A Geometric Theory for Binary Classification of Finite Datasets by DNNs with Relu Activations.
Xiao-Song YangPublished in: Neural Process. Lett. (2024)
Keyphrases
- binary classification
- multi class
- support vector
- binary classification problems
- learning problems
- multi class classification
- cost sensitive
- support vector machine
- generalization error
- prediction accuracy
- multi label
- ensemble methods
- benchmark datasets
- binary classifiers
- class imbalance
- neural network
- dimensionality reduction
- supervised learning
- active learning
- prior knowledge
- data streams
- machine learning