Differentially Private Ensemble Classifiers for Data Streams.
Lovedeep GondaraKe WangRicardo Silva CarvalhoPublished in: CoRR (2021)
Keyphrases
- ensemble classifier
- differentially private
- concept drift
- data streams
- differential privacy
- ensemble learning
- change detection
- data distribution
- data sets
- fusion method
- non stationary
- privacy preserving
- ensemble methods
- base classifiers
- benchmark datasets
- preprocessing
- support vector machine
- preprocessing step
- multi class
- random forest
- classification models
- web search
- classification algorithm
- sparse representation
- prediction accuracy
- contingency tables
- data mining