Regularized Committee of Extreme Learning Machine for Regression Problems.
Pablo Escandell-MonteroJosé María Martínez-MartínezEmilio Soria-OlivasJosep Guimerá-TomásMarcelino Martínez-SoberAntonio J. Serrano-LópezPublished in: ESANN (2012)
Keyphrases
- regression problems
- extreme learning machine
- cross validation
- genetic programming
- linear regression
- variable selection
- support vector machine
- support vector regression
- gaussian processes
- hyperparameters
- least squares
- neural network
- input space
- multi task
- model selection
- high dimensional data
- feature selection
- prior information
- bayesian framework
- machine learning
- support vector machine svm
- em algorithm
- bayesian inference
- maximum likelihood
- feature vectors
- training set
- feature space
- gaussian process
- support vector