Bridging the Generalization Gap: Training Robust Models on Confounded Biological Data.
Tzu-Yu LiuAjay KannanAdam DrakeMarvin BertinNathan WanPublished in: CoRR (2018)
Keyphrases
- biological data
- statistical methods
- high throughput
- statistical models
- molecular biology
- data mining
- data analysis
- gene regulatory networks
- biological networks
- training set
- complex systems
- systems biology
- real world
- statistical model
- maximum likelihood
- supervised learning
- knowledge discovery
- end users
- data sources
- feature selection
- machine learning