A binary-constrained Geometric Semantic Genetic Programming for feature selection purposes.
João Paulo PapaGustavo Henrique RosaLuciene P. PapaPublished in: Pattern Recognit. Lett. (2017)
Keyphrases
- genetic programming
- feature selection
- fitness function
- evolutionary computation
- symbolic regression
- feature construction
- gene expression programming
- high level
- financial forecasting
- regression problems
- grammar guided genetic programming
- machine learning
- text classification
- semantic annotation
- natural language
- support vector
- semantic relationships
- semantic description
- text categorization
- feature set
- multi class
- semantic information
- high dimensionality
- feature selection algorithms
- domain specific
- semantic web
- semantic network
- information gain
- selected features
- co occurrence
- knn
- classification accuracy
- evolutionary algorithm
- feature extraction
- genetic algorithm