地球资源数据云——数据资源详情
2022年美国大学排名和学费
该数据集《2022 US College Rankings and Tuition Costs》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：Which US colleges in 2022 were the best in terms of education quality and price? 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：2022 US College Rankings.csv。 I wanted to look at the relationship between US college tuition and the quality of schools in 2022. While quality is very subjective, and the U.S. News & World Report rankings have received a lot of criticism of late for its methodology, it's still the most common means of evaluation. It is my hope that this dataset can be used to better evaluate the relationship between tuition and school rankings.
摘要概览
该数据集《2022 US College Rankings and Tuition Costs》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：Which US colleges in 2022 were the best in terms of education quality and price?
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：2022 US College Rankings.csv。
I wanted to look at the relationship between US college tuition and the quality of schools in 2022. While quality is very subjective, and the U.S. News & World Report rankings have received a lot of criticism of late for its methodology, it's still the most common means of evaluation.
It is my hope that this dataset can be used to better evaluate the relationship between tuition and school rankings.