A Weighted Ensemble Classification Algorithm Based on Nearest Neighbors for Multi-Label Data Stream.
Hongxin WuMeng HanZhiqiang ChenMuhang LiXilong ZhangPublished in: ACM Trans. Knowl. Discov. Data (2023)
Keyphrases
- classification algorithm
- multi label
- nearest neighbor
- multi label classification
- k nearest neighbor
- knn
- concept drift
- text categorization
- training set
- data streams
- class labels
- classifier ensemble
- ensemble learning
- text classification
- base learners
- base classifiers
- multi label learning
- naive bayes
- training data
- image annotation
- support vector machine
- neural network
- learning algorithm
- ensemble methods
- binary classification
- image classification
- feature selection
- support vector machine svm
- index structure
- active learning
- data points
- classification accuracy
- data sets
- graph cuts
- decision trees
- random forests
- unlabeled data
- data distribution
- high dimensional
- training examples
- information extraction
- cross validation
- feature vectors
- multi class
- regression problems
- higher order
- face images
- labeled data