Ensemble of Efficient Minimal Learning Machines for Classification and Regression.
Diego P. P. MesquitaJoão P. P. GomesAmauri Holanda de Souza JúniorPublished in: Neural Process. Lett. (2017)
Keyphrases
- learning machines
- regression problems
- support vector
- ensemble learning
- model selection
- support vector machine
- cross validation
- generalization ability
- machine learning
- classification accuracy
- feature vectors
- training algorithm
- decision trees
- kernel machines
- pattern recognition
- feature selection
- text classification
- learning tasks
- image classification
- training set
- support vector machine svm
- training samples
- upper bound
- generalization error
- sample complexity
- reinforcement learning
- feature extraction
- learning algorithm