一种自适应的多类Boosting分类算法 (Adaptive Multiclass Boosting Classification Algorithm).
Shixun WangPeng PanDeng ChenYansheng LuPublished in: 计算机科学 (2017)
Keyphrases
- multi class
- classification algorithm
- boosting algorithms
- support vector machine
- multiclass classification
- base classifiers
- cost sensitive
- multi class boosting
- base learners
- class probabilities
- binary classification problems
- learning algorithm
- feature selection
- naive bayes
- ensemble methods
- binary classification
- ensemble learning
- k nearest neighbor
- knn
- classifier ensemble
- binary classifiers
- multi class classification
- multiclass support vector machines
- accurate classification
- decision trees
- training data
- concept drift
- pairwise
- multiclass problems
- generalization ability
- cross validation
- svm classifier
- class labels
- loss function
- error correcting output codes
- multiple classes
- training set
- support vector machine svm
- multiclass learning
- labeled data
- multi label classification
- misclassification costs
- weak classifiers