Supervised learning and model analysis with compositional data.
Shimeng HuangElisabeth AilerNiki KilbertusNiklas PfisterPublished in: PLoS Comput. Biol. (2023)
Keyphrases
- data sets
- data analysis
- experimental data
- raw data
- test data
- training data
- computational model
- statistical analysis
- data collection
- original data
- mathematical model
- high level
- high quality
- probabilistic model
- simulation data
- measured data
- data samples
- expert knowledge
- data processing
- input data
- prior knowledge
- data mining techniques
- data points
- predictive model
- empirical data
- neural network
- management system
- statistical model
- objective function
- supervised learning
- data acquisition
- statistical methods
- machine learning
- sensor data
- prior information
- knowledge discovery
- learning models
- data structure
- correlation analysis
- training set
- probability distribution
- database