Genetic Algorithm Based Feature Selection for Predicting Student's Academic Performance.
Al FarissiHalina Mohamed Dahlan SamsuryadiPublished in: IRICT (2019)
Keyphrases
- feature selection
- undergraduate engineering
- faculty members
- learning environment
- student learning
- mutual information
- text categorization
- feature selection algorithms
- academic institutions
- high school students
- method for feature selection
- feature extraction
- text classification
- learning styles
- intelligent tutoring systems
- discriminative features
- support vector
- online discussion forums
- tutoring system
- computer engineering
- irrelevant features
- semi structured interviews
- support vector machine
- machine learning
- learning process
- multi class
- post secondary
- selected features
- high dimensionality
- university level
- feature set
- redundant features
- high school
- feature weighting
- science education
- dimensionality reduction
- classification accuracy
- training data
- genetic algorithm