Ensemble of Trees for Classifying High-Dimensional Imbalanced Genomic Data.
Dewan Md. FaridAnn NowéBernard ManderickPublished in: IntelliSys (1) (2016)
Keyphrases
- genomic data
- high dimensional
- gene expression data
- high throughput
- decision trees
- biological data
- high dimensionality
- gene expression
- ensemble methods
- protein protein interactions
- low dimensional
- microarray data
- dimensionality reduction
- high dimensional data
- experimental conditions
- gene expression profiles
- nearest neighbor
- class imbalance
- feature selection
- microarray
- gene ontology
- gene selection
- data integration
- feature space
- learning algorithm
- data sets
- machine learning algorithms
- high speed
- data model
- training set
- training data
- feature extraction