A Study of Math Grade Prediction Models Combining Boosting and Decision Tree C5.0

• Published in: 2024 7th International Conference on Education, Network and Information Technology (ICENIT) pp. 181 - 186
• Main Author: Tang, Mohan
• Format: Conference Proceeding
• Language: English
• Published: IEEE 16.08.2024
• Subjects: Accuracy; achievement; Analytical models; Boosting; decision tree C5.0; Decision trees; Education; Machine learning algorithms; math; Mathematical models; prediction; Prediction algorithms; Predictive models; Random forests

With the speedy prosperity of science and technology, machine learning algorithms are commonly utilized in the field of classification and prediction due to their powerful data mining ability. Aiming at the problem of students' poor math performance, the study proposes a model that integrates B...