Improving generalization of machine learning-identified biomarkers with causal modeling: an investigation into immune receptor diagnostics.
Milena PavlovicGhadi S. Al HajjJohan PensarMollie WoodLudvig M. SollidVictor GreiffGeir Kjetil SandvePublished in: CoRR (2022)
Keyphrases
- machine learning
- pattern recognition
- active learning
- machine learning methods
- artificial immune
- feature selection
- computer science
- machine learning algorithms
- learning algorithm
- learning tasks
- statistical methods
- breast cancer
- anomaly detection
- knowledge acquisition
- expert systems
- artificial intelligence
- computational intelligence
- knowledge discovery
- support vector
- learning machines