Inspecting class hierarchies in classification-based metric learning models.
Hyeongji KimPekka ParviainenTerje BergeKetil MaldePublished in: CoRR (2023)
Keyphrases
- learning models
- classification models
- machine learning algorithms
- machine learning
- learning algorithm
- sparse metric learning
- loss function
- training set
- conditional random fields
- semi supervised learning
- classification accuracy
- decision trees
- feature extraction
- support vector
- support vector machine svm
- supervised learning
- image classification
- feature space
- feature selection
- database
- text classification
- model selection
- feature vectors
- support vector machine
- learning problems
- probabilistic model
- class hierarchies