Model for the Prediction of Dropout in Higher Education in Peru applying Machine Learning Algorithms: Random Forest, Decision Tree, Neural Network and Support Vector Machine

Model for the Prediction of Dropout in Higher Education in Peru applying Machine Learning Algorithms: Random Forest, Decision Tree, Neural Network and Support Vector Machine

University dropout is a problem that not only affects students, but also families, universities, society, and others. This problem has a global character, so it is common to identify it in different parts of the world. However, there are few solutions that efficiently take advantage of available tec...

Full description

Bibliographic Details
Main Authors: Omar A Jimenez, Ashley Jesús Llontop, Lenis Wong
Format: Article
Language:English
Published: FRUCT 2023-05-01
Series:Proceedings of the XXth Conference of Open Innovations Association FRUCT
Subjects:
dropout machine learning random forest decision tree neural network support vector machine
Online Access:https://www.fruct.org/publications/volume-33/fruct33/files/Jim.pdf

Similar Items

Similar Items