Mining Campus Big Data: Prediction of Career Choice Using Interpretable Machine Learning Method

The issue of students’ career choice is the common concern of students themselves, parents, and educators. However, students’ behavioral data have not been thoroughly studied for understanding their career choice. In this study, we used eXtreme Gradient Boosting (XGBoost), a machine learning (ML) te...

Full description

Bibliographic Details
Main Authors: Yuan Wang, Liping Yang, Jun Wu, Zisheng Song, Li Shi
Format: Article
Language:English
Published: MDPI AG 2022-04-01
Series:Mathematics
Subjects:
Online Access:https://www.mdpi.com/2227-7390/10/8/1289