Dynamic ensemble selection classification algorithm based on window over imbalanced drift data stream.
Meng HanXilong ZhangZhiqiang ChenHongxin WuMuhang LiPublished in: Knowl. Inf. Syst. (2023)
Keyphrases
- classification algorithm
- concept drift
- data streams
- sliding window
- ensemble selection
- knn
- training set
- k nearest neighbor
- naive bayes
- learning algorithm
- classification method
- support vector machine
- class labels
- ensemble learning
- data sets
- feature space
- training examples
- training data
- information retrieval
- neural network