An Improved Online Multiclass Classification Algorithm Based on Confidence-Weighted.
Ji HuChenggang YanJiyong ZhangDongliang PengChengwei RenShengying YangPublished in: IEICE Trans. Inf. Syst. (2021)
Keyphrases
- confidence weighted
- multi class
- classification algorithm
- support vector machine
- linear classifiers
- cost sensitive
- cost sensitive classification
- batch learning
- knn
- naive bayes
- k nearest neighbor
- concept drift
- binary classification
- class labels
- feature selection
- training set
- multi class classification
- support vector
- pairwise
- svm classifier
- binary classifiers
- support vector machine svm
- base classifiers
- training data
- learning algorithm
- machine learning
- learning tasks
- data sets
- image classification
- dimensionality reduction
- small number
- data mining