Predictive modelling and analytics of students' grades using machine learning algorithms.
Yudish Teshal BadalRoopesh Kevin SungkurPublished in: Educ. Inf. Technol. (2023)
Keyphrases
- machine learning algorithms
- learning analytics
- benchmark data sets
- machine learning
- decision trees
- student learning
- machine learning methods
- predictive modeling
- learning algorithm
- predictive accuracy
- learning environment
- learning experience
- learning tasks
- learning problems
- random forests
- machine learning approaches
- collaborative learning
- machine learning models
- high school
- learning outcomes
- learning models
- learning activities
- learning process
- grade level
- educational data mining
- teaching assistants
- e learning
- data mining
- higher education
- data analysis
- intelligent tutoring systems
- control group
- machine learning systems
- statistical machine learning
- big data
- business intelligence
- college students
- neural network
- association rules
- data sets