Over-optimism in unsupervised microbiome analysis: Insights from network learning and clustering.
Theresa UllmannStefanie PeschelPhilipp F. M. BaumannChristian L. MüllerAnne-Laure BoulesteixPublished in: PLoS Comput. Biol. (2023)
Keyphrases
- unsupervised learning
- learning process
- information bottleneck
- supervised learning
- online learning
- unsupervised manner
- learning systems
- statistical analysis
- connectionist networks
- knowledge acquisition
- data analysis
- clustering algorithm
- anomaly detection
- learning algorithm
- network structure
- learning tasks
- multilayer neural network
- unsupervised clustering
- semi supervised
- training data
- feature selection