A User-Guided Bayesian Framework for Ensemble Feature Selection in Life Science Applications (UBayFS).
Anna JenulStefan SchrunnerJürgen PilzOliver TomicPublished in: CoRR (2021)
Keyphrases
- bayesian framework
- life sciences
- ensemble feature selection
- ensemble learning
- ensemble methods
- genetic search
- gene selection
- biological data
- prior knowledge
- generative model
- feature subset
- data integration
- scientific data
- microarray data
- expectation maximization
- generalization ability
- maximum a posteriori
- data analysis
- benchmark datasets
- computer vision
- image reconstruction
- machine learning
- base classifiers
- machine learning methods
- prediction accuracy
- data streams
- support vector
- image segmentation
- feature selection