Soft Margins for AdaBoost.
Gunnar RätschTakashi OnodaKlaus-Robert MüllerPublished in: Mach. Learn. (2001)
Keyphrases
- face detection
- minimum margin
- multi class
- object detection
- training data
- learning algorithm
- support vector
- boosting algorithms
- ensemble methods
- generalization error
- soft margin
- adaboost algorithm
- ensemble learning
- data sets
- hard constraints
- weak learners
- multi class classification
- object recognition
- decision trees
- base classifiers
- neural network
- training set
- training error
- feature selection
- search engine