Multiple feature construction for effective biomarker identification and classification using genetic programming.
Soha AhmedMengjie ZhangLifeng PengBing XuePublished in: GECCO (2014)
Keyphrases
- feature construction
- decision trees
- genetic programming
- rule learning
- machine learning
- concept learning
- supervised learning
- data representation
- feature selection
- dimension reduction
- pattern recognition
- feature space
- text classification
- support vector
- high dimensionality
- support vector machine svm
- feature extraction
- singular value decomposition
- training examples
- inductive logic programming
- data sets
- support vector machine
- subgroup discovery
- active learning