Strategic Littlestone Dimension: Improved Bounds on Online Strategic Classification.
Saba AhmadiKunhe YangHanrui ZhangPublished in: CoRR (2024)
Keyphrases
- pattern recognition
- machine learning
- classification accuracy
- case study
- support vector machine
- feature space
- support vector machine svm
- decision trees
- decision making
- classification method
- machine learning algorithms
- classification models
- generalization ability
- classification algorithm
- cross validation
- training samples
- text classification
- feature set
- lower bound
- feature extraction
- knowledge management
- upper bound
- active learning
- svm classifier
- feature vectors
- support vector
- feature selection