A Novel Classifier Selection Approach for Adaptive Boosting Algorithms.
A. B. M. Shawkat AliTony DobelePublished in: ACIS-ICIS (2007)
Keyphrases
- boosting algorithms
- weak learners
- weak classifiers
- adaboost algorithm
- soft margin
- loss function
- cost sensitive
- multi class
- linear classifiers
- support vector
- ensemble learning
- training set
- binary classification
- generalization error
- training data
- binary classifiers
- learning algorithm
- ensemble methods
- small number
- support vector machine
- feature selection
- mean shift
- linear combination
- classification error
- feature set
- multi class classification
- classification accuracy
- lower bound
- feature extraction
- machine learning