Predicting Students' Academic Performance Using Multiple Linear Regression and Principal Component Analysis.
Stephen J. H. YangOwen H. T. LuAnna Y. Q. HuangJeff C. H. HuangHiroaki OgataAlbert J. Q. LinPublished in: J. Inf. Process. (2018)
Keyphrases
- multiple linear regression
- principal component analysis
- learning experience
- regression model
- learning environment
- e learning
- software effort
- input variables
- dimensionality reduction
- principal components
- independent component analysis
- higher education
- linear discriminant analysis
- expert systems
- software reliability
- dimension reduction
- learning styles
- learning process
- singular value decomposition
- case study
- face recognition
- standard deviation
- particle swarm optimization
- low dimensional
- genetic algorithm