An intelligent approach for estimating aeration efficiency in stepped cascades: optimized support vector regression models and mutual information theory.
Seyed Babak Haji Seyed AsadollahAhmad SharafatiMasoud HaghbinDavide MottaMohamadreza Hosseinian Moghadam NoghaniPublished in: Soft Comput. (2022)
Keyphrases
- information theory
- regression model
- support vector
- information theoretic
- statistical learning
- statistical mechanics
- support vector regression
- jensen shannon divergence
- model selection
- conditional entropy
- regression analysis
- prediction model
- linear model
- explanatory variables
- generalized linear models
- generalized linear
- regression methods
- multiple linear regression
- regression method
- regression trees
- cross validation
- logistic regression
- software effort
- neural network
- interval valued data
- shannon entropy
- variable selection
- mutual information
- computational complexity
- multivariate regression
- machine learning