Preventing dataset shift from breaking machine-learning biomarkers.
Jérôme DockèsGaël VaroquauxJean-Baptiste PolinePublished in: CoRR (2021)
Keyphrases
- machine learning
- machine learning algorithms
- machine learning methods
- learning problems
- benchmark datasets
- pattern recognition
- data mining
- learning algorithm
- reinforcement learning
- text classification
- knowledge acquisition
- feature selection
- information retrieval
- gene sets
- breast cancer
- real world
- learning systems
- inductive learning
- support vector machine
- computer vision
- computational intelligence
- feature set
- natural language processing
- supervised learning
- information extraction
- knowledge discovery
- transfer learning
- active learning
- computer science
- statistical methods
- artificial intelligence
- database