Leveraging Inter-Rater Agreement for Classification in the Presence of Noisy Labels.
Maria Sofia BucarelliLucas CassanoFederico SicilianoAmin MantrachFabrizio SilvestriPublished in: CVPR (2023)
Keyphrases
- pattern recognition
- class labels
- classification accuracy
- automatic classification
- confidence scores
- training set
- support vector machine
- classification algorithm
- support vector machine svm
- unseen data
- classification models
- machine learning algorithms
- labeling process
- collective classification
- classification systems
- pattern classification
- preprocessing
- feature space
- text classification
- image classification
- pairwise
- machine learning
- feature vectors
- supervised learning
- feature selection
- class membership
- multi label classification
- supervised classification
- document classification
- feature set
- decision rules
- cross validation
- unsupervised learning