Algorithmes rapides de boosting de SVM.
Thanh-Nghi DoJean-Daniel FeketeFrançois PouletPublished in: EGC (2008)
Keyphrases
- support vector
- support vector machine svm
- feature selection
- support vector machine
- decision stumps
- adaboost algorithm
- ensemble learning
- svm classifier
- knn
- ensemble classifier
- generalization ability
- cost sensitive
- soft margin
- multi class
- ensemble methods
- svm classification
- learning algorithm
- kernel function
- feature vectors
- weak learners
- bayesian classifiers
- decision forest
- relevance vector machine
- machine learning
- multi class svm
- multi class classification
- object detectors
- weak classifiers
- support vectors
- base classifiers
- combining multiple
- random forest
- kernel methods
- feature space
- random forests
- binary classification problems
- classification algorithm
- face detection
- k nearest neighbor
- classification accuracy
- training data
- feature extraction