Ensemble learning and hierarchical data representation for microarray classification.
Mattia BosioPau Bellot PujaltePhilippe SalembierAlbert Oliveras-VergésPublished in: BIBE (2013)
Keyphrases
- data representation
- ensemble learning
- microarray classification
- ensemble methods
- generalization ability
- microarray data
- feature selection
- gene selection
- dimensionality reduction
- multi task
- base classifiers
- random forest
- multi class
- concept drift
- decision trees
- unlabeled data
- learning algorithm
- xml schema
- database
- benchmark datasets
- feature space
- data sets