Feature selection for outcome prediction in oesophageal cancer using genetic algorithm and random forest classifier.
Paul DesbordesSu RuanRomain ModzelewskiVauclin SébastienPierre VeraIsabelle GardinPublished in: Comput. Medical Imaging Graph. (2017)
Keyphrases
- outcome prediction
- genetic algorithm
- feature selection
- breast cancer
- genomic data
- gene expression datasets
- text categorization
- gene expression data
- support vector
- feature space
- mutual information
- microarray data
- classification accuracy
- model selection
- genetic algorithm ga
- text classification
- high dimensionality
- feature subset
- gene selection
- protein protein interaction networks
- feature extraction
- loss function
- dimensionality reduction
- feature ranking
- support vector machine