Variable Selection for the Prediction of TSS, pH and TA of Intact Berries of Thompson Seedless Grapes from their NIS Reflection.
Chrysanthi ChariskouChristos BazinasAndries J. DanielsUmezuruike L. OparaHélène H. NieuwoudtVassilis G. KaburlasosPublished in: SoftCOM (2022)
Keyphrases
- variable selection
- input variables
- stepwise regression
- cross validation
- high dimensional
- prediction accuracy
- dimension reduction
- model selection
- stochastic search
- proportional hazards model
- prediction model
- group lasso
- linear models
- ensemble selection
- data sets
- high dimensionality
- image data
- logistic regression models