Performance comparison of multi-label learning algorithms on clinical data for chronic diseases.
Damien ZuffereyThomas HoferJean HennebertMichael Ignaz SchumacherRolf IngoldStefano BromuriPublished in: Comput. Biol. Medicine (2015)
Keyphrases
- multi label
- clinical data
- statistical analysis
- learning algorithm
- text categorization
- multi label classification
- medical data
- patient data
- image classification
- graph cuts
- chronic disease
- text classification
- binary classification
- raw data
- machine learning algorithms
- machine learning
- learning problems
- class labels
- domain experts
- knowledge discovery
- reinforcement learning
- feature space
- active learning
- information systems
- generalization error
- data sets
- unlabeled data
- knowledge base
- naive bayes
- domain knowledge
- semi supervised
- computer vision
- artificial intelligence
- knn
- information retrieval
- data sources