Mistake, Manipulation and Margin Guarantees in Online Strategic Classification.
Lingqing ShenNam Ho-NguyenKhanh-Hung Giang-TranFatma Kilinç-KarzanPublished in: CoRR (2024)
Keyphrases
- support vector
- classification accuracy
- decision trees
- support vector machine svm
- pattern classification
- decision boundary
- feature vectors
- online learning
- training set
- image classification
- support vector machine
- feature space
- pattern recognition
- classification method
- automatic classification
- machine learning
- classification algorithm
- svm classifier
- classification rules
- feature extraction
- classification scheme
- classification models
- maximum margin
- supervised learning
- decision rules
- class labels
- text classification
- real time
- preprocessing
- objective function
- decision making
- feature selection
- information systems
- neural network