Multiclass Cascades for Ensemble-based Boosting Algorithms.
Teo SusnjakAndre L. C. BarczakNapoleon H. ReyesKen A. HawickPublished in: STAIRS (2012)
Keyphrases
- boosting algorithms
- multi class
- base classifiers
- ensemble learning
- cost sensitive
- binary classification problems
- binary classification
- ensemble methods
- multi class boosting
- feature selection
- classification error
- soft margin
- adaboost algorithm
- pairwise
- multiclass classification
- multi class classification
- weak classifiers
- object detection
- support vector machine
- linear classifiers
- perceptron algorithm
- binary classifiers
- training set
- class distribution
- training data
- misclassification costs
- feature vectors