Smoothed Bagging with Kernel Bandwidth Selectors.
Shinjae LeeSungzoon ChoPublished in: Neural Process. Lett. (2001)
Keyphrases
- ensemble methods
- kernel function
- decision trees
- imbalanced data
- ensemble learning
- kernel methods
- machine learning
- random forest
- voting methods
- support vector
- convolution kernel
- feature space
- random forests
- bandwidth allocation
- majority voting
- model averaging
- decision stumps
- kernel matrix
- kernel machines
- gaussian processes
- network bandwidth
- classifier ensemble
- reproducing kernel hilbert space
- neural network
- decision tree classifiers
- meta learning
- gradient boosting
- generalization error
- active learning
- bandwidth utilization
- learning algorithm
- neural network ensembles