Prediction of students' academic performance: Adapt a methodology of predictive modeling for a small sample size.
John M. MativoShaobo HuangPublished in: FIE (2014)
Keyphrases
- predictive modeling
- small sample size
- sample size
- high dimensionality
- data mining methods
- statistical modeling
- face recognition
- linear discriminant analysis
- knowledge discovery
- data analysis
- high dimensional
- survival analysis
- text mining
- microarray data
- machine learning
- big data
- e learning
- feature selection
- dimensionality reduction
- business intelligence
- high dimensional data
- data mining techniques
- data mining
- neural network
- feature space
- feature extraction
- data sets
- optimal solution
- decision trees