Image-Based Multiclass Boosting and Echocardiographic View Classification.
Shaohua Kevin ZhouJin Hyeong ParkBogdan GeorgescuDorin ComaniciuCostas SimopoulosJoanne OtsukiPublished in: CVPR (2) (2006)
Keyphrases
- multi class
- multiclass classification
- cost sensitive
- multi class boosting
- support vector machine
- binary classification problems
- binary classifiers
- cost sensitive classification
- feature selection
- multiple classes
- multi class classification
- boosting algorithms
- multi class classifier
- binary and multi class
- class probabilities
- multiclass support vector machines
- base classifiers
- multiclass problems
- binary classification
- error correcting output codes
- single class
- multi class problems
- support vector
- kernel fisher
- weak classifiers
- class imbalance
- misclassification costs
- decision trees
- image classification
- cost sensitive learning
- machine learning algorithms
- perceptron algorithm
- soft margin
- classification accuracy
- training samples
- majority voting
- kernel function
- data mining
- model selection
- text classification
- class labels
- supervised learning
- data points
- cross validation
- binary classification tasks
- pairwise
- multiclass svm
- generalization ability
- learning algorithm