Multiple kernel learning using single stage function approximation for binary classification problems.
Shiju S. S.S. SumitraPublished in: Int. J. Syst. Sci. (2017)
Keyphrases
- binary classification
- reinforcement learning
- learning problems
- multistage
- radial basis function
- learning tasks
- support vector
- binary classifiers
- multi class
- kernel methods
- support vector machine
- cost sensitive
- multi label
- linear combination
- kernel function
- machine learning
- generalization error
- ensemble methods
- optimal policy
- dynamic programming
- supervised learning
- prediction accuracy
- learning algorithm
- feature space
- neural network
- decision trees
- class imbalance
- probabilistic model
- active learning
- artificial neural networks
- face recognition
- state space