Feature selection for RNA cleavage efficiency at specific sites using the LASSO regression model in Arabidopsis thaliana.
Daishin UenoHarunori KawabeShotaro YamasakiTaku DemuraKo KatoPublished in: BMC Bioinform. (2021)
Keyphrases
- regression model
- feature selection
- model selection
- generalized linear models
- group lasso
- arabidopsis thaliana
- regression methods
- regression analysis
- cross validation
- gaussian process
- interval valued data
- multi task
- explanatory variables
- sample size
- cell division
- text categorization
- variable selection
- mutual information
- least squares
- genome wide
- support vector machine
- classification accuracy
- response variable
- feature space
- support vector
- data mining