Computing confidence and prediction intervals of industrial equipment degradation by bootstrapped support vector regression.
Isis Didier LinsEnrique López DroguettMárcio das Chagas MouraEnrico ZioCarlos Magno Couto JacintoPublished in: Reliab. Eng. Syst. Saf. (2015)
Keyphrases
- support vector regression
- prediction intervals
- regression model
- confidence level
- support vector classification
- support vector
- hybrid model
- kernel function
- support vector machine svm
- support vector machine
- linear regression model
- regression method
- singular spectrum analysis
- prediction model
- least squares
- travel time
- regression methods
- machine learning
- model selection
- motion estimation
- probability distribution
- cost function
- prediction error
- optical flow
- feature space
- bayesian networks
- feature selection
- neural network
- data sets