Deep neural networks with controlled variable selection for the identification of putative causal genetic variants.
Peyman Hosseinzadeh KassaniFred LuYann Le GuenMichaël E. BelloyZihuai HePublished in: Nat. Mac. Intell. (2022)
Keyphrases
- variable selection
- neural network
- input variables
- genetic algorithm
- markov blanket
- cross validation
- high dimensional
- linear models
- stochastic search
- pattern recognition
- model selection
- grammatical evolution
- dimension reduction
- group lasso
- artificial neural networks
- bayesian networks
- number of input variables
- neural network model
- high dimensional data
- genetic programming
- unsupervised learning
- principal component analysis
- fuzzy logic
- training data