Molecular signatures for obesity and associated disorders identified through partial least square regression models.
Neeraj SinhaSachin SharmaParul TripathiSimarjeet NegiKamiya TikooDhiraj KumarKanury RaoSamrat ChatterjeePublished in: BMC Syst. Biol. (2014)
Keyphrases
- regression model
- partial least squares
- regression methods
- regression method
- discriminant analysis
- regression analysis
- model selection
- dimension reduction
- prediction model
- target variable
- regression trees
- multivariate regression
- explanatory variables
- ls svm
- factor analysis
- high dimensional
- feature selection
- machine learning
- multiple linear regression
- neural network