Discriminative and informative features for biomolecular text mining with ensemble feature selection.
Sofie Van LandeghemThomas AbeelYvan SaeysYves Van de PeerPublished in: Bioinform. (2010)
Keyphrases
- informative features
- text mining
- ensemble feature selection
- feature selection
- feature selection algorithms
- feature subset
- gene selection
- ensemble learning
- microarray data
- selected features
- ensemble methods
- genetic search
- alternative methods
- svm classifier
- information extraction
- natural language processing
- text classification
- feature weights
- machine learning
- information retrieval
- microarray
- base classifiers
- multi class
- data analysis
- knowledge discovery
- classification accuracy
- support vector
- data mining
- gene expression data
- selection algorithm
- image classification
- evolutionary algorithm