RandomBoost: Simplified Multiclass Boosting Through Randomization.
Sakrapee PaisitkriangkraiChunhua ShenQinfeng ShiAnton van den HengelPublished in: IEEE Trans. Neural Networks Learn. Syst. (2014)
Keyphrases
- multi class
- boosting algorithms
- base classifiers
- multiclass classification
- cost sensitive
- multi class boosting
- feature selection
- binary classification problems
- binary classification
- multiclass problems
- multi class classification
- pairwise
- ensemble learning
- support vector machine
- error correcting output codes
- perceptron algorithm
- multiple classes
- binary classifiers
- multi class classifier
- multi class problems
- learning algorithm
- class distribution
- misclassification costs
- weak classifiers
- class imbalance
- soft margin
- ensemble methods
- loss function
- cost sensitive classification
- prediction accuracy
- decision trees