Discovery of MicroRNA markers: An SVM-based multiobjective feature selection approach.
Anirban MukhopadhyayUjjwal MaulikSanghamitra BandyopadhyayPublished in: CIBCB (2011)
Keyphrases
- multi objective
- feature selection
- support vector
- support vector machine
- evolutionary algorithm
- multiobjective optimization
- multi objective optimization
- optimization algorithm
- multiple objectives
- recursive feature elimination
- genetic algorithm
- text categorization
- feature set
- classification accuracy
- conflicting objectives
- support vector machine svm
- model selection
- particle swarm optimization
- information gain
- irrelevant features
- data mining
- relevance feedback
- multiobjective evolutionary algorithm
- bi objective
- computational methods
- feature subset
- nsga ii
- multiobjective genetic algorithm
- feature extraction
- training data
- mutual information
- objective function
- feature space
- high dimensionality
- trade off
- active learning
- machine learning
- multiobjective evolutionary algorithms
- artificial bee colony
- feature ranking
- knowledge discovery
- feature selection algorithms
- knn
- dimensionality reduction
- optimization problems
- text classification
- microarray data
- gene expression data