An Equivalence Between Private Classification and Online Prediction.
Mark BunRoi LivniShay MoranPublished in: CoRR (2020)
Keyphrases
- prediction accuracy
- classification accuracy
- pattern recognition
- support vector machine svm
- classification models
- real time
- automatic classification
- predictive modeling
- cost sensitive
- classification algorithm
- decision rules
- classification scheme
- supervised classification
- classification systems
- online learning
- support vector machine
- feature vectors
- least squares support vector machine
- correct classification
- support vector
- decision trees
- image classification
- classification process
- feature set
- supervised learning
- machine learning
- machine learning methods
- nearest neighbour algorithm
- classification method
- class labels
- benchmark datasets
- machine learning algorithms
- training samples
- unsupervised learning
- text classification
- training set
- feature space
- social networks