Why Do Students Drop Out? University Dropout Prediction and Associated Factor Analysis Using Machine Learning Techniques.
Sean KimEliot YooSamuel KimPublished in: CoRR (2023)
Keyphrases
- factor analysis
- university level
- e learning
- engineering students
- component analysis
- educational environment
- inquiry skills
- applied sciences
- independent component analysis
- cluster analysis
- teaching methods
- discriminant analysis
- higher education
- learning styles
- students studying
- matrix factorization
- automatic model selection
- learning environment
- student learning
- statistical tests
- correspondence analysis
- latent factors
- learning process
- distance learning
- middle school students
- high school
- data mining techniques
- multiple regression
- statistical analysis
- training set
- scientific inquiry
- college students
- lower bound
- clustering algorithm
- computer vision