Deep neural networks with controlled variable selection for the identification of putative causal genetic variants.
Peyman Hosseinzadeh KassaniFred LuYann Le GuenZihuai HePublished in: CoRR (2021)
Keyphrases
- variable selection
- neural network
- cross validation
- genetic algorithm
- markov blanket
- input variables
- high dimensional
- linear models
- model selection
- stochastic search
- bayesian networks
- grammatical evolution
- fuzzy logic
- pattern recognition
- group lasso
- artificial neural networks
- feature selection
- neural network model
- high dimensional data
- causal relationships
- genetic programming
- training data
- ensemble selection
- clustering algorithm
- number of input variables