地球资源数据云——数据资源详情

大学记分卡 - 美国教育部

该数据集《College Scorecard - U.S Department of Education》主要用于多分类任务，数据形态以表格为主，应用场景偏向金融风控。 题目说明：The Student Debt Crisis in America 任务类型：表格多分类。 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：Most - Recent - Cohorts - Scorecard - Elements.csv。 College Scorecard The College Scorecard dataset is provided by the U.S. Department of Education and contains information on nearly every college and university in the United States. The dataset includes data on student loan repayment rates, graduation rates, affordability, earnings after graduation, and more. The goal of this dataset is to help students make informed decisions about their college choice by providing them with clear and concise information about each school's performance How to use the dataset This dataset can help understand the cost of attending college in the United States, as well as the average debt load for students. It can also be used to compare different schools in terms of their graduation rates and repayment rates Columns