Convergence of RBF Networks Regression Function Estimates and Classifiers.
Adam KrzyzakTomasz GalkowskiMarian PartykaPublished in: ICAISC (1) (2022)
Keyphrases
- rbf network
- regression function
- rates of convergence
- radial basis function
- support vector
- hyperparameters
- regression problems
- rbf neural network
- decision trees
- training data
- objective function
- learning algorithm
- neural network
- feature set
- feature selection
- training set
- machine learning algorithms
- optimization methods
- multilayer perceptron
- support vector machine
- machine learning
- active learning
- learning tasks
- cross validation
- sample size
- back propagation
- nearest neighbor
- convergence rate
- prior knowledge
- kernel function
- model selection
- genetic programming
- data sets