The Dynamics of AdaBoost Weights Tells You What's Hard to Classify
Bruno CaprileCesare FurlanelloStefano MerlerPublished in: CoRR (2002)
Keyphrases
- face detection
- dynamic model
- object detection
- learning algorithm
- automatic classification
- feature selection
- multi class
- relative importance
- linear combination
- weighted sum
- weighted average
- support vector
- adaboost algorithm
- training data
- dynamical systems
- decision stumps
- weighting scheme
- neural network
- optimal weights
- ensemble methods
- pairwise
- objective function
- decision trees
- machine learning