Support vector machine enhanced empirical reference evapotranspiration estimation with limited meteorological parameters.
Min Yan ChiaYuk Feng HuangChai Hoon KooPublished in: Comput. Electron. Agric. (2020)
Keyphrases
- support vector machine
- maximum likelihood estimation
- parameter estimation
- maximum likelihood
- estimation process
- optimal parameters
- multi class
- machine learning
- small sample
- parametric models
- feature selection
- parameters estimation
- closed form solutions
- parameter selection
- training set
- meteorological data
- markov random field
- accurate estimation
- estimation accuracy
- data sets
- parameter estimates
- soft margin
- update equations
- support vector machine svm
- estimated parameters
- least squares
- estimation algorithm
- expectation maximization