Estimation of Daily Suspended Sediment Load Using a Novel Hybrid Support Vector Regression Model Incorporated with Observer-Teacher-Learner-Based Optimization Method.
Siyamak DoroudiAhmad SharafatiSeyed Hossein MohajeriPublished in: Complex. (2021)
Keyphrases
- optimization method
- regression model
- support vector
- generalized linear models
- optimization algorithm
- support vector regression
- semi parametric
- optimization methods
- learning process
- simulated annealing
- evolutionary algorithm
- model selection
- optimization process
- genetic algorithm
- logistic regression
- optimization procedure
- prediction model
- particle swarm
- regression analysis
- differential evolution
- regression methods
- linear regression model
- learner centred
- cross validation
- nelder mead simplex
- nonlinear optimization
- kernel regression
- interval valued data
- linear model
- learning environment
- feature selection
- classification accuracy
- explanatory variables
- multivariate regression
- metaheuristic
- e learning
- independent variables
- machine learning
- human teacher
- loss function
- support vector machine
- training data
- regression method
- multi objective
- gaussian process
- naive bayes
- multiple linear regression
- objective function
- genetic programming