A Real Use Case of Semi-Supervised Learning for Mammogram Classification in a Local Clinic of Costa Rica.
Saúl Calderón RamírezDiego Murillo-HernandezKevin Rojas-SalazarDavid A. ElizondoShengxiang YangMiguel A. Molina-CabelloPublished in: CoRR (2021)
Keyphrases
- semi supervised learning
- supervised learning
- semi supervised classification
- improve the classification accuracy
- semi supervised
- uci datasets
- unlabeled data
- co training
- semi supervised learning algorithms
- unsupervised learning
- transductive support vector machine
- labeled and unlabeled data
- machine learning
- labeled data
- unlabeled samples
- classification accuracy
- supervised learning algorithms
- text classification
- instance selection
- active learning
- training data
- text categorization
- supervised classification
- graph based semi supervised learning
- semi supervised learning methods
- learning models
- transfer learning
- domain adaptation
- class labels
- label propagation
- feature extraction
- classification models
- incremental learning
- labeled examples
- feature selection
- support vector
- manifold regularization
- data mining
- decision trees
- similarity measure
- reinforcement learning
- training samples
- image classification