A detailed error analysis of 13 kernel methods for protein-protein interaction extraction.
Domonkos TikkIllés SoltPhilippe ThomasUlf LeserPublished in: BMC Bioinform. (2013)
Keyphrases
- kernel methods
- error analysis
- protein protein interactions
- kernel function
- least squares
- computational methods
- support vector
- feature space
- functional modules
- network topology
- error correction
- protein interaction
- protein complexes
- machine learning
- kernel matrix
- high throughput
- biological networks
- biological data
- structural properties
- high precision
- support vector machine
- network analysis
- information extraction
- feature selection
- data sets
- automatic extraction
- dimensionality reduction
- decision trees
- protein interaction networks
- real world