CPSSDS: Conformal prediction for semi-supervised classification on data streams.
Jafar TanhaNegin SamadiYousef AbdiNazila Razzaghi-AslPublished in: Inf. Sci. (2022)
Keyphrases
- semi supervised classification
- data streams
- conformal prediction
- semi supervised learning
- semi supervised
- confidence levels
- ridge regression
- k nearest neighbour
- labeled data
- unlabeled data
- data sets
- supervised learning
- data distribution
- knn
- random forests
- supervised classification
- pairwise constraints
- text mining
- active learning
- machine learning algorithms
- feature extraction
- machine learning
- co training
- training set
- training data
- pairwise