地球资源数据云——数据资源详情
教育数据集
该数据集《Education DataSet》主要用于监督学习任务，数据形态以表格为主，应用场景偏向金融风控。 题目说明：Education Indicator - 107 countries - 2014 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：Education Indicators 2014.csv。 Education is an area that interests me and I wanted to have a clearer picture of the level of education in different countries of the world. So the idea of this project appeared. After collecting data from 107 countries in the world, I want to analyze the level of schooling of the population according to indicators such as the primary school cycle, the percentage of pupils who repeat the primary school, those who start the primary cycle and those who continue, the unemployed population, GDP, life expectancy at birth and, at the same time, the total population. Indicators used: Population GDP
摘要概览
该数据集《Education DataSet》主要用于监督学习任务，数据形态以表格为主，应用场景偏向金融风控。 题目说明：Education Indicator - 107 countries - 2014
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：Education Indicators 2014.csv。
Education is an area that interests me and I wanted to have a clearer picture of the level of education in different countries of the world. So the idea of this project appeared.
After collecting data from 107 countries in the world, I want to analyze the level of schooling of the population according to indicators such as the primary school cycle, the percentage of pupils who repeat the primary school, those who start the primary cycle and those who continue, the unemployed population, GDP, life expectancy at birth and, at the same time, the total population.
Indicators used:
Population
GDP