Ensemble-based factor analysis of survey data on computer science courses.
Shaohong ZhangJiqiao LiHai HuangHongqiu WuHaodong LinWenxiao QiuPublished in: CISP-BMEI (2016)
Keyphrases
- factor analysis
- survey data
- computer science courses
- learning outcomes
- independent component analysis
- component analysis
- discriminant analysis
- cluster analysis
- statistical tests
- ensemble methods
- structural equation modeling
- job satisfaction
- matrix factorization
- automatic model selection
- neural network
- learning algorithm
- partial least squares
- random forests
- random forest
- feature selection
- information criterion
- correspondence analysis
- lower bound
- data sets
- theoretical and practical implications
- mixture model