Safe semi-supervised classification algorithm combined with active learning sampling strategy.
Jianhua ZhaoNing LiuA. MalovPublished in: J. Intell. Fuzzy Syst. (2018)
Keyphrases
- classification algorithm
- semi supervised
- sampling strategy
- active learning
- sampling strategies
- training set
- labeled data
- class labels
- learning algorithm
- unlabeled data
- semi supervised learning
- supervised learning
- k nearest neighbor
- knn
- unsupervised learning
- accurate classification
- training examples
- random sampling
- concept drift
- naive bayes
- sampling methods
- labeled examples
- pairwise
- support vector machine
- training data
- data sets
- co training
- training phase
- text categorization
- pairwise constraints
- machine learning
- image processing
- clustering algorithm
- test set
- learning process