Enhanced streamflow prediction using SWAT's influential parameters: a comparative analysis of PCA-MLR and XGBoost models.
Yamini Priya RManjula RPublished in: Earth Sci. Informatics (2023)
Keyphrases
- principal component analysis
- parameter estimation
- prediction model
- linear regression model
- linear regression
- prediction accuracy
- multiple linear regression
- maximum likelihood
- feature space
- experimental data
- statistical models
- independent component analysis
- least squares
- parameter values
- prediction algorithm
- free parameters
- root mean square error
- echo state networks
- low dimensional
- prediction error
- parametric models
- radial basis function network
- feature extraction