A Sketch-Based Naive Bayes Algorithms for Evolving Data Streams.
Maroua BahriSilviu ManiuAlbert BifetPublished in: IEEE BigData (2018)
Keyphrases
- naive bayes
- evolving data streams
- classification algorithm
- test instances
- decision trees
- classification accuracy
- naive bayes classifier
- text categorization
- training data
- stream mining
- feature selection
- logistic regression
- learning algorithm
- text classification
- data structure
- benchmark datasets
- machine learning algorithms
- base classifiers
- semi supervised
- reinforcement learning