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.
Omar JiménezAshley JesúsLenis WongPublished in: FRUCT (2023)
Keyphrases
- machine learning algorithms
- decision trees
- random forest
- random forests
- higher education
- neural network
- support vector machine
- predictive accuracy
- benchmark data sets
- prediction model
- predictive model
- machine learning models
- prior knowledge
- machine learning
- learning algorithm
- decision tree learning algorithms
- e learning
- ensemble classifier
- learning models
- machine learning methods
- real world
- classification models
- data sets
- online learning
- feature vectors