Sparse multikernel support vector regression machines trained by active learning.
Vladimir CepericGeorges G. E. GielenAdrijan BaricPublished in: Expert Syst. Appl. (2012)
Keyphrases
- support vector regression
- active learning
- training set
- support vector
- hybrid model
- hybrid genetic
- support vector machine svm
- kernel function
- regression model
- back propagation neural network
- extreme learning machine
- semi supervised
- labeled data
- response surface methodology
- support vector classification
- kernel learning
- electronic equipment
- learning algorithm
- support vector machine
- nonlinear regression
- learning process
- high dimensional
- data sets
- training process
- sparse data
- wavelet frame
- artificial neural networks
- wavelet neural network
- multiple kernel
- elastic net
- machine learning
- random sampling
- model selection