Enabling interpretable machine learning for biological data with reliability scores.
K. D. AhlquistLauren A. SugdenSohini RamachandranPublished in: PLoS Comput. Biol. (2023)
Keyphrases
- biological data
- machine learning
- statistical methods
- data analysis
- high throughput
- molecular biology
- knowledge discovery
- biological networks
- systems biology
- microarray data
- huge volume of data
- data sources
- gene regulatory networks
- protein protein interactions
- data integration
- machine learning methods
- biological sequences
- natural language processing
- machine learning algorithms
- data mining
- microarray
- information extraction
- feature selection
- learning algorithm
- data sets
- statistical models
- statistical analysis
- computational biology
- model selection
- nearest neighbor
- decision trees
- mining graph data