地球资源数据云——数据资源详情
预测学生辍学和学业成功
该数据集《Predict Students Dropout and Academic Success》主要用于监督学习任务，数据形态以表格为主。 题目说明：Predict Students Dropout and Academic Success Dataset 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：Predict Student Dropout and Academic Success.csv。 Dataset Column Descriptions This dataset includes various features that were known at the time of student enrollment. Below is a description of each column in the dataset: Marital Status: The marital status of the student (e.g., single, married, divorced). Application Mode: Refers to the mode or type of application the student submitted to enroll in the course. Application Order: Indicates the order in which the student applied for the course. For example, whether it was the student’s first, second, or third choice.
摘要概览
该数据集《Predict Students Dropout and Academic Success》主要用于监督学习任务，数据形态以表格为主。 题目说明：Predict Students Dropout and Academic Success Dataset
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：Predict Student Dropout and Academic Success.csv。
Dataset Column Descriptions
This dataset includes various features that were known at the time of student enrollment. Below is a description of each column in the dataset:
Marital Status: The marital status of the student (e.g., single, married, divorced).
Application Mode: Refers to the mode or type of application the student submitted to enroll in the course.
Application Order: Indicates the order in which the student applied for the course. For example, whether it was the student’s first, second, or third choice.