Multi-Classification Data Stream Algorithm Based on One-Vs-Rest Strategy.
Xincheng LuoDaiwei LiHaiqing ZhangLang XuBo CaiJunyu DengPublished in: AI2A (2023)
Keyphrases
- optimization algorithm
- classification algorithm
- support vector machine svm
- preprocessing
- learning algorithm
- dynamic programming
- classification scheme
- selection algorithm
- search space
- feature vectors
- cost function
- classification method
- probabilistic model
- search strategy
- detection algorithm
- matching algorithm
- expectation maximization
- accuracy rate
- single pass
- worst case
- data streams
- feature extraction
- machine learning
- segmentation algorithm
- neural network
- class labels
- support vector machine
- np hard
- evolutionary algorithm
- incremental learning
- extracted features
- feature selection