Feature Selection and Classification of High Dimensional Mass Spectrometry Data: A Genetic Programming Approach.
Soha AhmedMengjie ZhangLifeng PengPublished in: EvoBIO (2013)
Keyphrases
- feature selection and classification
- genetic programming
- mass spectrometry data
- high dimensional
- high dimensionality
- high throughput
- pattern classification
- microarray
- cancer classification
- feature selection
- fitness function
- dimensionality reduction
- gene expression data
- high dimensional data
- feature space
- evolutionary algorithm
- mass spectrometry
- low dimensional
- microarray data
- data points
- feature extraction
- machine learning
- gene selection
- kernel function
- gene expression
- nearest neighbor
- gene expression profiles
- computer vision
- genetic algorithm