A temporal LASSO regression model for the emergency forecasting of the suspended sediment concentrations in coastal oceans: Accuracy and interpretability.
Shaotong ZhangJinran WuYonggang JiaYou-Gan WangYaqi ZhangQibin DuanPublished in: Eng. Appl. Artif. Intell. (2021)
Keyphrases
- regression model
- generalized linear models
- group lasso
- prediction model
- model selection
- support vector regression
- prediction accuracy
- regression methods
- feature selection
- regression analysis
- logistic regression
- interval valued data
- kernel regression
- generalized linear
- explanatory variables
- linear model
- short term
- multivariate regression
- least squares
- machine learning
- long term
- linear regression model
- classification accuracy
- hyperparameters
- cross validation
- information gain
- regression method
- regression trees
- survival analysis
- independent variables
- sample size
- gaussian process
- training data
- linear regression