Similarity-based Classification: Connecting Similarity Learning to Binary Classification.
Han BaoTakuya ShimadaLiyuan XuIssei SatoMasashi SugiyamaPublished in: CoRR (2020)
Keyphrases
- binary classification
- learning problems
- support vector
- multi class classification
- unsupervised learning
- learning process
- supervised learning
- binary classifiers
- cost sensitive
- multiclass classification
- learning algorithm
- classification accuracy
- image classification
- feature space
- prior knowledge
- reinforcement learning
- multi class
- data mining
- decision trees
- feature selection
- nonlinear kernel
- nearest neighbor
- class imbalance
- prediction accuracy
- model selection
- active learning
- feature extraction
- machine learning