Sequential forward selection and support vector regression in comparison to LASSO regression for spring wheat yield prediction based on UAV imagery.
Sahameh ShafieeLars Martin LiedIngunn BurudJon Arne DiesethMuath AlsheikhMorten LillemoPublished in: Comput. Electron. Agric. (2021)
Keyphrases
- support vector regression
- regression model
- load forecasting
- support vector
- forecasting accuracy
- prediction model
- rainfall forecasting
- hybrid genetic
- support vector machine
- feature selection
- response surface methodology
- support vector classification
- linear regression
- singular spectrum analysis
- kernel function
- support vector machine svm
- least squares
- hybrid model
- nonlinear regression
- ann models
- sequential forward selection
- linear regression model
- variable selection
- regression method
- computer vision
- genetic programming
- forecasting model
- ridge regression
- regression methods
- data sets
- multi objective
- evolutionary algorithm
- structural risk minimization
- similarity measure
- machine learning
- data mining