Filtering Noise in Regression Problems Using a Multiobjective Learning Algorithm.
Douglas A. G. VieiraX. L. Travassos Jr.Vasile PaladeRodney R. SaldanhaPublished in: ICTAI (2) (2008)
Keyphrases
- regression problems
- multi objective
- learning algorithm
- genetic programming
- linear regression
- cross validation
- evolutionary algorithm
- learning machines
- input space
- generalization error
- noise level
- hyperparameters
- high dimensional data
- signal to noise ratio
- genetic algorithm
- multi task
- noise reduction
- model selection
- machine learning
- random forests
- neural network
- supervised learning
- reinforcement learning
- learning rate
- support vector machine
- feature selection
- multi class
- active learning
- objective function
- generalization ability
- machine learning algorithms
- training data
- ensemble learning
- training examples