地球资源数据云——数据资源详情
世界教育数据集
该数据集《 World Education Dataset 》主要用于监督学习任务，数据形态以时序/信号为主，应用场景偏向金融风控。 题目说明：Global Insights into Educational Indicators 任务类型：时序/信号监督学习。 建议流程：先做去噪和窗口化，再比较树模型与 1D CNN/LSTM 等时序基线。 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：world - education - data.csv。 Dataset Overview The dataset includes the following key indicators, collected for over 200 countries: Government Expenditure on Education (% of GDP): Shows the percentage of a country’s GDP allocated to education. Literacy Rate (Adult Total): Represents the percentage of the population aged 15 and above who can read and write. Primary Completion Rate: The percentage of children who complete their primary education within the official age group.
摘要概览
该数据集《 World Education Dataset 》主要用于监督学习任务，数据形态以时序/信号为主，应用场景偏向金融风控。 题目说明：Global Insights into Educational Indicators
任务类型：时序/信号监督学习。
建议流程：先做去噪和窗口化，再比较树模型与 1D CNN/LSTM 等时序基线。
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：world - education - data.csv。
Dataset Overview
The dataset includes the following key indicators, collected for over 200 countries:
Government Expenditure on Education (% of GDP): Shows the percentage of a country’s GDP allocated to education.
Literacy Rate (Adult Total): Represents the percentage of the population aged 15 and above who can read and write.
Primary Completion Rate: The percentage of children who complete their primary education within the official age group.