A new GP-based wrapper feature construction approach to classification and biomarker identification.
Soha AhmedMengjie ZhangLifeng PengPublished in: IEEE Congress on Evolutionary Computation (2014)
Keyphrases
- feature construction
- genetic programming
- feature selection
- rule learning
- machine learning
- decision trees
- data representation
- supervised learning
- concept learning
- dimension reduction
- classification rules
- fitness function
- classification accuracy
- pattern recognition
- support vector machine
- evolutionary algorithm
- model selection
- feature extraction
- feature space
- genetic algorithm
- data mining
- unsupervised learning
- relational data
- classification algorithm
- class labels
- support vector
- training data