csv, Undergraduate Enrollments.csv。
Context
I am studying for a master's degree in CS at Unversity of Illinois - Urbana Champaign and was curious what's the number of students enrolling and graduating the CS undergraduate and graduate school.
Fortunately, there is a page from UIUC that has the latest years of data for undergraduate and graduate students.
https://cs.illinois.edu/about - us/statistics
Content