Using a feature selection ensemble on DNA microarray datasets.
Borja Seijo-PardoVerónica Bolón-CanedoAmparo Alonso-BetanzosPublished in: ESANN (2016)
Keyphrases
- microarray datasets
- feature selection
- feature ranking
- microarray data
- microarray
- gene expression data
- gene selection
- text classification
- microarray classification
- high dimensionality
- ensemble learning
- feature selection algorithms
- gene expression
- text categorization
- gene expression profiles
- feature space
- feature set
- support vector machine
- ensemble classifier
- dna sequences
- neural network
- machine learning
- classification accuracy
- feature subset
- cancer classification
- dimensionality reduction
- support vector
- binding sites
- feature extraction
- data mining
- missing values
- training set
- semi supervised
- pattern recognition
- data sets
- unsupervised learning
- model selection