Error Bounds for Aggressive and Conservative AdaBoost.
Ludmila I. KunchevaPublished in: Multiple Classifier Systems (2003)
Keyphrases
- error bounds
- theoretical analysis
- worst case
- object detection
- face detection
- multi class
- learning algorithm
- support vector
- decision trees
- base classifiers
- adaboost algorithm
- training error
- finite sample
- ensemble methods
- wavelet synopses
- multi class classification
- ensemble learning
- detection method
- feature selection
- face detector