Hybrid Variable Selection and Support Vector Regression for Gas Sensor Optimization.
Margarita RebolledoRuxandra StoeanA. E. EibenThomas Bartz-BeielsteinPublished in: BIOMA (2020)
Keyphrases
- variable selection
- support vector regression
- stochastic search
- cross validation
- input variables
- support vector
- high dimensional
- kernel function
- regression model
- support vector machine svm
- model selection
- genetic algorithm
- hybrid model
- dimension reduction
- group lasso
- neural network
- support vector machine
- nonlinear regression
- sparsity inducing
- kernel learning
- machine learning
- ls svm
- data points
- feature vectors
- preprocessing