Regression with small data sets: a case study using code surrogates in additive manufacturing.
Chandrika KamathYa-Ju FanPublished in: Knowl. Inf. Syst. (2018)
Keyphrases
- small data sets
- data sets
- regression model
- source code
- quality control
- additive model
- case study
- manufacturing process
- manufacturing systems
- support vector regression
- gaussian processes
- regression analysis
- neural network
- ridge regression
- regression algorithm
- production process
- test bed
- decision trees
- regression problems
- error correcting
- manufacturing processes
- model selection
- regression function
- manufacturing environment
- concurrent engineering
- static analysis
- simple linear
- production planning
- locally weighted
- support vector
- polynomial regression