selectBoost: a general algorithm to enhance the performance of variable selection methods.
Frédéric BertrandIsmaïl AouadiNicolas JungRaphael CarapitoLaurent VallatSeiamak BahramMyriam Maumy-BertrandPublished in: Bioinform. (2021)
Keyphrases
- variable selection
- preprocessing
- expectation maximization
- learning algorithm
- machine learning
- simulated annealing
- cross validation
- objective function
- input variables
- efficient optimization
- stochastic search
- linear models
- linear model
- parameter settings
- text classification
- least squares
- k means
- feature vectors
- high dimensional
- support vector
- image processing
- genetic algorithm