Generalization bounds for regression and classification on adaptive covering input domains.
Wen-Liang HwangPublished in: CoRR (2024)
Keyphrases
- generalization bounds
- generalization ability
- model selection
- support vector
- classification accuracy
- pattern recognition
- support vector machine
- image classification
- regression model
- data dependent
- text classification
- feature extraction
- learning machines
- machine learning
- unsupervised learning
- supervised classification
- learning theory
- support vector machine svm
- training set
- benchmark datasets
- machine learning algorithms
- feature selection
- decision trees
- supervised learning
- kernel machines
- learning algorithm