Enhancing Student Academic Performance Forecasting: A Comparative Analysis of Machine Learning Algorithms.
Ishaan DawarSakshi NegiSumita LambaAshok KumarPublished in: SN Comput. Sci. (2024)
Keyphrases
- machine learning algorithms
- benchmark data sets
- learning algorithm
- machine learning
- learning problems
- predictive accuracy
- decision trees
- academic institutions
- random forests
- intelligent tutoring systems
- student learning
- faculty members
- computer engineering
- machine learning approaches
- undergraduate engineering
- machine learning methods
- standard machine learning algorithms
- learning process
- learning tasks
- learning environment
- input features
- learning models
- learning styles
- machine learning systems
- online discussion forums
- short term
- machine learning models
- semi structured interviews
- multiclass classification
- feature space
- education programs
- classification rules